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ORCIDBibTeX records: Huan Liu 0001
@article{DBLP:journals/kais/XuDWLT24,
author = {Zhe Xu and
Kaize Ding and
Yu{-}Xiong Wang and
Huan Liu and
Hanghang Tong},
title = {Generalized few-shot node classification: toward an uncertainty-based
solution},
journal = {Knowl. Inf. Syst.},
volume = {66},
number = {2},
pages = {1205--1229},
year = {2024},
url = {https://doi.org/10.1007/s10115-023-01975-7},
doi = {10.1007/S10115-023-01975-7},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/XuDWLT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/DingWLCL24,
author = {Kaize Ding and
Jianling Wang and
Jundong Li and
James Caverlee and
Huan Liu},
title = {Robust Graph Meta-Learning for Weakly Supervised Few-Shot Node Classification},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {18},
number = {4},
pages = {83:1--83:18},
year = {2024},
url = {https://doi.org/10.1145/3630260},
doi = {10.1145/3630260},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/DingWLCL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/JingYDPZ0T24,
author = {Baoyu Jing and
Yuchen Yan and
Kaize Ding and
Chanyoung Park and
Yada Zhu and
Huan Liu and
Hanghang Tong},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Sterling: Synergistic Representation Learning on Bipartite Graphs},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {12976--12984},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i12.29195},
doi = {10.1609/AAAI.V38I12.29195},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/JingYDPZ0T24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/TanC0024,
author = {Zhen Tan and
Tianlong Chen and
Zhenyu Zhang and
Huan Liu},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Sparsity-Guided Holistic Explanation for LLMs with Interpretable Inference-Time
Intervention},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {21619--21627},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i19.30160},
doi = {10.1609/AAAI.V38I19.30160},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/TanC0024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/AgrawalPDLC24,
author = {Garima Agrawal and
Kuntal Pal and
Yuli Deng and
Huan Liu and
Ying{-}Chih Chen},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {CyberQ: Generating Questions and Answers for Cybersecurity Education
Using Knowledge Graph-Augmented LLMs},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {23164--23172},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i21.30362},
doi = {10.1609/AAAI.V38I21.30362},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/AgrawalPDLC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eacl/LiTCL24,
author = {Dawei Li and
Zhen Tan and
Tianlong Chen and
Huan Liu},
editor = {Yvette Graham and
Matthew Purver},
title = {Contextualization Distillation from Large Language Model for Knowledge
Graph Completion},
booktitle = {Findings of the Association for Computational Linguistics: {EACL}
2024, St. Julian's, Malta, March 17-22, 2024},
pages = {458--477},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://aclanthology.org/2024.findings-eacl.32},
timestamp = {Tue, 02 Apr 2024 16:32:10 +0200},
biburl = {https://dblp.org/rec/conf/eacl/LiTCL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eacl/MoraffahL24,
author = {Bahman Moraffah and
Huan Liu},
editor = {Yvette Graham and
Matthew Purver},
title = {Exploiting Class Probabilities for Black-box Sentence-level Attacks},
booktitle = {Findings of the Association for Computational Linguistics: {EACL}
2024, St. Julian's, Malta, March 17-22, 2024},
pages = {1557--1568},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://aclanthology.org/2024.findings-eacl.107},
timestamp = {Sat, 23 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eacl/MoraffahL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/ShethMKC024,
author = {Paras Sheth and
Raha Moraffah and
Tharindu S. Kumarage and
Aman Chadha and
Huan Liu},
editor = {Luz Angelica Caudillo{-}Mata and
Silvio Lattanzi and
Andr{\'{e}}s Mu{\~{n}}oz Medina and
Leman Akoglu and
Aristides Gionis and
Sergei Vassilvitskii},
title = {Causality Guided Disentanglement for Cross-Platform Hate Speech Detection},
booktitle = {Proceedings of the 17th {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2024, Merida, Mexico, March 4-8, 2024},
pages = {626--635},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3616855.3635771},
doi = {10.1145/3616855.3635771},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/ShethMKC024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-01729,
author = {Dawei Li and
Zhen Tan and
Tianlong Chen and
Huan Liu},
title = {Contextualization Distillation from Large Language Model for Knowledge
Graph Completion},
journal = {CoRR},
volume = {abs/2402.01729},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.01729},
doi = {10.48550/ARXIV.2402.01729},
eprinttype = {arXiv},
eprint = {2402.01729},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-01729.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-02695,
author = {Raha Moraffah and
Huan Liu},
title = {Exploiting Class Probabilities for Black-box Sentence-level Attacks},
journal = {CoRR},
volume = {abs/2402.02695},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.02695},
doi = {10.48550/ARXIV.2402.02695},
eprinttype = {arXiv},
eprint = {2402.02695},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-02695.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-02696,
author = {Raha Moraffah and
Paras Sheth and
Saketh Vishnubhatla and
Huan Liu},
title = {Causal Feature Selection for Responsible Machine Learning},
journal = {CoRR},
volume = {abs/2402.02696},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.02696},
doi = {10.48550/ARXIV.2402.02696},
eprinttype = {arXiv},
eprint = {2402.02696},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-02696.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-02732,
author = {Raha Moraffah and
Huan Liu},
title = {A Generative Approach to Surrogate-based Black-box Attacks},
journal = {CoRR},
volume = {abs/2402.02732},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.02732},
doi = {10.48550/ARXIV.2402.02732},
eprinttype = {arXiv},
eprint = {2402.02732},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-02732.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-06221,
author = {Saurabh Bhausaheb Zinjad and
Amrita Bhattacharjee and
Amey Bhilegaonkar and
Huan Liu},
title = {ResumeFlow: An LLM-facilitated Pipeline for Personalized Resume Generation
and Refinement},
journal = {CoRR},
volume = {abs/2402.06221},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.06221},
doi = {10.48550/ARXIV.2402.06221},
eprinttype = {arXiv},
eprint = {2402.06221},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-06221.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-06655,
author = {Raha Moraffah and
Shubh Khandelwal and
Amrita Bhattacharjee and
Huan Liu},
title = {Adversarial Text Purification: {A} Large Language Model Approach for
Defense},
journal = {CoRR},
volume = {abs/2402.06655},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.06655},
doi = {10.48550/ARXIV.2402.06655},
eprinttype = {arXiv},
eprint = {2402.06655},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-06655.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-13446,
author = {Zhen Tan and
Alimohammad Beigi and
Song Wang and
Ruocheng Guo and
Amrita Bhattacharjee and
Bohan Jiang and
Mansooreh Karami and
Jundong Li and
Lu Cheng and
Huan Liu},
title = {Large Language Models for Data Annotation: {A} Survey},
journal = {CoRR},
volume = {abs/2402.13446},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.13446},
doi = {10.48550/ARXIV.2402.13446},
eprinttype = {arXiv},
eprint = {2402.13446},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-13446.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-14859,
author = {Zhen Tan and
Chengshuai Zhao and
Raha Moraffah and
Yifan Li and
Yu Kong and
Tianlong Chen and
Huan Liu},
title = {The Wolf Within: Covert Injection of Malice into {MLLM} Societies
via an {MLLM} Operative},
journal = {CoRR},
volume = {abs/2402.14859},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.14859},
doi = {10.48550/ARXIV.2402.14859},
eprinttype = {arXiv},
eprint = {2402.14859},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-14859.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-01071,
author = {Song Wang and
Zhen Tan and
Xinyu Zhao and
Tianlong Chen and
Huan Liu and
Jundong Li},
title = {GraphRCG: Self-conditioned Graph Generation via Bootstrapped Representations},
journal = {CoRR},
volume = {abs/2403.01071},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.01071},
doi = {10.48550/ARXIV.2403.01071},
eprinttype = {arXiv},
eprint = {2403.01071},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-01071.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-01152,
author = {Tharindu Kumarage and
Garima Agrawal and
Paras Sheth and
Raha Moraffah and
Aman Chadha and
Joshua Garland and
Huan Liu},
title = {A Survey of AI-generated Text Forensic Systems: Detection, Attribution,
and Characterization},
journal = {CoRR},
volume = {abs/2403.01152},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.01152},
doi = {10.48550/ARXIV.2403.01152},
eprinttype = {arXiv},
eprint = {2403.01152},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-01152.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-04009,
author = {Bohan Jiang and
Lu Cheng and
Zhen Tan and
Ruocheng Guo and
Huan Liu},
title = {Media Bias Matters: Understanding the Impact of Politically Biased
News on Vaccine Attitudes in Social Media},
journal = {CoRR},
volume = {abs/2403.04009},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.04009},
doi = {10.48550/ARXIV.2403.04009},
eprinttype = {arXiv},
eprint = {2403.04009},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-04009.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-05636,
author = {Zhen Tan and
Jie Peng and
Tianlong Chen and
Huan Liu},
title = {Tuning-Free Accountable Intervention for {LLM} Deployment - {A} Metacognitive
Approach},
journal = {CoRR},
volume = {abs/2403.05636},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.05636},
doi = {10.48550/ARXIV.2403.05636},
eprinttype = {arXiv},
eprint = {2403.05636},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-05636.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-11366,
author = {Anique Tahir and
Lu Cheng and
Huan Liu},
title = {{JORA:} {JAX} Tensor-Parallel LoRA Library for Retrieval Augmented
Fine-Tuning},
journal = {CoRR},
volume = {abs/2403.11366},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.11366},
doi = {10.48550/ARXIV.2403.11366},
eprinttype = {arXiv},
eprint = {2403.11366},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-11366.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-12403,
author = {Ayushi Nirmal and
Amrita Bhattacharjee and
Paras Sheth and
Huan Liu},
title = {Towards Interpretable Hate Speech Detection using Large Language Model-extracted
Rationales},
journal = {CoRR},
volume = {abs/2403.12403},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.12403},
doi = {10.48550/ARXIV.2403.12403},
eprinttype = {arXiv},
eprint = {2403.12403},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-12403.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-15690,
author = {Amrita Bhattacharjee and
Raha Moraffah and
Joshua Garland and
Huan Liu},
title = {{EAGLE:} {A} Domain Generalization Framework for AI-generated Text
Detection},
journal = {CoRR},
volume = {abs/2403.15690},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.15690},
doi = {10.48550/ARXIV.2403.15690},
eprinttype = {arXiv},
eprint = {2403.15690},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-15690.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/ws/ChengL23,
author = {Lu Cheng and
Huan Liu},
title = {Socially Responsible {AI} - Theories and Practices},
publisher = {WorldScientific},
year = {2023},
url = {https://doi.org/10.1142/13150},
doi = {10.1142/13150},
isbn = {9789811266621},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/ws/ChengL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/XiaAAL23,
author = {Feng Xia and
Leman Akoglu and
Charu Aggarwal and
Huan Liu},
title = {Deep Anomaly Analytics: Advancing the Frontier of Anomaly Detection},
journal = {{IEEE} Intell. Syst.},
volume = {38},
number = {2},
pages = {32--35},
year = {2023},
url = {https://doi.org/10.1109/MIS.2023.3255590},
doi = {10.1109/MIS.2023.3255590},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/expert/XiaAAL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/information/AgrawalB023,
author = {Garima Agrawal and
Dimitri P. Bertsekas and
Huan Liu},
title = {Auction-Based Learning for Question Answering over Knowledge Graphs},
journal = {Inf.},
volume = {14},
number = {6},
pages = {336},
year = {2023},
url = {https://doi.org/10.3390/info14060336},
doi = {10.3390/INFO14060336},
timestamp = {Tue, 08 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/information/AgrawalB023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgcn/YangCYLL23,
author = {Shisong Yang and
Yuwen Chen and
Zhen Yang and
Bowen Li and
Huan Liu},
title = {Fast Secure Aggregation With High Dropout Resilience for Federated
Learning},
journal = {{IEEE} Trans. Green Commun. Netw.},
volume = {7},
number = {3},
pages = {1501--1514},
year = {2023},
url = {https://doi.org/10.1109/TGCN.2023.3277251},
doi = {10.1109/TGCN.2023.3277251},
timestamp = {Sun, 03 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgcn/YangCYLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangGCYL23,
author = {Qianru Wang and
Bin Guo and
Lu Cheng and
Zhiwen Yu and
Huan Liu},
title = {CausalSE: Understanding Varied Spatial Effects with Missing Data Toward
Adding New Bike-sharing Stations},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {17},
number = {2},
pages = {20:1--20:24},
year = {2023},
url = {https://doi.org/10.1145/3536427},
doi = {10.1145/3536427},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/WangGCYL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ShethG00C23,
author = {Paras Sheth and
Ruocheng Guo and
Lu Cheng and
Huan Liu and
Kasim Sel{\c{c}}uk Candan},
title = {Causal Disentanglement for Implicit Recommendations with Network Information},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {17},
number = {7},
pages = {94:1--94:18},
year = {2023},
url = {https://doi.org/10.1145/3582435},
doi = {10.1145/3582435},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/ShethG00C23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnse/YangZYSL23,
author = {Zhen Yang and
Ming Zhou and
Haiyang Yu and
Richard O. Sinnott and
Huan Liu},
title = {Efficient and Secure Federated Learning With Verifiable Weighted Average
Aggregation},
journal = {{IEEE} Trans. Netw. Sci. Eng.},
volume = {10},
number = {1},
pages = {205--222},
year = {2023},
url = {https://doi.org/10.1109/TNSE.2022.3206243},
doi = {10.1109/TNSE.2022.3206243},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnse/YangZYSL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/DingWY023,
author = {Kaize Ding and
Yancheng Wang and
Yingzhen Yang and
Huan Liu},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Eliciting Structural and Semantic Global Knowledge in Unsupervised
Graph Contrastive Learning},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {7378--7386},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i6.25898},
doi = {10.1609/AAAI.V37I6.25898},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/DingWY023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaiss/AgrawalPD0B23,
author = {Garima Agrawal and
Kuntal Pal and
Yuli Deng and
Huan Liu and
Chitta Baral},
editor = {Andreas Martin and
Hans{-}Georg Fill and
Aurona Gerber and
Knut Hinkelmann and
Doug Lenat and
Reinhard Stolle and
Frank van Harmelen},
title = {AISecKG: Knowledge Graph Dataset for Cybersecurity Education},
booktitle = {Proceedings of the {AAAI} 2023 Spring Symposium on Challenges Requiring
the Combination of Machine Learning and Knowledge Engineering {(AAAI-MAKE}
2023), Hyatt Regency, San Francisco Airport, California, USA, March
27-29, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3433},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3433/paper6.pdf},
timestamp = {Wed, 02 Aug 2023 16:52:45 +0200},
biburl = {https://dblp.org/rec/conf/aaaiss/AgrawalPD0B23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/AlatawiS023,
author = {Faisal Alatawi and
Paras Sheth and
Huan Liu},
editor = {B. Aditya Prakash and
Dong Wang and
Tim Weninger},
title = {Quantifying the Echo Chamber Effect: An Embedding Distance-based Approach},
booktitle = {Proceedings of the International Conference on Advances in Social
Networks Analysis and Mining, {ASONAM} 2023, Kusadasi, Turkey, November
6-9, 2023},
pages = {38--45},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3625007.3627731},
doi = {10.1145/3625007.3627731},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asunam/AlatawiS023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/Tahir0023,
author = {Anique Tahir and
Lu Cheng and
Huan Liu},
editor = {Ingo Frommholz and
Frank Hopfgartner and
Mark Lee and
Michael Oakes and
Mounia Lalmas and
Min Zhang and
Rodrygo L. T. Santos},
title = {Fairness through Aleatoric Uncertainty},
booktitle = {Proceedings of the 32nd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {2372--2381},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583780.3614875},
doi = {10.1145/3583780.3614875},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/Tahir0023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/0004LLWYL23,
author = {Zhen Yang and
Junrui Liu and
Tong Li and
Di Wu and
Shiqiu Yang and
Huan Liu},
editor = {Ingo Frommholz and
Frank Hopfgartner and
Mark Lee and
Michael Oakes and
Mounia Lalmas and
Min Zhang and
Rodrygo L. T. Santos},
title = {A Two-tier Shared Embedding Method for Review-based Recommender Systems},
booktitle = {Proceedings of the 32nd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {2928--2938},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583780.3614770},
doi = {10.1145/3583780.3614770},
timestamp = {Wed, 22 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/0004LLWYL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhouD0T23,
author = {Qinghai Zhou and
Kaize Ding and
Huan Liu and
Hanghang Tong},
editor = {Ingo Frommholz and
Frank Hopfgartner and
Mark Lee and
Michael Oakes and
Mounia Lalmas and
Min Zhang and
Rodrygo L. T. Santos},
title = {Learning Node Abnormality with Weak Supervision},
booktitle = {Proceedings of the 32nd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {3584--3594},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583780.3614950},
doi = {10.1145/3583780.3614950},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ZhouD0T23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ShethMDSSLC23,
author = {Paras Sheth and
Ahmadreza Mosallanezhad and
Kaize Ding and
Reepal Shah and
John Sabo and
Huan Liu and
K. Sel{\c{c}}uk Candan},
editor = {Ingo Frommholz and
Frank Hopfgartner and
Mark Lee and
Michael Oakes and
Mounia Lalmas and
Min Zhang and
Rodrygo L. T. Santos},
title = {{STREAMS:} Towards Spatio-Temporal Causal Discovery with Reinforcement
Learning for Streamflow Rate Prediction},
booktitle = {Proceedings of the 32nd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {4815--4821},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583780.3614719},
doi = {10.1145/3583780.3614719},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ShethMDSSLC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cyberc/KumarageL23,
author = {Tharindu Kumarage and
Huan Liu},
title = {Neural Authorship Attribution: Stylometric Analysis on Large Language
Models},
booktitle = {International Conference on Cyber-Enabled Distributed Computing and
Knowledge Discovery, CyberC 2023, Jiangsu, China, November 2-4, 2023},
pages = {51--54},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CyberC58899.2023.00019},
doi = {10.1109/CYBERC58899.2023.00019},
timestamp = {Wed, 27 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cyberc/KumarageL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/KumarageSMG023,
author = {Tharindu Kumarage and
Paras Sheth and
Raha Moraffah and
Joshua Garland and
Huan Liu},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {How Reliable Are AI-Generated-Text Detectors? An Assessment Framework
Using Evasive Soft Prompts},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2023, Singapore, December 6-10, 2023},
pages = {1337--1349},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-emnlp.94},
doi = {10.18653/V1/2023.FINDINGS-EMNLP.94},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/KumarageSMG023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KaramiMS023,
author = {Mansooreh Karami and
David Mosallanezhad and
Paras Sheth and
Huan Liu},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {Silence Speaks Volumes: Re-weighting Techniques for Under-Represented
Users in Fake News Detection},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {1430--1437},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00182},
doi = {10.1109/ICDMW60847.2023.00182},
timestamp = {Tue, 13 Feb 2024 13:22:54 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KaramiMS023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnlp/KumarageBPRGRLG23,
author = {Tharindu Kumarage and
Amrita Bhattacharjee and
Djordje Padejski and
Kristy Roschke and
Dan Gillmor and
Scott W. Ruston and
Huan Liu and
Joshua Garland},
editor = {Jong C. Park and
Yuki Arase and
Baotian Hu and
Wei Lu and
Derry Wijaya and
Ayu Purwarianti and
Adila Alfa Krisnadhi},
title = {J-Guard: Journalism Guided Adversarially Robust Detection of AI-generated
News},
booktitle = {Proceedings of the 13th International Joint Conference on Natural
Language Processing and the 3rd Conference of the Asia-Pacific Chapter
of the Association for Computational Linguistics, {IJCNLP} 2023 -Volume
1: Long Papers, Nusa Dua, Bali, November 1 - 4, 2023},
pages = {484--497},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.ijcnlp-main.32},
doi = {10.18653/V1/2023.IJCNLP-MAIN.32},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnlp/KumarageBPRGRLG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnlp/BhattacharjeeKML23,
author = {Amrita Bhattacharjee and
Tharindu Kumarage and
Raha Moraffah and
Huan Liu},
editor = {Jong C. Park and
Yuki Arase and
Baotian Hu and
Wei Lu and
Derry Wijaya and
Ayu Purwarianti and
Adila Alfa Krisnadhi},
title = {ConDA: Contrastive Domain Adaptation for AI-generated Text Detection},
booktitle = {Proceedings of the 13th International Joint Conference on Natural
Language Processing and the 3rd Conference of the Asia-Pacific Chapter
of the Association for Computational Linguistics, {IJCNLP} 2023 -Volume
1: Long Papers, Nusa Dua, Bali, November 1 - 4, 2023},
pages = {598--610},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.ijcnlp-main.40},
doi = {10.18653/V1/2023.IJCNLP-MAIN.40},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnlp/BhattacharjeeKML23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiuDWL0P23,
author = {Yixin Liu and
Kaize Ding and
Jianling Wang and
Vincent C. S. Lee and
Huan Liu and
Shirui Pan},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {Learning Strong Graph Neural Networks with Weak Information},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {1559--1571},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599410},
doi = {10.1145/3580305.3599410},
timestamp = {Mon, 25 Sep 2023 08:29:22 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiuDWL0P23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TanGDL23,
author = {Zhen Tan and
Ruocheng Guo and
Kaize Ding and
Huan Liu},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {Virtual Node Tuning for Few-shot Node Classification},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {2177--2188},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599541},
doi = {10.1145/3580305.3599541},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/TanGDL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangTLL23,
author = {Song Wang and
Zhen Tan and
Huan Liu and
Jundong Li},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {Contrastive Meta-Learning for Few-shot Node Classification},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {2386--2397},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599288},
doi = {10.1145/3580305.3599288},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WangTLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/MoraffahKRL23,
author = {Raha Moraffah and
Amir{-}Hossein Karimi and
Adrienne Raglin and
Huan Liu},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {Socially Responsible Machine Learning: {A} Causal Perspective},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {5819--5820},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599571},
doi = {10.1145/3580305.3599571},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/MoraffahKRL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ShethKMCL23,
author = {Paras Sheth and
Tharindu Kumarage and
Raha Moraffah and
Aman Chadha and
Huan Liu},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {{PEACE:} Cross-Platform Hate Speech Detection - {A} Causality-Guided
Framework},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {559--575},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_33},
doi = {10.1007/978-3-031-43412-9\_33},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ShethKMCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbp/MathavanTML23,
author = {Hirthik Mathavan and
Zhen Tan and
Nivedh Mudiam and
Huan Liu},
editor = {Robert Thomson and
Samer Al{-}khateeb and
Annetta Burger and
Patrick S. Park and
Aryn A. Pyke},
title = {Inductive Linear Probing for Few-Shot Node Classification},
booktitle = {Social, Cultural, and Behavioral Modeling - 16th International Conference,
SBP-BRiMS 2023, Pittsburgh, PA, USA, September 20-22, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14161},
pages = {274--284},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43129-6\_27},
doi = {10.1007/978-3-031-43129-6\_27},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sbp/MathavanTML23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/DingLPCWHC0C23,
author = {Kaize Ding and
Albert Jiongqian Liang and
Bryan Perozzi and
Ting Chen and
Ruoxi Wang and
Lichan Hong and
Ed H. Chi and
Huan Liu and
Derek Zhiyuan Cheng},
editor = {Hsin{-}Hsi Chen and
Wei{-}Jou (Edward) Duh and
Hen{-}Hsen Huang and
Makoto P. Kato and
Josiane Mothe and
Barbara Poblete},
title = {HyperFormer: Learning Expressive Sparse Feature Representations via
Hypergraph Transformer},
booktitle = {Proceedings of the 46th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2023, Taipei,
Taiwan, July 23-27, 2023},
pages = {2062--2066},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3539618.3591999},
doi = {10.1145/3539618.3591999},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/DingLPCWHC0C23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wassa/SubbiahBHKLM23,
author = {Melanie Subbiah and
Amrita Bhattacharjee and
Bobby Yilun Hua and
Tharindu Kumarage and
Huan Liu and
Kathleen R. McKeown},
editor = {Jeremy Barnes and
Orph{\'{e}}e De Clercq and
Roman Klinger},
title = {Towards Detecting Harmful Agendas in News Articles},
booktitle = {Proceedings of the 13th Workshop on Computational Approaches to Subjectivity,
Sentiment, {\&} Social Media Analysis, WASSA@ACL 2023, Toronto,
Canada, July 14, 2023},
pages = {110--128},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.wassa-1.11},
doi = {10.18653/V1/2023.WASSA-1.11},
timestamp = {Thu, 05 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wassa/SubbiahBHKLM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/LiuD0P23,
author = {Yixin Liu and
Kaize Ding and
Huan Liu and
Shirui Pan},
editor = {Tat{-}Seng Chua and
Hady W. Lauw and
Luo Si and
Evimaria Terzi and
Panayiotis Tsaparas},
title = {{GOOD-D:} On Unsupervised Graph Out-Of-Distribution Detection},
booktitle = {Proceedings of the Sixteenth {ACM} International Conference on Web
Search and Data Mining, {WSDM} 2023, Singapore, 27 February 2023 -
3 March 2023},
pages = {339--347},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3539597.3570446},
doi = {10.1145/3539597.3570446},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/LiuD0P23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-00102,
author = {Melanie Subbiah and
Amrita Bhattacharjee and
Bobby Yilun Hua and
Tharindu Kumarage and
Huan Liu and
Kathleen R. McKeown},
title = {Detecting Harmful Agendas in News Articles},
journal = {CoRR},
volume = {abs/2302.00102},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.00102},
doi = {10.48550/ARXIV.2302.00102},
eprinttype = {arXiv},
eprint = {2302.00102},
timestamp = {Thu, 09 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-00102.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-05428,
author = {Baoyu Jing and
Yuchen Yan and
Kaize Ding and
Chanyoung Park and
Yada Zhu and
Huan Liu and
Hanghang Tong},
title = {{STERLING:} Synergistic Representation Learning on Bipartite Graphs},
journal = {CoRR},
volume = {abs/2302.05428},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.05428},
doi = {10.48550/ARXIV.2302.05428},
eprinttype = {arXiv},
eprint = {2302.05428},
timestamp = {Mon, 13 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-05428.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-03697,
author = {Tharindu Kumarage and
Joshua Garland and
Amrita Bhattacharjee and
Kirill Trapeznikov and
Scott W. Ruston and
Huan Liu},
title = {Stylometric Detection of AI-Generated Text in Twitter Timelines},
journal = {CoRR},
volume = {abs/2303.03697},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.03697},
doi = {10.48550/ARXIV.2303.03697},
eprinttype = {arXiv},
eprint = {2303.03697},
timestamp = {Wed, 15 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-03697.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-03646,
author = {Anique Tahir and
Lu Cheng and
Huan Liu},
title = {Fairness through Aleatoric Uncertainty},
journal = {CoRR},
volume = {abs/2304.03646},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.03646},
doi = {10.48550/ARXIV.2304.03646},
eprinttype = {arXiv},
eprint = {2304.03646},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-03646.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-09196,
author = {Ujun Jeong and
Paras Sheth and
Anique Tahir and
Faisal Alatawi and
H. Russell Bernard and
Huan Liu},
title = {Exploring Platform Migration Patterns between Twitter and Mastodon:
{A} User Behavior Study},
journal = {CoRR},
volume = {abs/2305.09196},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.09196},
doi = {10.48550/ARXIV.2305.09196},
eprinttype = {arXiv},
eprint = {2305.09196},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-09196.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-17386,
author = {Kaize Ding and
Albert Jiongqian Liang and
Bryan Perozzi and
Ting Chen and
Ruoxi Wang and
Lichan Hong and
Ed H. Chi and
Huan Liu and
Derek Zhiyuan Cheng},
title = {HyperFormer: Learning Expressive Sparse Feature Representations via
Hypergraph Transformer},
journal = {CoRR},
volume = {abs/2305.17386},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.17386},
doi = {10.48550/ARXIV.2305.17386},
eprinttype = {arXiv},
eprint = {2305.17386},
timestamp = {Sun, 28 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-17386.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-18457,
author = {Yixin Liu and
Kaize Ding and
Jianling Wang and
Vincent C. S. Lee and
Huan Liu and
Shirui Pan},
title = {Learning Strong Graph Neural Networks with Weak Information},
journal = {CoRR},
volume = {abs/2305.18457},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.18457},
doi = {10.48550/ARXIV.2305.18457},
eprinttype = {arXiv},
eprint = {2305.18457},
timestamp = {Sat, 17 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-18457.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-06063,
author = {Zhen Tan and
Ruocheng Guo and
Kaize Ding and
Huan Liu},
title = {Virtual Node Tuning for Few-shot Node Classification},
journal = {CoRR},
volume = {abs/2306.06063},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.06063},
doi = {10.48550/ARXIV.2306.06063},
eprinttype = {arXiv},
eprint = {2306.06063},
timestamp = {Wed, 14 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-06063.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-08192,
author = {Hirthik Mathavan and
Zhen Tan and
Nivedh Mudiam and
Huan Liu},
title = {Inductive Linear Probing for Few-shot Node Classification},
journal = {CoRR},
volume = {abs/2306.08192},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.08192},
doi = {10.48550/ARXIV.2306.08192},
eprinttype = {arXiv},
eprint = {2306.08192},
timestamp = {Sun, 18 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-08192.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-08804,
author = {Paras Sheth and
Tharindu Kumarage and
Raha Moraffah and
Aman Chadha and
Huan Liu},
title = {{PEACE:} Cross-Platform Hate Speech Detection- {A} Causality-guided
Framework},
journal = {CoRR},
volume = {abs/2306.08804},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.08804},
doi = {10.48550/ARXIV.2306.08804},
eprinttype = {arXiv},
eprint = {2306.08804},
timestamp = {Sun, 18 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-08804.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-15154,
author = {Song Wang and
Zhen Tan and
Huan Liu and
Jundong Li},
title = {Contrastive Meta-Learning for Few-shot Node Classification},
journal = {CoRR},
volume = {abs/2306.15154},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.15154},
doi = {10.48550/ARXIV.2306.15154},
eprinttype = {arXiv},
eprint = {2306.15154},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-15154.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-04668,
author = {Faisal Alatawi and
Paras Sheth and
Huan Liu},
title = {Quantifying the Echo Chamber Effect: An Embedding Distance-based Approach},
journal = {CoRR},
volume = {abs/2307.04668},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.04668},
doi = {10.48550/ARXIV.2307.04668},
eprinttype = {arXiv},
eprint = {2307.04668},
timestamp = {Mon, 24 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-04668.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-13757,
author = {Suraj Jyothi Unni and
Paras Sheth and
Kaize Ding and
Huan Liu and
K. Sel{\c{c}}uk Candan},
title = {{UPREVE:} An End-to-End Causal Discovery Benchmarking System},
journal = {CoRR},
volume = {abs/2307.13757},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.13757},
doi = {10.48550/ARXIV.2307.13757},
eprinttype = {arXiv},
eprint = {2307.13757},
timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-13757.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-01284,
author = {Amrita Bhattacharjee and
Huan Liu},
title = {Fighting Fire with Fire: Can ChatGPT Detect AI-generated Text?},
journal = {CoRR},
volume = {abs/2308.01284},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.01284},
doi = {10.48550/ARXIV.2308.01284},
eprinttype = {arXiv},
eprint = {2308.01284},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-01284.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-02011,
author = {Mansooreh Karami and
David Mosallanezhad and
Paras Sheth and
Huan Liu},
title = {Silence Speaks Volumes: Re-weighting Techniques for Under-Represented
Users in Fake News Detection},
journal = {CoRR},
volume = {abs/2308.02011},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.02011},
doi = {10.48550/ARXIV.2308.02011},
eprinttype = {arXiv},
eprint = {2308.02011},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-02011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-02080,
author = {Paras Sheth and
Tharindu Kumarage and
Raha Moraffah and
Aman Chadha and
Huan Liu},
title = {Causality Guided Disentanglement for Cross-Platform Hate Speech Detection},
journal = {CoRR},
volume = {abs/2308.02080},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.02080},
doi = {10.48550/ARXIV.2308.02080},
eprinttype = {arXiv},
eprint = {2308.02080},
timestamp = {Tue, 22 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-02080.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-07305,
author = {Tharindu Kumarage and
Huan Liu},
title = {Neural Authorship Attribution: Stylometric Analysis on Large Language
Models},
journal = {CoRR},
volume = {abs/2308.07305},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.07305},
doi = {10.48550/ARXIV.2308.07305},
eprinttype = {arXiv},
eprint = {2308.07305},
timestamp = {Wed, 23 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-07305.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-03164,
author = {Tharindu Kumarage and
Amrita Bhattacharjee and
Djordje Padejski and
Kristy Roschke and
Dan Gillmor and
Scott W. Ruston and
Huan Liu and
Joshua Garland},
title = {J-Guard: Journalism Guided Adversarially Robust Detection of AI-generated
News},
journal = {CoRR},
volume = {abs/2309.03164},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.03164},
doi = {10.48550/ARXIV.2309.03164},
eprinttype = {arXiv},
eprint = {2309.03164},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-03164.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-03992,
author = {Amrita Bhattacharjee and
Tharindu Kumarage and
Raha Moraffah and
Huan Liu},
title = {ConDA: Contrastive Domain Adaptation for AI-generated Text Detection},
journal = {CoRR},
volume = {abs/2309.03992},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.03992},
doi = {10.48550/ARXIV.2309.03992},
eprinttype = {arXiv},
eprint = {2309.03992},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-03992.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-06525,
author = {Ayushi Nirmal and
Bohan Jiang and
Huan Liu},
title = {SocioHub: An Interactive Tool for Cross-Platform Social Media Data
Collection},
journal = {CoRR},
volume = {abs/2309.06525},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.06525},
doi = {10.48550/ARXIV.2309.06525},
eprinttype = {arXiv},
eprint = {2309.06525},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-06525.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-12613,
author = {Ujun Jeong and
Ayushi Nirmal and
Kritshekhar Jha and
Xu Tang and
H. Russell Bernard and
Huan Liu},
title = {User Migration across Multiple Social Media Platforms},
journal = {CoRR},
volume = {abs/2309.12613},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.12613},
doi = {10.48550/ARXIV.2309.12613},
eprinttype = {arXiv},
eprint = {2309.12613},
timestamp = {Wed, 27 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-12613.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-13340,
author = {Amrita Bhattacharjee and
Raha Moraffah and
Joshua Garland and
Huan Liu},
title = {LLMs as Counterfactual Explanation Modules: Can ChatGPT Explain Black-box
Text Classifiers?},
journal = {CoRR},
volume = {abs/2309.13340},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.13340},
doi = {10.48550/ARXIV.2309.13340},
eprinttype = {arXiv},
eprint = {2309.13340},
timestamp = {Thu, 28 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-13340.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-15176,
author = {Nayoung Kim and
David Mosallanezhad and
Lu Cheng and
Michelle V. Mancenido and
Huan Liu},
title = {{STANCE-C3:} Domain-adaptive Cross-target Stance Detection via Contrastive
Learning and Counterfactual Generation},
journal = {CoRR},
volume = {abs/2309.15176},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.15176},
doi = {10.48550/ARXIV.2309.15176},
eprinttype = {arXiv},
eprint = {2309.15176},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-15176.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-15847,
author = {Bohan Jiang and
Zhen Tan and
Ayushi Nirmal and
Huan Liu},
title = {Disinformation Detection: An Evolving Challenge in the Age of LLMs},
journal = {CoRR},
volume = {abs/2309.15847},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.15847},
doi = {10.48550/ARXIV.2309.15847},
eprinttype = {arXiv},
eprint = {2309.15847},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-15847.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-05095,
author = {Tharindu Kumarage and
Paras Sheth and
Raha Moraffah and
Joshua Garland and
Huan Liu},
title = {How Reliable Are AI-Generated-Text Detectors? An Assessment Framework
Using Evasive Soft Prompts},
journal = {CoRR},
volume = {abs/2310.05095},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.05095},
doi = {10.48550/ARXIV.2310.05095},
eprinttype = {arXiv},
eprint = {2310.05095},
timestamp = {Fri, 20 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-05095.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-11557,
author = {Qihan Wang and
Anique Tahir and
Zeyad Alghamdi and
Huan Liu},
title = {Exploring Musical, Lyrical, and Network Dimensions of Music Sharing
Among Depression Individuals},
journal = {CoRR},
volume = {abs/2310.11557},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.11557},
doi = {10.48550/ARXIV.2310.11557},
eprinttype = {arXiv},
eprint = {2310.11557},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-11557.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-00807,
author = {Suraj Jyothi Unni and
Raha Moraffah and
Huan Liu},
title = {{VQA-GEN:} {A} Visual Question Answering Benchmark for Domain Generalization},
journal = {CoRR},
volume = {abs/2311.00807},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.00807},
doi = {10.48550/ARXIV.2311.00807},
eprinttype = {arXiv},
eprint = {2311.00807},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-00807.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-05014,
author = {Zhen Tan and
Lu Cheng and
Song Wang and
Yuan Bo and
Jundong Li and
Huan Liu},
title = {Interpreting Pretrained Language Models via Concept Bottlenecks},
journal = {CoRR},
volume = {abs/2311.05014},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.05014},
doi = {10.48550/ARXIV.2311.05014},
eprinttype = {arXiv},
eprint = {2311.05014},
timestamp = {Tue, 14 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-05014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-07914,
author = {Garima Agrawal and
Tharindu Kumarage and
Zeyad Alghami and
Huan Liu},
title = {Can Knowledge Graphs Reduce Hallucinations in LLMs? : {A} Survey},
journal = {CoRR},
volume = {abs/2311.07914},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.07914},
doi = {10.48550/ARXIV.2311.07914},
eprinttype = {arXiv},
eprint = {2311.07914},
timestamp = {Tue, 21 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-07914.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-15033,
author = {Zhen Tan and
Tianlong Chen and
Zhenyu Zhang and
Huan Liu},
title = {Sparsity-Guided Holistic Explanation for LLMs with Interpretable Inference-Time
Intervention},
journal = {CoRR},
volume = {abs/2312.15033},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.15033},
doi = {10.48550/ARXIV.2312.15033},
eprinttype = {arXiv},
eprint = {2312.15033},
timestamp = {Wed, 27 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-15033.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ChakrabortySBL22,
author = {Tanmoy Chakraborty and
Kai Shu and
H. Russell Bernard and
Huan Liu},
title = {Editorial: Special issue on "Learning to combat online hostile
posts in regional languages during emergency situations"},
journal = {Neurocomputing},
volume = {500},
pages = {241--242},
year = {2022},
url = {https://doi.org/10.1016/j.neucom.2022.05.037},
doi = {10.1016/J.NEUCOM.2022.05.037},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/ChakrabortySBL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/information/AgrawalDPLC22,
author = {Garima Agrawal and
Yuli Deng and
Jongchan Park and
Huan Liu and
Ying{-}Chih Chen},
title = {Building Knowledge Graphs from Unstructured Texts: Applications and
Impact Analyses in Cybersecurity Education},
journal = {Inf.},
volume = {13},
number = {11},
pages = {526},
year = {2022},
url = {https://doi.org/10.3390/info13110526},
doi = {10.3390/INFO13110526},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/information/AgrawalDPLC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/WangGOCWYL22,
author = {Qianru Wang and
Bin Guo and
Yi Ouyang and
Lu Cheng and
Liang Wang and
Zhiwen Yu and
Huan Liu},
title = {Learning Shared Mobility-Aware Knowledge for Multiple Urban Travel
Demands},
journal = {{IEEE} Internet Things J.},
volume = {9},
number = {9},
pages = {7025--7035},
year = {2022},
url = {https://doi.org/10.1109/JIOT.2021.3115174},
doi = {10.1109/JIOT.2021.3115174},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/WangGOCWYL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipm/BagheriLSZ22,
author = {Ebrahim Bagheri and
Huan Liu and
Kai Shu and
Fattane Zarrinkalam},
title = {Foreword to the special issue on dis/misinformation mining from social
media},
journal = {Inf. Process. Manag.},
volume = {59},
number = {2},
pages = {102851},
year = {2022},
url = {https://doi.org/10.1016/j.ipm.2021.102851},
doi = {10.1016/J.IPM.2021.102851},
timestamp = {Wed, 16 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ipm/BagheriLSZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipm/ShengCBSLL22,
author = {Qiang Sheng and
Juan Cao and
H. Russell Bernard and
Kai Shu and
Jintao Li and
Huan Liu},
title = {Characterizing multi-domain false news and underlying user effects
on Chinese Weibo},
journal = {Inf. Process. Manag.},
volume = {59},
number = {4},
pages = {102959},
year = {2022},
url = {https://doi.org/10.1016/j.ipm.2022.102959},
doi = {10.1016/J.IPM.2022.102959},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ipm/ShengCBSLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ni/ZhangBMSWLW22,
author = {Wen Zhang and
B. Blair Braden and
Gustavo Miranda and
Kai Shu and
Suhang Wang and
Huan Liu and
Yalin Wang},
title = {Integrating Multimodal and Longitudinal Neuroimaging Data with Multi-Source
Network Representation Learning},
journal = {Neuroinformatics},
volume = {20},
number = {2},
pages = {301--316},
year = {2022},
url = {https://doi.org/10.1007/s12021-021-09523-w},
doi = {10.1007/S12021-021-09523-W},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ni/ZhangBMSWLW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/DingXTL22,
author = {Kaize Ding and
Zhe Xu and
Hanghang Tong and
Huan Liu},
title = {Data Augmentation for Deep Graph Learning: {A} Survey},
journal = {{SIGKDD} Explor.},
volume = {24},
number = {2},
pages = {61--77},
year = {2022},
url = {https://doi.org/10.1145/3575637.3575646},
doi = {10.1145/3575637.3575646},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/DingXTL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigweb/CandanLADTT22,
author = {K. Sel{\c{c}}uk Candan and
Huan Liu and
Leman Akoglu and
Xin Luna Dong and
Jiliang Tang and
Andrew Tomkins},
title = {{ACM} {WSDM} 2022 report},
journal = {{SIGWEB} Newsl.},
volume = {2022},
number = {Summer},
pages = {1:1--1:6},
year = {2022},
url = {https://doi.org/10.1145/3545196.3545197},
doi = {10.1145/3545196.3545197},
timestamp = {Mon, 24 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigweb/CandanLADTT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tai/ChengGMSCL22,
author = {Lu Cheng and
Ruocheng Guo and
Raha Moraffah and
Paras Sheth and
K. Sel{\c{c}}uk Candan and
Huan Liu},
title = {Evaluation Methods and Measures for Causal Learning Algorithms},
journal = {{IEEE} Trans. Artif. Intell.},
volume = {3},
number = {6},
pages = {924--943},
year = {2022},
url = {https://doi.org/10.1109/TAI.2022.3150264},
doi = {10.1109/TAI.2022.3150264},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tai/ChengGMSCL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/WangTXGCL22,
author = {Wei Wang and
Tao Tang and
Feng Xia and
Zhiguo Gong and
Zhikui Chen and
Huan Liu},
title = {Collaborative Filtering With Network Representation Learning for Citation
Recommendation},
journal = {{IEEE} Trans. Big Data},
volume = {8},
number = {5},
pages = {1233--1246},
year = {2022},
url = {https://doi.org/10.1109/TBDATA.2020.3034976},
doi = {10.1109/TBDATA.2020.3034976},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbd/WangTXGCL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcss/KhaundKALM22,
author = {Tuja Khaund and
Baris Kirdemir and
Nitin Agarwal and
Huan Liu and
Fred Morstatter},
title = {Social Bots and Their Coordination During Online Campaigns: {A} Survey},
journal = {{IEEE} Trans. Comput. Soc. Syst.},
volume = {9},
number = {2},
pages = {530--545},
year = {2022},
url = {https://doi.org/10.1109/TCSS.2021.3103515},
doi = {10.1109/TCSS.2021.3103515},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcss/KhaundKALM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/DingSSLL22,
author = {Kaize Ding and
Kai Shu and
Xuan Shan and
Jundong Li and
Huan Liu},
title = {Cross-Domain Graph Anomaly Detection},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {33},
number = {6},
pages = {2406--2415},
year = {2022},
url = {https://doi.org/10.1109/TNNLS.2021.3110982},
doi = {10.1109/TNNLS.2021.3110982},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/DingSSLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/LiuXFRL22,
author = {Jiaying Liu and
Feng Xia and
Xu Feng and
Jing Ren and
Huan Liu},
title = {Deep Graph Learning for Anomalous Citation Detection},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {33},
number = {6},
pages = {2543--2557},
year = {2022},
url = {https://doi.org/10.1109/TNNLS.2022.3145092},
doi = {10.1109/TNNLS.2022.3145092},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/LiuXFRL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnsm/YuYTWL22,
author = {Haiyang Yu and
Zhen Yang and
Shanshan Tu and
Muhammad Waqas and
Huan Liu},
title = {Blockchain-Based Offline Auditing for the Cloud in Vehicular Networks},
journal = {{IEEE} Trans. Netw. Serv. Manag.},
volume = {19},
number = {3},
pages = {2944--2956},
year = {2022},
url = {https://doi.org/10.1109/TNSM.2022.3164549},
doi = {10.1109/TNSM.2022.3164549},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnsm/YuYTWL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/DingWC022,
author = {Kaize Ding and
Jianling Wang and
James Caverlee and
Huan Liu},
title = {Meta Propagation Networks for Graph Few-shot Semi-supervised Learning},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {6524--6531},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i6.20605},
doi = {10.1609/AAAI.V36I6.20605},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/DingWC022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/JeongDCGSL22,
author = {Ujun Jeong and
Kaize Ding and
Lu Cheng and
Ruocheng Guo and
Kai Shu and
Huan Liu},
editor = {Shusaku Tsumoto and
Yukio Ohsawa and
Lei Chen and
Dirk Van den Poel and
Xiaohua Hu and
Yoichi Motomura and
Takuya Takagi and
Lingfei Wu and
Ying Xie and
Akihiro Abe and
Vijay Raghavan},
title = {Nothing Stands Alone: Relational Fake News Detection with Hypergraph
Neural Networks},
booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,
Japan, December 17-20, 2022},
pages = {596--605},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BigData55660.2022.10020234},
doi = {10.1109/BIGDATA55660.2022.10020234},
timestamp = {Fri, 18 Aug 2023 17:39:03 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/JeongDCGSL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/MoraffahSL22,
author = {Raha Moraffah and
Paras Sheth and
Huan Liu},
editor = {Shusaku Tsumoto and
Yukio Ohsawa and
Lei Chen and
Dirk Van den Poel and
Xiaohua Hu and
Yoichi Motomura and
Takuya Takagi and
Lingfei Wu and
Ying Xie and
Akihiro Abe and
Vijay Raghavan},
title = {Exploring the Target Distribution for Surrogate-Based Black-Box Attacks},
booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,
Japan, December 17-20, 2022},
pages = {1310--1315},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BigData55660.2022.10021089},
doi = {10.1109/BIGDATA55660.2022.10021089},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/MoraffahSL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/ShethLDDWMSCL22,
author = {Paras Sheth and
Ting Liu and
Durmus Doner and
Qi Deng and
Yuhang Wei and
Rebecca Muenich and
John Sabo and
K. Sel{\c{c}}uk Candan and
Huan Liu},
editor = {Shusaku Tsumoto and
Yukio Ohsawa and
Lei Chen and
Dirk Van den Poel and
Xiaohua Hu and
Yoichi Motomura and
Takuya Takagi and
Lingfei Wu and
Ying Xie and
Akihiro Abe and
Vijay Raghavan},
title = {Causal Discovery for Feature Selection in Physical Process-Based Hydrological
Systems},
booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,
Japan, December 17-20, 2022},
pages = {5568--5577},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BigData55660.2022.10020794},
doi = {10.1109/BIGDATA55660.2022.10020794},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/ShethLDDWMSCL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/ShethSSCL22,
author = {Paras Sheth and
Reepal Shah and
John Sabo and
K. Sel{\c{c}}uk Candan and
Huan Liu},
editor = {Shusaku Tsumoto and
Yukio Ohsawa and
Lei Chen and
Dirk Van den Poel and
Xiaohua Hu and
Yoichi Motomura and
Takuya Takagi and
Lingfei Wu and
Ying Xie and
Akihiro Abe and
Vijay Raghavan},
title = {{STCD:} {A} Spatio-Temporal Causal Discovery Framework for Hydrological
Systems},
booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,
Japan, December 17-20, 2022},
pages = {5578--5583},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BigData55660.2022.10020845},
doi = {10.1109/BIGDATA55660.2022.10020845},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/ShethSSCL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/TahirCGL22,
author = {Anique Tahir and
Lu Cheng and
Ruocheng Guo and
Huan Liu},
editor = {Shusaku Tsumoto and
Yukio Ohsawa and
Lei Chen and
Dirk Van den Poel and
Xiaohua Hu and
Yoichi Motomura and
Takuya Takagi and
Lingfei Wu and
Ying Xie and
Akihiro Abe and
Vijay Raghavan},
title = {Distributional Shift Adaptation using Domain-Specific Features},
booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,
Japan, December 17-20, 2022},
pages = {5593--5597},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BigData55660.2022.10020444},
doi = {10.1109/BIGDATA55660.2022.10020444},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/TahirCGL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/ChengK022,
author = {Lu Cheng and
Nayoung Kim and
Huan Liu},
editor = {Nicoletta Calzolari and
Chu{-}Ren Huang and
Hansaem Kim and
James Pustejovsky and
Leo Wanner and
Key{-}Sun Choi and
Pum{-}Mo Ryu and
Hsin{-}Hsi Chen and
Lucia Donatelli and
Heng Ji and
Sadao Kurohashi and
Patrizia Paggio and
Nianwen Xue and
Seokhwan Kim and
Younggyun Hahm and
Zhong He and
Tony Kyungil Lee and
Enrico Santus and
Francis Bond and
Seung{-}Hoon Na},
title = {Debiasing Word Embeddings with Nonlinear Geometry},
booktitle = {Proceedings of the 29th International Conference on Computational
Linguistics, {COLING} 2022, Gyeongju, Republic of Korea, October 12-17,
2022},
pages = {1286--1298},
publisher = {International Committee on Computational Linguistics},
year = {2022},
url = {https://aclanthology.org/2022.coling-1.110},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/ChengK022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdis/AlnasserBML22,
author = {Walaa Alnasser and
Ghazaleh Beigi and
Ahmadreza Mosallanezhad and
Huan Liu},
title = {{PPSL:} Privacy-Preserving Text Classification for Split Learning},
booktitle = {4th International Conference on Data Intelligence and Security, {ICDIS}
2022, Shenzhen, China, August 24-26, 2022},
pages = {160--167},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDIS55630.2022.00032},
doi = {10.1109/ICDIS55630.2022.00032},
timestamp = {Wed, 04 Jan 2023 16:48:27 +0100},
biburl = {https://dblp.org/rec/conf/icdis/AlnasserBML22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Moraffah022,
author = {Raha Moraffah and
Huan Liu},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Query-Efficient Target-Agnostic Black-Box Attack},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {368--377},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00047},
doi = {10.1109/ICDM54844.2022.00047},
timestamp = {Thu, 02 Feb 2023 13:50:02 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Moraffah022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/XuDW0T22,
author = {Zhe Xu and
Kaize Ding and
Yu{-}Xiong Wang and
Huan Liu and
Hanghang Tong},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Generalized Few-Shot Node Classification},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {608--617},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00071},
doi = {10.1109/ICDM54844.2022.00071},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/XuDW0T22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PengXSL22,
author = {Ciyuan Peng and
Feng Xia and
Vidya Saikrishna and
Huan Liu},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Physics-Informed Graph Learning},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {732--739},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00100},
doi = {10.1109/ICDMW58026.2022.00100},
timestamp = {Sun, 05 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/PengXSL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/ChengGC022,
author = {Lu Cheng and
Ruocheng Guo and
Kasim Sel{\c{c}}uk Candan and
Huan Liu},
editor = {Ceren Budak and
Meeyoung Cha and
Daniele Quercia},
title = {Effects of Multi-Aspect Online Reviews with Unobserved Confounders:
Estimation and Implication},
booktitle = {Proceedings of the Sixteenth International {AAAI} Conference on Web
and Social Media, {ICWSM} 2022, Atlanta, Georgia, USA, June 6-9, 2022},
pages = {67--78},
publisher = {{AAAI} Press},
year = {2022},
url = {https://ojs.aaai.org/index.php/ICWSM/article/view/19273},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icwsm/ChengGC022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/BhattacharjeeK022,
author = {Amrita Bhattacharjee and
Mansooreh Karami and
Huan Liu},
editor = {Luc De Raedt},
title = {Text Transformations in Contrastive Self-Supervised Learning: {A}
Review},
booktitle = {Proceedings of the Thirty-First International Joint Conference on
Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July
2022},
pages = {5394--5401},
publisher = {ijcai.org},
year = {2022},
url = {https://doi.org/10.24963/ijcai.2022/757},
doi = {10.24963/IJCAI.2022/757},
timestamp = {Wed, 27 Jul 2022 16:43:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/BhattacharjeeK022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhangDL0YC022,
author = {Chuxu Zhang and
Kaize Ding and
Jundong Li and
Xiangliang Zhang and
Yanfang Ye and
Nitesh V. Chawla and
Huan Liu},
editor = {Luc De Raedt},
title = {Few-Shot Learning on Graphs},
booktitle = {Proceedings of the Thirty-First International Joint Conference on
Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July
2022},
pages = {5662--5669},
publisher = {ijcai.org},
year = {2022},
url = {https://doi.org/10.24963/ijcai.2022/789},
doi = {10.24963/IJCAI.2022/789},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhangDL0YC022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DingZTC022,
author = {Kaize Ding and
Chuxu Zhang and
Jie Tang and
Nitesh V. Chawla and
Huan Liu},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Toward Graph Minimally-Supervised Learning},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {4782--4783},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3542602},
doi = {10.1145/3534678.3542602},
timestamp = {Mon, 28 Aug 2023 21:17:29 +0200},
biburl = {https://dblp.org/rec/conf/kdd/DingZTC022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LeLKTL22,
author = {Thuc Duy Le and
Lin Liu and
Emre Kiciman and
Sofia Triantafyllou and
Huan Liu},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {The {KDD} 2022 Workshop on Causal Discovery {(CD2022)}},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {4884--4885},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3542890},
doi = {10.1145/3534678.3542890},
timestamp = {Wed, 01 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LeLKTL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kddcd/LeLKTL22,
author = {Thuc Duy Le and
Lin Liu and
Emre Kiciman and
Sofia Triantafyllou and
Huan Liu},
editor = {Thuc Duy Le and
Lin Liu and
Emre Kiciman and
Sofia Triantafyllou and
Huan Liu},
title = {Preface: The 2022 {ACM} {SIGKDD} Workshop on Causal Discovery},
booktitle = {The KDD'22 Workshop on Causal Discovery, 15 August 2022, Washington
DC, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {185},
pages = {1--2},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v185/le22a.html},
timestamp = {Wed, 09 Aug 2023 17:07:50 +0200},
biburl = {https://dblp.org/rec/conf/kddcd/LeLKTL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/TanWDL022,
author = {Zhen Tan and
Song Wang and
Kaize Ding and
Jundong Li and
Huan Liu},
editor = {Bastian Rieck and
Razvan Pascanu},
title = {Transductive Linear Probing: {A} Novel Framework for Few-Shot Node
Classification},
booktitle = {Learning on Graphs Conference, LoG 2022, 9-12 December 2022, Virtual
Event},
series = {Proceedings of Machine Learning Research},
volume = {198},
pages = {4},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v198/tan22a.html},
timestamp = {Fri, 17 Feb 2023 16:29:10 +0100},
biburl = {https://dblp.org/rec/conf/log/TanWDL022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/TanDGL22,
author = {Zhen Tan and
Kaize Ding and
Ruocheng Guo and
Huan Liu},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Supervised Graph Contrastive Learning for Few-Shot Node Classification},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {394--411},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_24},
doi = {10.1007/978-3-031-26390-3\_24},
timestamp = {Mon, 20 Mar 2023 16:00:26 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/TanDGL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KaramiMML22,
author = {Mansooreh Karami and
Ahmadreza Mosallanezhad and
Michelle V. Mancenido and
Huan Liu},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {"Let's Eat Grandma": Does Punctuation Matter in Sentence
Representation?},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {588--604},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_34},
doi = {10.1007/978-3-031-26390-3\_34},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KaramiMML22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbp-brims/JeongADCLL22,
author = {Ujun Jeong and
Zeyad Alghamdi and
Kaize Ding and
Lu Cheng and
Baoxin Li and
Huan Liu},
editor = {Robert Thomson and
Christopher L. Dancy and
Aryn Pyke},
title = {Classifying {COVID-19} Related Meta Ads Using Discourse Representation
Through a Hypergraph},
booktitle = {Social, Cultural, and Behavioral Modeling - 15th International Conference,
SBP-BRiMS 2022, Pittsburgh, PA, USA, September 20-23, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13558},
pages = {35--45},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-17114-7\_4},
doi = {10.1007/978-3-031-17114-7\_4},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sbp-brims/JeongADCLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/ChengMSH022,
author = {Lu Cheng and
Ahmadreza Mosallanezhad and
Yasin N. Silva and
Deborah L. Hall and
Huan Liu},
editor = {Enrique Amig{\'{o}} and
Pablo Castells and
Julio Gonzalo and
Ben Carterette and
J. Shane Culpepper and
Gabriella Kazai},
title = {Bias Mitigation for Toxicity Detection via Sequential Decisions},
booktitle = {{SIGIR} '22: The 45th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, Madrid, Spain, July 11 -
15, 2022},
pages = {1750--1760},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3477495.3531945},
doi = {10.1145/3477495.3531945},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/ChengMSH022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sisap/ShethGDCCL22,
author = {Paras Sheth and
Ruocheng Guo and
Kaize Ding and
Lu Cheng and
K. Sel{\c{c}}uk Candan and
Huan Liu},
editor = {Tom{\'{a}}s Skopal and
Fabrizio Falchi and
Jakub Lokoc and
Maria Luisa Sapino and
Ilaria Bartolini and
Marco Patella},
title = {Causal Disentanglement with Network Information for Debiased Recommendations},
booktitle = {Similarity Search and Applications - 15th International Conference,
{SISAP} 2022, Bologna, Italy, October 5-7, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13590},
pages = {265--273},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-17849-8\_21},
doi = {10.1007/978-3-031-17849-8\_21},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sisap/ShethGDCCL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/ChengG022,
author = {Lu Cheng and
Ruocheng Guo and
Huan Liu},
editor = {K. Selcuk Candan and
Huan Liu and
Leman Akoglu and
Xin Luna Dong and
Jiliang Tang},
title = {Estimating Causal Effects of Multi-Aspect Online Reviews with Multi-Modal
Proxies},
booktitle = {{WSDM} '22: The Fifteenth {ACM} International Conference on Web Search
and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25,
2022},
pages = {103--112},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3488560.3498372},
doi = {10.1145/3488560.3498372},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/ChengG022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/ChengG022a,
author = {Lu Cheng and
Ruocheng Guo and
Huan Liu},
editor = {K. Selcuk Candan and
Huan Liu and
Leman Akoglu and
Xin Luna Dong and
Jiliang Tang},
title = {Causal Mediation Analysis with Hidden Confounders},
booktitle = {{WSDM} '22: The Fifteenth {ACM} International Conference on Web Search
and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25,
2022},
pages = {113--122},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3488560.3498407},
doi = {10.1145/3488560.3498407},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/ChengG022a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/TanDG022,
author = {Zhen Tan and
Kaize Ding and
Ruocheng Guo and
Huan Liu},
editor = {K. Selcuk Candan and
Huan Liu and
Leman Akoglu and
Xin Luna Dong and
Jiliang Tang},
title = {Graph Few-shot Class-incremental Learning},
booktitle = {{WSDM} '22: The Fifteenth {ACM} International Conference on Web Search
and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25,
2022},
pages = {987--996},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3488560.3498455},
doi = {10.1145/3488560.3498455},
timestamp = {Fri, 18 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/TanDG022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/DingLCL22,
author = {Kaize Ding and
Jundong Li and
Nitesh V. Chawla and
Huan Liu},
editor = {K. Selcuk Candan and
Huan Liu and
Leman Akoglu and
Xin Luna Dong and
Jiliang Tang},
title = {Graph Minimally-supervised Learning},
booktitle = {{WSDM} '22: The Fifteenth {ACM} International Conference on Web Search
and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25,
2022},
pages = {1620--1622},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3488560.3501390},
doi = {10.1145/3488560.3501390},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/DingLCL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/MosallanezhadKS22,
author = {Ahmadreza Mosallanezhad and
Mansooreh Karami and
Kai Shu and
Michelle V. Mancenido and
Huan Liu},
editor = {Fr{\'{e}}d{\'{e}}rique Laforest and
Rapha{\"{e}}l Troncy and
Elena Simperl and
Deepak Agarwal and
Aristides Gionis and
Ivan Herman and
Lionel M{\'{e}}dini},
title = {Domain Adaptive Fake News Detection via Reinforcement Learning},
booktitle = {{WWW} '22: The {ACM} Web Conference 2022, Virtual Event, Lyon, France,
April 25 - 29, 2022},
pages = {3632--3640},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3485447.3512258},
doi = {10.1145/3485447.3512258},
timestamp = {Thu, 23 Jun 2022 19:54:34 +0200},
biburl = {https://dblp.org/rec/conf/www/MosallanezhadKS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhouSP0Z22,
author = {Xinyi Zhou and
Kai Shu and
Vir V. Phoha and
Huan Liu and
Reza Zafarani},
editor = {Fr{\'{e}}d{\'{e}}rique Laforest and
Rapha{\"{e}}l Troncy and
Elena Simperl and
Deepak Agarwal and
Aristides Gionis and
Ivan Herman and
Lionel M{\'{e}}dini},
title = {"This is Fake! Shared it by Mistake": Assessing the Intent
of Fake News Spreaders},
booktitle = {{WWW} '22: The {ACM} Web Conference 2022, Virtual Event, Lyon, France,
April 25 - 29, 2022},
pages = {3685--3694},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3485447.3512264},
doi = {10.1145/3485447.3512264},
timestamp = {Mon, 23 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/ZhouSP0Z22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kddcd/2022,
editor = {Thuc Duy Le and
Lin Liu and
Emre Kiciman and
Sofia Triantafyllou and
Huan Liu},
title = {The KDD'22 Workshop on Causal Discovery, 15 August 2022, Washington
DC, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {185},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v185/},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kddcd/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/wsdm/2022,
editor = {K. Selcuk Candan and
Huan Liu and
Leman Akoglu and
Xin Luna Dong and
Jiliang Tang},
title = {{WSDM} '22: The Fifteenth {ACM} International Conference on Web Search
and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25,
2022},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3488560},
doi = {10.1145/3488560},
isbn = {978-1-4503-9132-0},
timestamp = {Fri, 18 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-02896,
author = {Lu Cheng and
Ruocheng Guo and
Raha Moraffah and
Paras Sheth and
K. Sel{\c{c}}uk Candan and
Huan Liu},
title = {Evaluation Methods and Measures for Causal Learning Algorithms},
journal = {CoRR},
volume = {abs/2202.02896},
year = {2022},
url = {https://arxiv.org/abs/2202.02896},
eprinttype = {arXiv},
eprint = {2202.02896},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-02896.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-04752,
author = {Xinyi Zhou and
Kai Shu and
Vir V. Phoha and
Huan Liu and
Reza Zafarani},
title = {"This is Fake! Shared it by Mistake": Assessing the Intent
of Fake News Spreaders},
journal = {CoRR},
volume = {abs/2202.04752},
year = {2022},
url = {https://arxiv.org/abs/2202.04752},
eprinttype = {arXiv},
eprint = {2202.04752},
timestamp = {Mon, 23 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-04752.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-08159,
author = {Ahmadreza Mosallanezhad and
Mansooreh Karami and
Kai Shu and
Michelle V. Mancenido and
Huan Liu},
title = {Domain Adaptive Fake News Detection via Reinforcement Learning},
journal = {CoRR},
volume = {abs/2202.08159},
year = {2022},
url = {https://arxiv.org/abs/2202.08159},
eprinttype = {arXiv},
eprint = {2202.08159},
timestamp = {Tue, 01 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-08159.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-08235,
author = {Kaize Ding and
Zhe Xu and
Hanghang Tong and
Huan Liu},
title = {Data Augmentation for Deep Graph Learning: {A} Survey},
journal = {CoRR},
volume = {abs/2202.08235},
year = {2022},
url = {https://arxiv.org/abs/2202.08235},
eprinttype = {arXiv},
eprint = {2202.08235},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-08235.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-08480,
author = {Kaize Ding and
Yancheng Wang and
Yingzhen Yang and
Huan Liu},
title = {Structural and Semantic Contrastive Learning for Self-supervised Node
Representation Learning},
journal = {CoRR},
volume = {abs/2202.08480},
year = {2022},
url = {https://arxiv.org/abs/2202.08480},
eprinttype = {arXiv},
eprint = {2202.08480},
timestamp = {Tue, 01 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-08480.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-10679,
author = {Ciyuan Peng and
Feng Xia and
Vidya Saikrishna and
Huan Liu},
title = {Physics-Informed Graph Learning: {A} Survey},
journal = {CoRR},
volume = {abs/2202.10679},
year = {2022},
url = {https://arxiv.org/abs/2202.10679},
eprinttype = {arXiv},
eprint = {2202.10679},
timestamp = {Sun, 05 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-10679.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-11360,
author = {Jiaying Liu and
Feng Xia and
Xu Feng and
Jing Ren and
Huan Liu},
title = {Deep Graph Learning for Anomalous Citation Detection},
journal = {CoRR},
volume = {abs/2202.11360},
year = {2022},
url = {https://arxiv.org/abs/2202.11360},
eprinttype = {arXiv},
eprint = {2202.11360},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-11360.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-09308,
author = {Chuxu Zhang and
Kaize Ding and
Jundong Li and
Xiangliang Zhang and
Yanfang Ye and
Nitesh V. Chawla and
Huan Liu},
title = {Few-Shot Learning on Graphs: {A} Survey},
journal = {CoRR},
volume = {abs/2203.09308},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.09308},
doi = {10.48550/ARXIV.2203.09308},
eprinttype = {arXiv},
eprint = {2203.09308},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-09308.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-12000,
author = {Amrita Bhattacharjee and
Mansooreh Karami and
Huan Liu},
title = {Text Transformations in Contrastive Self-Supervised Learning: {A}
Review},
journal = {CoRR},
volume = {abs/2203.12000},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.12000},
doi = {10.48550/ARXIV.2203.12000},
eprinttype = {arXiv},
eprint = {2203.12000},
timestamp = {Tue, 29 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-12000.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-15936,
author = {Zhen Tan and
Kaize Ding and
Ruocheng Guo and
Huan Liu},
title = {A Simple Yet Effective Pretraining Strategy for Graph Few-shot Learning},
journal = {CoRR},
volume = {abs/2203.15936},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.15936},
doi = {10.48550/ARXIV.2203.15936},
eprinttype = {arXiv},
eprint = {2203.15936},
timestamp = {Mon, 04 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-15936.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-07221,
author = {Paras Sheth and
Ruocheng Guo and
Lu Cheng and
Huan Liu and
K. Sel{\c{c}}uk Candan},
title = {Causal Disentanglement with Network Information for Debiased Recommendations},
journal = {CoRR},
volume = {abs/2204.07221},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.07221},
doi = {10.48550/ARXIV.2204.07221},
eprinttype = {arXiv},
eprint = {2204.07221},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-07221.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-03068,
author = {Qiang Sheng and
Juan Cao and
H. Russell Bernard and
Kai Shu and
Jintao Li and
Huan Liu},
title = {Characterizing Multi-Domain False News and Underlying User Effects
on Chinese Weibo},
journal = {CoRR},
volume = {abs/2205.03068},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.03068},
doi = {10.48550/ARXIV.2205.03068},
eprinttype = {arXiv},
eprint = {2205.03068},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-03068.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-12391,
author = {Lu Cheng and
Suyu Ge and
Huan Liu},
title = {Toward Understanding Bias Correlations for Mitigation in {NLP}},
journal = {CoRR},
volume = {abs/2205.12391},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.12391},
doi = {10.48550/ARXIV.2205.12391},
eprinttype = {arXiv},
eprint = {2205.12391},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-12391.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-01505,
author = {Bohan Jiang and
Paras Sheth and
Baoxin Li and
Huan Liu},
title = {CoVaxNet: An Online-Offline Data Repository for {COVID-19} Vaccine
Hesitancy Research},
journal = {CoRR},
volume = {abs/2207.01505},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.01505},
doi = {10.48550/ARXIV.2207.01505},
eprinttype = {arXiv},
eprint = {2207.01505},
timestamp = {Wed, 06 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-01505.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-03796,
author = {Mansooreh Karami and
Ahmadreza Mosallanezhad and
Paras Sheth and
Huan Liu},
title = {Estimating Topic Exposure for Under-Represented Users on Social Media},
journal = {CoRR},
volume = {abs/2208.03796},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.03796},
doi = {10.48550/ARXIV.2208.03796},
eprinttype = {arXiv},
eprint = {2208.03796},
timestamp = {Wed, 10 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-03796.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-04491,
author = {Anique Tahir and
Lu Cheng and
Paras Sheth and
Huan Liu},
title = {Improving Vaccine Stance Detection by Combining Online and Offline
Data},
journal = {CoRR},
volume = {abs/2208.04491},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.04491},
doi = {10.48550/ARXIV.2208.04491},
eprinttype = {arXiv},
eprint = {2208.04491},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-04491.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-12422,
author = {Kaize Ding and
Elnaz Nouri and
Guoqing Zheng and
Huan Liu and
Ryen White},
title = {Learning with Few Labeled Nodes via Augmented Graph Self-Training},
journal = {CoRR},
volume = {abs/2208.12422},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.12422},
doi = {10.48550/ARXIV.2208.12422},
eprinttype = {arXiv},
eprint = {2208.12422},
timestamp = {Tue, 30 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-12422.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-13899,
author = {Lu Cheng and
Nayoung Kim and
Huan Liu},
title = {Debiasing Word Embeddings with Nonlinear Geometry},
journal = {CoRR},
volume = {abs/2208.13899},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.13899},
doi = {10.48550/ARXIV.2208.13899},
eprinttype = {arXiv},
eprint = {2208.13899},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-13899.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-15177,
author = {Paras Sheth and
Raha Moraffah and
K. Sel{\c{c}}uk Candan and
Adrienne Raglin and
Huan Liu},
title = {Domain Generalization - {A} Causal Perspective},
journal = {CoRR},
volume = {abs/2209.15177},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.15177},
doi = {10.48550/ARXIV.2209.15177},
eprinttype = {arXiv},
eprint = {2209.15177},
timestamp = {Thu, 06 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-15177.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-04208,
author = {Yixin Liu and
Kaize Ding and
Huan Liu and
Shirui Pan},
title = {{GOOD-D:} On Unsupervised Graph Out-Of-Distribution Detection},
journal = {CoRR},
volume = {abs/2211.04208},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.04208},
doi = {10.48550/ARXIV.2211.04208},
eprinttype = {arXiv},
eprint = {2211.04208},
timestamp = {Thu, 10 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-04208.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-04670,
author = {Anique Tahir and
Lu Cheng and
Ruocheng Guo and
Huan Liu},
title = {Distributional Shift Adaptation using Domain-Specific Features},
journal = {CoRR},
volume = {abs/2211.04670},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.04670},
doi = {10.48550/ARXIV.2211.04670},
eprinttype = {arXiv},
eprint = {2211.04670},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-04670.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-05606,
author = {Zhen Tan and
Song Wang and
Kaize Ding and
Jundong Li and
Huan Liu},
title = {Transductive Linear Probing: {A} Novel Framework for Few-Shot Node
Classification},
journal = {CoRR},
volume = {abs/2212.05606},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.05606},
doi = {10.48550/ARXIV.2212.05606},
eprinttype = {arXiv},
eprint = {2212.05606},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-05606.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-12621,
author = {Ujun Jeong and
Kaize Ding and
Lu Cheng and
Ruocheng Guo and
Kai Shu and
Huan Liu},
title = {Nothing Stands Alone: Relational Fake News Detection with Hypergraph
Neural Networks},
journal = {CoRR},
volume = {abs/2212.12621},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.12621},
doi = {10.48550/ARXIV.2212.12621},
eprinttype = {arXiv},
eprint = {2212.12621},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-12621.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/GuoCLH020,
author = {Ruocheng Guo and
Lu Cheng and
Jundong Li and
P. Richard Hahn and
Huan Liu},
title = {A Survey of Learning Causality with Data: Problems and Methods},
journal = {{ACM} Comput. Surv.},
volume = {53},
number = {4},
pages = {75:1--75:37},
year = {2021},
url = {https://doi.org/10.1145/3397269},
doi = {10.1145/3397269},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csur/GuoCLH020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/PangACL21,
author = {Guansong Pang and
Fabrizio Angiulli and
Mihai Cucuringu and
Huan Liu},
title = {Guest Editorial: Non-IID Outlier Detection in Complex Contexts},
journal = {{IEEE} Intell. Syst.},
volume = {36},
number = {3},
pages = {3--4},
year = {2021},
url = {https://doi.org/10.1109/MIS.2021.3072704},
doi = {10.1109/MIS.2021.3072704},
timestamp = {Tue, 13 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/expert/PangACL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/ShuDAL21,
author = {Kai Shu and
Susan T. Dumais and
Ahmed Hassan Awadallah and
Huan Liu},
title = {Detecting Fake News With Weak Social Supervision},
journal = {{IEEE} Intell. Syst.},
volume = {36},
number = {4},
pages = {96--103},
year = {2021},
url = {https://doi.org/10.1109/MIS.2020.2997781},
doi = {10.1109/MIS.2020.2997781},
timestamp = {Tue, 05 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/expert/ShuDAL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/internet/ChengSHL21,
author = {Lu Cheng and
Yasin N. Silva and
Deborah L. Hall and
Huan Liu},
title = {Session-Based Cyberbullying Detection: Problems and Challenges},
journal = {{IEEE} Internet Comput.},
volume = {25},
number = {2},
pages = {66--72},
year = {2021},
url = {https://doi.org/10.1109/MIC.2020.3032930},
doi = {10.1109/MIC.2020.3032930},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/internet/ChengSHL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/ChengV021,
author = {Lu Cheng and
Kush R. Varshney and
Huan Liu},
title = {Socially Responsible {AI} Algorithms: Issues, Purposes, and Challenges},
journal = {J. Artif. Intell. Res.},
volume = {71},
pages = {1137--1181},
year = {2021},
url = {https://doi.org/10.1613/jair.1.12814},
doi = {10.1613/JAIR.1.12814},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jair/ChengV021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/ChenXZLLT21,
author = {Chen Chen and
Yinglong Xia and
Hui Zang and
Jundong Li and
Huan Liu and
Hanghang Tong},
title = {Incremental one-class collaborative filtering with co-evolving side
networks},
journal = {Knowl. Inf. Syst.},
volume = {63},
number = {1},
pages = {105--124},
year = {2021},
url = {https://doi.org/10.1007/s10115-020-01511-x},
doi = {10.1007/S10115-020-01511-X},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/ChenXZLLT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/MoraffahSKBWTRL21,
author = {Raha Moraffah and
Paras Sheth and
Mansooreh Karami and
Anchit Bhattacharya and
Qianru Wang and
Anique Tahir and
Adrienne Raglin and
Huan Liu},
title = {Causal inference for time series analysis: problems, methods and evaluation},
journal = {Knowl. Inf. Syst.},
volume = {63},
number = {12},
pages = {3041--3085},
year = {2021},
url = {https://doi.org/10.1007/s10115-021-01621-0},
doi = {10.1007/S10115-021-01621-0},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/MoraffahSKBWTRL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/LiuDGLH21,
author = {Ninghao Liu and
Mengnan Du and
Ruocheng Guo and
Huan Liu and
Xia Hu},
title = {Adversarial Attacks and Defenses: An Interpretation Perspective},
journal = {{SIGKDD} Explor.},
volume = {23},
number = {1},
pages = {86--99},
year = {2021},
url = {https://doi.org/10.1145/3468507.3468519},
doi = {10.1145/3468507.3468519},
timestamp = {Fri, 11 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/LiuDGLH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tai/00010YAWP021,
author = {Feng Xia and
Ke Sun and
Shuo Yu and
Abdul Aziz and
Liangtian Wan and
Shirui Pan and
Huan Liu},
title = {Graph Learning: {A} Survey},
journal = {{IEEE} Trans. Artif. Intell.},
volume = {2},
number = {2},
pages = {109--127},
year = {2021},
url = {https://doi.org/10.1109/TAI.2021.3076021},
doi = {10.1109/TAI.2021.3076021},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tai/00010YAWP021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/WanYXL21,
author = {Liangtian Wan and
Yuyuan Yuan and
Feng Xia and
Huan Liu},
title = {To Your Surprise: Identifying Serendipitous Collaborators},
journal = {{IEEE} Trans. Big Data},
volume = {7},
number = {3},
pages = {574--589},
year = {2021},
url = {https://doi.org/10.1109/TBDATA.2019.2921567},
doi = {10.1109/TBDATA.2019.2921567},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbd/WanYXL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcss/ZhangWYXLGJREAQ21,
author = {Jun Jason Zhang and
Fei{-}Yue Wang and
Yong Yuan and
Guandong Xu and
Huan Liu and
Wei Gao and
Shoaib Jameel and
Imran Razzak and
Peter W. Eklund and
Sheraz Ahmed and
Rui Qin and
Juanjuan Li and
Xiao Wang and
De{-}Nian Yang and
Damla Turgut and
Abderrahim Benslimane and
Neeli Prasad and
Kwang{-}Cheng Chen},
title = {Guest Editorial Computational Social Systems for {COVID-19} Emergency
Management and Beyond},
journal = {{IEEE} Trans. Comput. Soc. Syst.},
volume = {8},
number = {4},
pages = {928--929},
year = {2021},
url = {https://doi.org/10.1109/TCSS.2021.3095472},
doi = {10.1109/TCSS.2021.3095472},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcss/ZhangWYXLGJREAQ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdasci/ChengGSHL21,
author = {Lu Cheng and
Ruocheng Guo and
Yasin N. Silva and
Deborah L. Hall and
Huan Liu},
title = {Modeling Temporal Patterns of Cyberbullying Detection with Hierarchical
Attention Networks},
journal = {Trans. Data Sci.},
volume = {2},
number = {2},
pages = {8:1--8:23},
year = {2021},
url = {https://doi.org/10.1145/3441141},
doi = {10.1145/3441141},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tdasci/ChengGSHL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tetc/XiaGLW21,
author = {Feng Xia and
C. Lee Giles and
Huan Liu and
Kuansan Wang},
title = {Guest Editorial: Scholarly Big Data},
journal = {{IEEE} Trans. Emerg. Top. Comput.},
volume = {9},
number = {1},
pages = {200--203},
year = {2021},
url = {https://doi.org/10.1109/TETC.2021.3059329},
doi = {10.1109/TETC.2021.3059329},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tetc/XiaGLW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnse/YuHYL21,
author = {Haiyang Yu and
Qi Hu and
Zhen Yang and
Huan Liu},
title = {Efficient Continuous Big Data Integrity Checking for Decentralized
Storage},
journal = {{IEEE} Trans. Netw. Sci. Eng.},
volume = {8},
number = {2},
pages = {1658--1673},
year = {2021},
url = {https://doi.org/10.1109/TNSE.2021.3068261},
doi = {10.1109/TNSE.2021.3068261},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnse/YuHYL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ShuLDL21,
author = {Kai Shu and
Yichuan Li and
Kaize Ding and
Huan Liu},
title = {Fact-Enhanced Synthetic News Generation},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {13825--13833},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i15.17629},
doi = {10.1609/AAAI.V35I15.17629},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ShuLDL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ChengMSH020,
author = {Lu Cheng and
Ahmadreza Mosallanezhad and
Yasin N. Silva and
Deborah L. Hall and
Huan Liu},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {Mitigating Bias in Session-based Cyberbullying Detection: {A} Non-Compromising
Approach},
booktitle = {Proceedings of the 59th Annual Meeting of the Association for Computational
Linguistics and the 11th International Joint Conference on Natural
Language Processing, {ACL/IJCNLP} 2021, (Volume 1: Long Papers), Virtual
Event, August 1-6, 2021},
pages = {2158--2168},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.acl-long.168},
doi = {10.18653/V1/2021.ACL-LONG.168},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/ChengMSH020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/MosallanezhadS021,
author = {Ahmadreza Mosallanezhad and
Kai Shu and
Huan Liu},
editor = {Yixin Chen and
Heiko Ludwig and
Yicheng Tu and
Usama M. Fayyad and
Xingquan Zhu and
Xiaohua Hu and
Suren Byna and
Xiong Liu and
Jianping Zhang and
Shirui Pan and
Vagelis Papalexakis and
Jianwu Wang and
Alfredo Cuzzocrea and
Carlos Ordonez},
title = {Generating Topic-Preserving Synthetic News},
booktitle = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
FL, USA, December 15-18, 2021},
pages = {490--499},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/BigData52589.2021.9671623},
doi = {10.1109/BIGDATA52589.2021.9671623},
timestamp = {Fri, 13 Jan 2023 17:06:49 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/MosallanezhadS021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/DingS021,
author = {Kaize Ding and
Xuan Shan and
Huan Liu},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {Towards Anomaly-resistant Graph Neural Networks via Reinforcement
Learning},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {2979--2983},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3482203},
doi = {10.1145/3459637.3482203},
timestamp = {Tue, 16 Aug 2022 23:04:38 +0200},
biburl = {https://dblp.org/rec/conf/cikm/DingS021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ShethJGLC21,
author = {Paras Sheth and
Ujun Jeong and
Ruocheng Guo and
Huan Liu and
K. Sel{\c{c}}uk Candan},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {CauseBox: {A} Causal Inference Toolbox for BenchmarkingTreatment Effect
Estimators with Machine Learning Methods},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {4789--4793},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3481974},
doi = {10.1145/3459637.3481974},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/ShethJGLC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/DingLLFGL021,
author = {Kaize Ding and
Dingcheng Li and
Alexander Hanbo Li and
Xing Fan and
Chenlei Guo and
Yang Liu and
Huan Liu},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {Learning to Selectively Learn for Weakly-supervised Paraphrase Generation},
booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican
Republic, 7-11 November, 2021},
pages = {5930--5940},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.emnlp-main.480},
doi = {10.18653/V1/2021.EMNLP-MAIN.480},
timestamp = {Fri, 16 Feb 2024 08:27:36 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/DingLLFGL021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ht/KaramiN021,
author = {Mansooreh Karami and
Tahora H. Nazer and
Huan Liu},
editor = {Owen Conlan and
Eelco Herder},
title = {Profiling Fake News Spreaders on Social Media through Psychological
and Motivational Factors},
booktitle = {{HT} '21: 32nd {ACM} Conference on Hypertext and Social Media, Virtual
Event, Ireland, 30 August 2021 - 2 September 2021},
pages = {225--230},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3465336.3475097},
doi = {10.1145/3465336.3475097},
timestamp = {Sun, 31 Oct 2021 13:10:22 +0100},
biburl = {https://dblp.org/rec/conf/ht/KaramiN021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ChengMS021,
author = {Lu Cheng and
Ahmadreza Mosallanezhad and
Paras Sheth and
Huan Liu},
editor = {Zhi{-}Hua Zhou},
title = {Causal Learning for Socially Responsible {AI}},
booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial
Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27
August 2021},
pages = {4374--4381},
publisher = {ijcai.org},
year = {2021},
url = {https://doi.org/10.24963/ijcai.2021/598},
doi = {10.24963/IJCAI.2021/598},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ChengMS021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhanL0C21,
author = {Xueying Zhan and
Huan Liu and
Qing Li and
Antoni B. Chan},
editor = {Zhi{-}Hua Zhou},
title = {A Comparative Survey: Benchmarking for Pool-based Active Learning},
booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial
Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27
August 2021},
pages = {4679--4686},
publisher = {ijcai.org},
year = {2021},
url = {https://doi.org/10.24963/ijcai.2021/634},
doi = {10.24963/IJCAI.2021/634},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhanL0C21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LeLCTB0K21,
author = {Thuc Duy Le and
Jiuyong Li and
Gregory Cooper and
Sofia Triantafyllou and
Elias Bareinboim and
Huan Liu and
Negar Kiyavash},
editor = {Thuc Duy Le and
Jiuyong Li and
Gregory Cooper and
Sofia Triantafyllou and
Elias Bareinboim and
Huan Liu and
Negar Kiyavash},
title = {Preface: The 2021 {ACM} {SIGKDD} Workshop on Causal Discovery},
booktitle = {The {KDD} 2021 Workshop on Causal Discovery, CD@KDD 2021, Singapore,
August 15, 2021},
series = {Proceedings of Machine Learning Research},
volume = {150},
pages = {1--2},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v150/le21a.html},
timestamp = {Tue, 19 Jul 2022 11:59:44 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LeLCTB0K21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChengGS021,
author = {Lu Cheng and
Ruocheng Guo and
Kai Shu and
Huan Liu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Causal Understanding of Fake News Dissemination on Social Media},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {148--157},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467321},
doi = {10.1145/3447548.3467321},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ChengGS021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LeLCTBLK21,
author = {Thuc Duy Le and
Jiuyong Li and
Gregory Cooper and
Sofia Triantafillou and
Elias Bareinboim and
Huan Liu and
Negar Kiyavash},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {The {KDD} 2021 Workshop on Causal Discovery {(CD2021)}},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4141--4142},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469462},
doi = {10.1145/3447548.3469462},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LeLCTBLK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbp-brims/AlnasserB021,
author = {Walaa Alnasser and
Ghazaleh Beigi and
Huan Liu},
editor = {Robert Thomson and
Muhammad Nihal Hussain and
Christopher L. Dancy and
Aryn Pyke},
title = {Privacy Preserving Text Representation Learning Using {BERT}},
booktitle = {Social, Cultural, and Behavioral Modeling - 14th International Conference,
SBP-BRiMS 2021, Virtual Event, July 6-9, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12720},
pages = {91--100},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-80387-2\_9},
doi = {10.1007/978-3-030-80387-2\_9},
timestamp = {Tue, 13 Jul 2021 17:28:10 +0200},
biburl = {https://dblp.org/rec/conf/sbp-brims/AlnasserB021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/ChengG021,
author = {Lu Cheng and
Ruocheng Guo and
Huan Liu},
editor = {Liane Lewin{-}Eytan and
David Carmel and
Elad Yom{-}Tov and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {Long-Term Effect Estimation with Surrogate Representation},
booktitle = {{WSDM} '21, The Fourteenth {ACM} International Conference on Web Search
and Data Mining, Virtual Event, Israel, March 8-12, 2021},
pages = {274--282},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3437963.3441719},
doi = {10.1145/3437963.3441719},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/ChengG021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/GeC021,
author = {Suyu Ge and
Lu Cheng and
Huan Liu},
editor = {Jure Leskovec and
Marko Grobelnik and
Marc Najork and
Jie Tang and
Leila Zia},
title = {Improving Cyberbullying Detection with User Interaction},
booktitle = {{WWW} '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia,
April 19-23, 2021},
pages = {496--506},
publisher = {{ACM} / {IW3C2}},
year = {2021},
url = {https://doi.org/10.1145/3442381.3449828},
doi = {10.1145/3442381.3449828},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/GeC021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/DingZT021,
author = {Kaize Ding and
Qinghai Zhou and
Hanghang Tong and
Huan Liu},
editor = {Jure Leskovec and
Marko Grobelnik and
Marc Najork and
Jie Tang and
Leila Zia},
title = {Few-shot Network Anomaly Detection via Cross-network Meta-learning},
booktitle = {{WWW} '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia,
April 19-23, 2021},
pages = {2448--2456},
publisher = {{ACM} / {IW3C2}},
year = {2021},
url = {https://doi.org/10.1145/3442381.3449922},
doi = {10.1145/3442381.3449922},
timestamp = {Mon, 07 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/DingZT021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aaai/2021constraint,
editor = {Tanmoy Chakraborty and
Kai Shu and
H. Russell Bernard and
Huan Liu and
Md. Shad Akhtar},
title = {Combating Online Hostile Posts in Regional Languages during Emergency
Situation - First International Workshop, {CONSTRAINT} 2021, Collocated
with {AAAI} 2021, Virtual Event, February 8, 2021, Revised Selected
Papers},
series = {Communications in Computer and Information Science},
volume = {1402},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-73696-5},
doi = {10.1007/978-3-030-73696-5},
isbn = {978-3-030-73695-8},
timestamp = {Tue, 17 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/2021constraint.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2021cd,
editor = {Thuc Duy Le and
Jiuyong Li and
Gregory Cooper and
Sofia Triantafyllou and
Elias Bareinboim and
Huan Liu and
Negar Kiyavash},
title = {The {KDD} 2021 Workshop on Causal Discovery, CD@KDD 2021, Singapore,
August 15, 2021},
series = {Proceedings of Machine Learning Research},
volume = {150},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v150/},
timestamp = {Tue, 19 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/2021cd.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-02032,
author = {Lu Cheng and
Kush R. Varshney and
Huan Liu},
title = {Socially Responsible {AI} Algorithms: Issues, Purposes, and Challenges},
journal = {CoRR},
volume = {abs/2101.02032},
year = {2021},
url = {https://arxiv.org/abs/2101.02032},
eprinttype = {arXiv},
eprint = {2101.02032},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-02032.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-03029,
author = {Mansooreh Karami and
Ahmadreza Mosallanezhad and
Michelle V. Mancenido and
Huan Liu},
title = {"Let's Eat Grandma": When Punctuation Matters in Sentence
Representation for Sentiment Analysis},
journal = {CoRR},
volume = {abs/2101.03029},
year = {2021},
url = {https://arxiv.org/abs/2101.03029},
eprinttype = {arXiv},
eprint = {2101.03029},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-03029.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-05829,
author = {Raha Moraffah and
Paras Sheth and
Mansooreh Karami and
Anchit Bhattacharya and
Qianru Wang and
Anique Tahir and
Adrienne Raglin and
Huan Liu},
title = {Causal Inference for Time series Analysis: Problems, Methods and Evaluation},
journal = {CoRR},
volume = {abs/2102.05829},
year = {2021},
url = {https://arxiv.org/abs/2102.05829},
eprinttype = {arXiv},
eprint = {2102.05829},
timestamp = {Thu, 18 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-05829.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-11165,
author = {Kaize Ding and
Qinghai Zhou and
Hanghang Tong and
Huan Liu},
title = {Few-shot Network Anomaly Detection via Cross-network Meta-learning},
journal = {CoRR},
volume = {abs/2102.11165},
year = {2021},
url = {https://arxiv.org/abs/2102.11165},
eprinttype = {arXiv},
eprint = {2102.11165},
timestamp = {Mon, 07 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-11165.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-11724,
author = {Lu Cheng and
Ruocheng Guo and
Huan Liu},
title = {Causal Mediation Analysis with Hidden Confounders},
journal = {CoRR},
volume = {abs/2102.11724},
year = {2021},
url = {https://arxiv.org/abs/2102.11724},
eprinttype = {arXiv},
eprint = {2102.11724},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-11724.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-12278,
author = {Lu Cheng and
Ahmadreza Mosallanezhad and
Paras Sheth and
Huan Liu},
title = {Causal Learning for Socially Responsible {AI}},
journal = {CoRR},
volume = {abs/2104.12278},
year = {2021},
url = {https://arxiv.org/abs/2104.12278},
eprinttype = {arXiv},
eprint = {2104.12278},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-12278.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-00696,
author = {Feng Xia and
Ke Sun and
Shuo Yu and
Abdul Aziz and
Liangtian Wan and
Shirui Pan and
Huan Liu},
title = {Graph Learning: {A} Survey},
journal = {CoRR},
volume = {abs/2105.00696},
year = {2021},
url = {https://arxiv.org/abs/2105.00696},
eprinttype = {arXiv},
eprint = {2105.00696},
timestamp = {Fri, 17 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-00696.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-00142,
author = {Ujun Jeong and
Kaize Ding and
Huan Liu},
title = {FBAdTracker: An Interactive Data Collection and Analysis Tool for
Facebook Advertisements},
journal = {CoRR},
volume = {abs/2106.00142},
year = {2021},
url = {https://arxiv.org/abs/2106.00142},
eprinttype = {arXiv},
eprint = {2106.00142},
timestamp = {Wed, 09 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-00142.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-05401,
author = {Bohan Jiang and
Mansooreh Karami and
Lu Cheng and
Tyler Black and
Huan Liu},
title = {Mechanisms and Attributes of Echo Chambers in Social Media},
journal = {CoRR},
volume = {abs/2106.05401},
year = {2021},
url = {https://arxiv.org/abs/2106.05401},
eprinttype = {arXiv},
eprint = {2106.05401},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-05401.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-06873,
author = {Kaize Ding and
Jianling Wang and
Jundong Li and
James Caverlee and
Huan Liu},
title = {Weakly-supervised Graph Meta-learning for Few-shot Node Classification},
journal = {CoRR},
volume = {abs/2106.06873},
year = {2021},
url = {https://arxiv.org/abs/2106.06873},
eprinttype = {arXiv},
eprint = {2106.06873},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-06873.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-10942,
author = {Mansooreh Karami and
Tahora H. Nazer and
Huan Liu},
title = {Profiling Fake News Spreaders on Social Media through Psychological
and Motivational Factors},
journal = {CoRR},
volume = {abs/2108.10942},
year = {2021},
url = {https://arxiv.org/abs/2108.10942},
eprinttype = {arXiv},
eprint = {2108.10942},
timestamp = {Fri, 27 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-10942.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-12457,
author = {Kaize Ding and
Dingcheng Li and
Alexander Hanbo Li and
Xing Fan and
Chenlei Guo and
Yang Liu and
Huan Liu},
title = {Learning to Selectively Learn for Weakly-supervised Paraphrase Generation},
journal = {CoRR},
volume = {abs/2109.12457},
year = {2021},
url = {https://arxiv.org/abs/2109.12457},
eprinttype = {arXiv},
eprint = {2109.12457},
timestamp = {Tue, 02 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-12457.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-01746,
author = {Lu Cheng and
Ruocheng Guo and
Kasim Sel{\c{c}}uk Candan and
Huan Liu},
title = {Effects of Multi-Aspect Online Reviews with Unobserved Confounders:
Estimation and Implication},
journal = {CoRR},
volume = {abs/2110.01746},
year = {2021},
url = {https://arxiv.org/abs/2110.01746},
eprinttype = {arXiv},
eprint = {2110.01746},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-01746.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-05084,
author = {Faisal Alatawi and
Lu Cheng and
Anique Tahir and
Mansooreh Karami and
Bohan Jiang and
Tyler Black and
Huan Liu},
title = {A Survey on Echo Chambers on Social Media: Description, Detection
and Mitigation},
journal = {CoRR},
volume = {abs/2112.05084},
year = {2021},
url = {https://arxiv.org/abs/2112.05084},
eprinttype = {arXiv},
eprint = {2112.05084},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-05084.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-09810,
author = {Kaize Ding and
Jianling Wang and
James Caverlee and
Huan Liu},
title = {Meta Propagation Networks for Graph Few-shot Semi-supervised Learning},
journal = {CoRR},
volume = {abs/2112.09810},
year = {2021},
url = {https://arxiv.org/abs/2112.09810},
eprinttype = {arXiv},
eprint = {2112.09810},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-09810.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-10274,
author = {Lu Cheng and
Ruocheng Guo and
Huan Liu},
title = {Estimating Causal Effects of Multi-Aspect Online Reviews with Multi-Modal
Proxies},
journal = {CoRR},
volume = {abs/2112.10274},
year = {2021},
url = {https://arxiv.org/abs/2112.10274},
eprinttype = {arXiv},
eprint = {2112.10274},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-10274.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-12819,
author = {Zhen Tan and
Kaize Ding and
Ruocheng Guo and
Huan Liu},
title = {Graph Few-shot Class-incremental Learning},
journal = {CoRR},
volume = {abs/2112.12819},
year = {2021},
url = {https://arxiv.org/abs/2112.12819},
eprinttype = {arXiv},
eprint = {2112.12819},
timestamp = {Wed, 09 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-12819.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ZhaoZSWYZL20,
author = {Qun Zhao and
Yuelong Zhu and
Kai Shu and
Dingsheng Wan and
Yufeng Yu and
Xudong Zhou and
Huan Liu},
title = {Joint Spatial and Temporal Modeling for Hydrological Prediction},
journal = {{IEEE} Access},
volume = {8},
pages = {78492--78503},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.2990181},
doi = {10.1109/ACCESS.2020.2990181},
timestamp = {Tue, 16 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/ZhaoZSWYZL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bigdata/ShuMWLL20,
author = {Kai Shu and
Deepak Mahudeswaran and
Suhang Wang and
Dongwon Lee and
Huan Liu},
title = {FakeNewsNet: {A} Data Repository with News Content, Social Context,
and Spatiotemporal Information for Studying Fake News on Social Media},
journal = {Big Data},
volume = {8},
number = {3},
pages = {171--188},
year = {2020},
url = {https://doi.org/10.1089/big.2020.0062},
doi = {10.1089/BIG.2020.0062},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bigdata/ShuMWLL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/AbeLW20,
author = {Naoki Abe and
Huan Liu and
Kuansan Wang},
title = {Editorial: Innovations and Perspectives in Data Mining and Knowledge
Discovery},
journal = {Frontiers Big Data},
volume = {3},
pages = {637906},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.637906},
doi = {10.3389/FDATA.2020.637906},
timestamp = {Tue, 26 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/AbeLW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/HuangL20,
author = {Hai Huang and
Huan Liu},
title = {Feature selection for hierarchical classification via joint semantic
and structural information of labels},
journal = {Knowl. Based Syst.},
volume = {195},
pages = {105655},
year = {2020},
url = {https://doi.org/10.1016/j.knosys.2020.105655},
doi = {10.1016/J.KNOSYS.2020.105655},
timestamp = {Thu, 23 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/HuangL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/MoraffahKGRL20,
author = {Raha Moraffah and
Mansooreh Karami and
Ruocheng Guo and
Adrienne Raglin and
Huan Liu},
title = {Causal Interpretability for Machine Learning - Problems, Methods and
Evaluation},
journal = {{SIGKDD} Explor.},
volume = {22},
number = {1},
pages = {18--33},
year = {2020},
url = {https://doi.org/10.1145/3400051.3400058},
doi = {10.1145/3400051.3400058},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/MoraffahKGRL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdasci/Beigi020,
author = {Ghazaleh Beigi and
Huan Liu},
title = {A Survey on Privacy in Social Media: Identification, Mitigation, and
Applications},
journal = {Trans. Data Sci.},
volume = {1},
number = {1},
pages = {7:1--7:38},
year = {2020},
url = {https://doi.org/10.1145/3343038},
doi = {10.1145/3343038},
timestamp = {Wed, 31 Mar 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tdasci/Beigi020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/BeigiTL20,
author = {Ghazaleh Beigi and
Jiliang Tang and
Huan Liu},
title = {Social Science-guided Feature Engineering: {A} Novel Approach to Signed
Link Analysis},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {11},
number = {1},
pages = {11:1--11:27},
year = {2020},
url = {https://doi.org/10.1145/3364222},
doi = {10.1145/3364222},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tist/BeigiTL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/ShuBANDKL20,
author = {Kai Shu and
Amrita Bhattacharjee and
Faisal Alatawi and
Tahora H. Nazer and
Kaize Ding and
Mansooreh Karami and
Huan Liu},
title = {Combating disinformation in a social media age},
journal = {WIREs Data Mining Knowl. Discov.},
volume = {10},
number = {6},
year = {2020},
url = {https://doi.org/10.1002/widm.1385},
doi = {10.1002/WIDM.1385},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/widm/ShuBANDKL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChengLCL20,
author = {Lu Cheng and
Jundong Li and
K. Sel{\c{c}}uk Candan and
Huan Liu},
title = {Tracking Disaster Footprints with Social Streaming Data},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {370--377},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i01.5372},
doi = {10.1609/AAAI.V34I01.5372},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChengLCL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/LiJS020,
author = {Yichuan Li and
Bohan Jiang and
Kai Shu and
Huan Liu},
editor = {Xintao Wu and
Chris Jermaine and
Li Xiong and
Xiaohua Hu and
Olivera Kotevska and
Siyuan Lu and
Weija Xu and
Srinivas Aluru and
Chengxiang Zhai and
Eyhab Al{-}Masri and
Zhiyuan Chen and
Jeff Saltz},
title = {Toward {A} Multilingual and Multimodal Data Repository for {COVID-19}
Disinformation},
booktitle = {2020 {IEEE} International Conference on Big Data {(IEEE} BigData 2020),
Atlanta, GA, USA, December 10-13, 2020},
pages = {4325--4330},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/BigData50022.2020.9378472},
doi = {10.1109/BIGDATA50022.2020.9378472},
timestamp = {Wed, 03 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/LiJS020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ChengSWSH020,
author = {Lu Cheng and
Kai Shu and
Siqi Wu and
Yasin N. Silva and
Deborah L. Hall and
Huan Liu},
editor = {Mathieu d'Aquin and
Stefan Dietze and
Claudia Hauff and
Edward Curry and
Philippe Cudr{\'{e}}{-}Mauroux},
title = {Unsupervised Cyberbullying Detection via Time-Informed Gaussian Mixture
Model},
booktitle = {{CIKM} '20: The 29th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020},
pages = {185--194},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3340531.3411934},
doi = {10.1145/3340531.3411934},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ChengSWSH020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/BagheriLSZ20,
author = {Ebrahim Bagheri and
Huan Liu and
Kai Shu and
Fattane Zarrinkalam},
editor = {Mathieu d'Aquin and
Stefan Dietze and
Claudia Hauff and
Edward Curry and
Philippe Cudr{\'{e}}{-}Mauroux},
title = {The 5th International Workshop on Mining Actionable Insights from
Social Networks (MAISoN 2020): Special Edition on Dis/Misinformation
Mining from Social media},
booktitle = {{CIKM} '20: The 29th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020},
pages = {3527--3528},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3340531.3414078},
doi = {10.1145/3340531.3414078},
timestamp = {Tue, 03 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/BagheriLSZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/DingSLB020,
author = {Kaize Ding and
Kai Shu and
Yichuan Li and
Amrita Bhattacharjee and
Huan Liu},
editor = {Stefan Conrad and
Ilaria Tiddi},
title = {Challenges in Combating {COVID-19} Infodemic - Data, Tools, and Ethics},
booktitle = {Proceedings of the {CIKM} 2020 Workshops co-located with 29th {ACM}
International Conference on Information and Knowledge Management {(CIKM}
2020), Galway, Ireland, October 19-23, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2699},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2699/paper33.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:32 +0100},
biburl = {https://dblp.org/rec/conf/cikm/DingSLB020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/DingWLSLL20,
author = {Kaize Ding and
Jianling Wang and
Jundong Li and
Kai Shu and
Chenghao Liu and
Huan Liu},
editor = {Mathieu d'Aquin and
Stefan Dietze and
Claudia Hauff and
Edward Curry and
Philippe Cudr{\'{e}}{-}Mauroux},
title = {Graph Prototypical Networks for Few-shot Learning on Attributed Networks},
booktitle = {{CIKM} '20: The 29th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020},
pages = {295--304},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3340531.3411922},
doi = {10.1145/3340531.3411922},
timestamp = {Wed, 21 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/DingWLSLL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogmi/TingTWC020,
author = {Lo Pang{-}Yun Ting and
Shan{-}Yun Teng and
Suhang Wang and
Kun{-}Ta Chuang and
Huan Liu},
title = {Learning Latent Perception Graphs for Personalized Unknowns Recommendation},
booktitle = {2nd {IEEE} International Conference on Cognitive Machine Intelligence,
CogMI 2020, Atlanta, GA, USA, October 28-31, 2020},
pages = {32--41},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/CogMI50398.2020.00015},
doi = {10.1109/COGMI50398.2020.00015},
timestamp = {Mon, 25 Jan 2021 10:19:38 +0100},
biburl = {https://dblp.org/rec/conf/cogmi/TingTWC020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogmi/RaglinM020,
author = {Adrienne Raglin and
Raha Moraffah and
Huan Liu},
title = {Causality and Uncertainty of Information for Content Understanding},
booktitle = {2nd {IEEE} International Conference on Cognitive Machine Intelligence,
CogMI 2020, Atlanta, GA, USA, October 28-31, 2020},
pages = {109--113},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/CogMI50398.2020.00023},
doi = {10.1109/COGMI50398.2020.00023},
timestamp = {Mon, 25 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cogmi/RaglinM020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecir/TianZWL20,
author = {Lin Tian and
Xiuzhen Zhang and
Yan Wang and
Huan Liu},
editor = {Joemon M. Jose and
Emine Yilmaz and
Jo{\~{a}}o Magalh{\~{a}}es and
Pablo Castells and
Nicola Ferro and
M{\'{a}}rio J. Silva and
Fl{\'{a}}vio Martins},
title = {Early Detection of Rumours on Twitter via Stance Transfer Learning},
booktitle = {Advances in Information Retrieval - 42nd European Conference on {IR}
Research, {ECIR} 2020, Lisbon, Portugal, April 14-17, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12035},
pages = {575--588},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-45439-5\_38},
doi = {10.1007/978-3-030-45439-5\_38},
timestamp = {Fri, 17 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecir/TianZWL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/DingWLLL20,
author = {Kaize Ding and
Jianling Wang and
Jundong Li and
Dingcheng Li and
Huan Liu},
editor = {Bonnie Webber and
Trevor Cohn and
Yulan He and
Yang Liu},
title = {Be More with Less: Hypergraph Attention Networks for Inductive Text
Classification},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
pages = {4927--4936},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-main.399},
doi = {10.18653/V1/2020.EMNLP-MAIN.399},
timestamp = {Wed, 23 Mar 2022 10:11:55 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/DingWLLL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/ShuMW020,
author = {Kai Shu and
Deepak Mahudeswaran and
Suhang Wang and
Huan Liu},
editor = {Munmun De Choudhury and
Rumi Chunara and
Aron Culotta and
Brooke Foucault Welles},
title = {Hierarchical Propagation Networks for Fake News Detection: Investigation
and Exploitation},
booktitle = {Proceedings of the Fourteenth International {AAAI} Conference on Web
and Social Media, {ICWSM} 2020, Held Virtually, Original Venue: Atlanta,
Georgia, USA, June 8-11, 2020},
pages = {626--637},
publisher = {{AAAI} Press},
year = {2020},
url = {https://ojs.aaai.org/index.php/ICWSM/article/view/7329},
timestamp = {Mon, 07 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icwsm/ShuMW020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/DingLAL20,
author = {Kaize Ding and
Jundong Li and
Nitin Agarwal and
Huan Liu},
editor = {Christian Bessiere},
title = {Inductive Anomaly Detection on Attributed Networks},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {1288--1294},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/179},
doi = {10.24963/IJCAI.2020/179},
timestamp = {Sun, 26 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/DingLAL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GuoLLCRL20,
author = {Ruocheng Guo and
Jundong Li and
Yichuan Li and
K. Sel{\c{c}}uk Candan and
Adrienne Raglin and
Huan Liu},
editor = {Christian Bessiere},
title = {{IGNITE:} {A} Minimax Game Toward Learning Individual Treatment Effects
from Networked Observational Data},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {4534--4540},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/625},
doi = {10.24963/IJCAI.2020/625},
timestamp = {Wed, 03 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/GuoLLCRL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GuoZHH020,
author = {Ruocheng Guo and
Xiaoting Zhao and
Adam Henderson and
Liangjie Hong and
Huan Liu},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {Debiasing Grid-based Product Search in E-commerce},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {2852--2860},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403336},
doi = {10.1145/3394486.3403336},
timestamp = {Tue, 09 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/GuoZHH020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Wang00S0020,
author = {Qianru Wang and
Bin Guo and
Yi Ouyang and
Kai Shu and
Zhiwen Yu and
Huan Liu},
editor = {Yuxiao Dong and
Georgiana Ifrim and
Dunja Mladenic and
Craig Saunders and
Sofie Van Hoecke},
title = {Spatial Community-Informed Evolving Graphs for Demand Prediction},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2020,
Ghent, Belgium, September 14-18, 2020, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {12461},
pages = {440--456},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67670-4\_27},
doi = {10.1007/978-3-030-67670-4\_27},
timestamp = {Tue, 02 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Wang00S0020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ShuZLMAR020,
author = {Kai Shu and
Guoqing Zheng and
Yichuan Li and
Subhabrata Mukherjee and
Ahmed Hassan Awadallah and
Scott W. Ruston and
Huan Liu},
editor = {Frank Hutter and
Kristian Kersting and
Jefrey Lijffijt and
Isabel Valera},
title = {Early Detection of Fake News with Multi-source Weak Social Supervision},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2020, Ghent, Belgium, September 14-18, 2020, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12459},
pages = {650--666},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67664-3\_39},
doi = {10.1007/978-3-030-67664-3\_39},
timestamp = {Thu, 16 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ShuZLMAR020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GuoL020,
author = {Ruocheng Guo and
Jundong Li and
Huan Liu},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Counterfactual Evaluation of Treatment Assignment Functions with Networked
Observational Data},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {271--279},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.31},
doi = {10.1137/1.9781611976236.31},
timestamp = {Mon, 20 Jul 2020 11:23:45 +0200},
biburl = {https://dblp.org/rec/conf/sdm/GuoL020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChengGCL20,
author = {Lu Cheng and
Ruocheng Guo and
K. Sel{\c{c}}uk Candan and
Huan Liu},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Representation Learning for Imbalanced Cross-Domain Classification},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {478--486},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.54},
doi = {10.1137/1.9781611976236.54},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChengGCL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/WangDH0C20,
author = {Jianling Wang and
Kaize Ding and
Liangjie Hong and
Huan Liu and
James Caverlee},
editor = {Jimmy X. Huang and
Yi Chang and
Xueqi Cheng and
Jaap Kamps and
Vanessa Murdock and
Ji{-}Rong Wen and
Yiqun Liu},
title = {Next-item Recommendation with Sequential Hypergraphs},
booktitle = {Proceedings of the 43rd International {ACM} {SIGIR} conference on
research and development in Information Retrieval, {SIGIR} 2020, Virtual
Event, China, July 25-30, 2020},
pages = {1101--1110},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3397271.3401133},
doi = {10.1145/3397271.3401133},
timestamp = {Sun, 02 Oct 2022 16:15:14 +0200},
biburl = {https://dblp.org/rec/conf/sigir/WangDH0C20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/websci/ShuLWZ020,
author = {Kai Shu and
Liangda Li and
Suhang Wang and
Yunhong Zhou and
Huan Liu},
editor = {Emilio Ferrara and
Pauline Leonard and
Wendy Hall},
title = {Joint Local and Global Sequence Modeling in Temporal Correlation Networks
for Trending Topic Detection},
booktitle = {WebSci '20: 12th {ACM} Conference on Web Science, Southampton, UK,
July 6-10, 2020},
pages = {335--344},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394231.3397924},
doi = {10.1145/3394231.3397924},
timestamp = {Tue, 30 Nov 2021 14:57:52 +0100},
biburl = {https://dblp.org/rec/conf/websci/ShuLWZ020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/BeigiMGAN020,
author = {Ghazaleh Beigi and
Ahmadreza Mosallanezhad and
Ruocheng Guo and
Hamidreza Alvari and
Alexander Nou and
Huan Liu},
editor = {James Caverlee and
Xia (Ben) Hu and
Mounia Lalmas and
Wei Wang},
title = {Privacy-Aware Recommendation with Private-Attribute Protection using
Adversarial Learning},
booktitle = {{WSDM} '20: The Thirteenth {ACM} International Conference on Web Search
and Data Mining, Houston, TX, USA, February 3-7, 2020},
pages = {34--42},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3336191.3371832},
doi = {10.1145/3336191.3371832},
timestamp = {Fri, 24 Jan 2020 11:22:16 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/BeigiMGAN020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/GuoLL20,
author = {Ruocheng Guo and
Jundong Li and
Huan Liu},
editor = {James Caverlee and
Xia (Ben) Hu and
Mounia Lalmas and
Wei Wang},
title = {Learning Individual Causal Effects from Networked Observational Data},
booktitle = {{WSDM} '20: The Thirteenth {ACM} International Conference on Web Search
and Data Mining, Houston, TX, USA, February 3-7, 2020},
pages = {232--240},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3336191.3371816},
doi = {10.1145/3336191.3371816},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/GuoLL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-00623,
author = {Kai Shu and
Suhang Wang and
Dongwon Lee and
Huan Liu},
title = {Mining Disinformation and Fake News: Concepts, Methods, and Recent
Advancements},
journal = {CoRR},
volume = {abs/2001.00623},
year = {2020},
url = {http://arxiv.org/abs/2001.00623},
eprinttype = {arXiv},
eprint = {2001.00623},
timestamp = {Fri, 10 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-00623.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-01015,
author = {Ghazaleh Beigi and
Jiliang Tang and
Huan Liu},
title = {Social Science Guided Feature Engineering: {A} Novel Approach to Signed
Link Analysis},
journal = {CoRR},
volume = {abs/2001.01015},
year = {2020},
url = {http://arxiv.org/abs/2001.01015},
eprinttype = {arXiv},
eprint = {2001.01015},
timestamp = {Fri, 10 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-01015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-03934,
author = {Raha Moraffah and
Mansooreh Karami and
Ruocheng Guo and
Adrienne Raglin and
Huan Liu},
title = {Causal Interpretability for Machine Learning - Problems, Methods and
Evaluation},
journal = {CoRR},
volume = {abs/2003.03934},
year = {2020},
url = {https://arxiv.org/abs/2003.03934},
eprinttype = {arXiv},
eprint = {2003.03934},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-03934.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-01732,
author = {Kai Shu and
Guoqing Zheng and
Yichuan Li and
Subhabrata Mukherjee and
Ahmed Hassan Awadallah and
Scott W. Ruston and
Huan Liu},
title = {Leveraging Multi-Source Weak Social Supervision for Early Detection
of Fake News},
journal = {CoRR},
volume = {abs/2004.01732},
year = {2020},
url = {https://arxiv.org/abs/2004.01732},
eprinttype = {arXiv},
eprint = {2004.01732},
timestamp = {Thu, 16 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-01732.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-13691,
author = {Kaize Ding and
Kai Shu and
Yichuan Li and
Amrita Bhattacharjee and
Huan Liu},
title = {Challenges in Combating {COVID-19} Infodemic - Data, Tools, and Ethics},
journal = {CoRR},
volume = {abs/2005.13691},
year = {2020},
url = {https://arxiv.org/abs/2005.13691},
eprinttype = {arXiv},
eprint = {2005.13691},
timestamp = {Wed, 03 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-13691.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-12739,
author = {Kaize Ding and
Jianling Wang and
Jundong Li and
Kai Shu and
Chenghao Liu and
Huan Liu},
title = {Graph Prototypical Networks for Few-shot Learning on Attributed Networks},
journal = {CoRR},
volume = {abs/2006.12739},
year = {2020},
url = {https://arxiv.org/abs/2006.12739},
eprinttype = {arXiv},
eprint = {2006.12739},
timestamp = {Sun, 26 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-12739.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-07388,
author = {Kai Shu and
Amrita Bhattacharjee and
Faisal Alatawi and
Tahora H. Nazer and
Kaize Ding and
Mansooreh Karami and
Huan Liu},
title = {Combating Disinformation in a Social Media Age},
journal = {CoRR},
volume = {abs/2007.07388},
year = {2020},
url = {https://arxiv.org/abs/2007.07388},
eprinttype = {arXiv},
eprint = {2007.07388},
timestamp = {Sun, 26 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-07388.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-02642,
author = {Lu Cheng and
Kai Shu and
Siqi Wu and
Yasin N. Silva and
Deborah L. Hall and
Huan Liu},
title = {Unsupervised Cyberbullying Detection via Time-Informed Gaussian Mixture
Model},
journal = {CoRR},
volume = {abs/2008.02642},
year = {2020},
url = {https://arxiv.org/abs/2008.02642},
eprinttype = {arXiv},
eprint = {2008.02642},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-02642.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-08236,
author = {Lu Cheng and
Ruocheng Guo and
Huan Liu},
title = {Long-Term Effect Estimation with Surrogate Representation},
journal = {CoRR},
volume = {abs/2008.08236},
year = {2020},
url = {https://arxiv.org/abs/2008.08236},
eprinttype = {arXiv},
eprint = {2008.08236},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-08236.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-11376,
author = {Raha Moraffah and
Bahman Moraffah and
Mansooreh Karami and
Adrienne Raglin and
Huan Liu},
title = {{CAN:} {A} Causal Adversarial Network for Learning Observational and
Interventional Distributions},
journal = {CoRR},
volume = {abs/2008.11376},
year = {2020},
url = {https://arxiv.org/abs/2008.11376},
eprinttype = {arXiv},
eprint = {2008.11376},
timestamp = {Tue, 15 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-11376.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-14376,
author = {Ahmadreza Mosallanezhad and
Yasin N. Silva and
Michelle V. Mancenido and
Huan Liu},
title = {Toward Privacy and Utility Preserving Image Representation},
journal = {CoRR},
volume = {abs/2009.14376},
year = {2020},
url = {https://arxiv.org/abs/2009.14376},
eprinttype = {arXiv},
eprint = {2009.14376},
timestamp = {Wed, 07 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-14376.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-09113,
author = {Amrita Bhattacharjee and
Kai Shu and
Min Gao and
Huan Liu},
title = {Disinformation in the Online Information Ecosystem: Detection, Mitigation
and Challenges},
journal = {CoRR},
volume = {abs/2010.09113},
year = {2020},
url = {https://arxiv.org/abs/2010.09113},
eprinttype = {arXiv},
eprint = {2010.09113},
timestamp = {Wed, 04 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-09113.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-10580,
author = {Lu Cheng and
Ruocheng Guo and
Kai Shu and
Huan Liu},
title = {Towards Causal Understanding of Fake News Dissemination},
journal = {CoRR},
volume = {abs/2010.10580},
year = {2020},
url = {https://arxiv.org/abs/2010.10580},
eprinttype = {arXiv},
eprint = {2010.10580},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-10580.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-16324,
author = {Ahmadreza Mosallanezhad and
Kai Shu and
Huan Liu},
title = {Topic-Preserving Synthetic News Generation: An Adversarial Deep Reinforcement
Learning Approach},
journal = {CoRR},
volume = {abs/2010.16324},
year = {2020},
url = {https://arxiv.org/abs/2010.16324},
eprinttype = {arXiv},
eprint = {2010.16324},
timestamp = {Tue, 03 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-16324.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-00387,
author = {Kaize Ding and
Jianling Wang and
Jundong Li and
Dingcheng Li and
Huan Liu},
title = {Be More with Less: Hypergraph Attention Networks for Inductive Text
Classification},
journal = {CoRR},
volume = {abs/2011.00387},
year = {2020},
url = {https://arxiv.org/abs/2011.00387},
eprinttype = {arXiv},
eprint = {2011.00387},
timestamp = {Fri, 06 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-00387.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-00449,
author = {Suyu Ge and
Lu Cheng and
Huan Liu},
title = {Improving Cyberbully Detection with User Interaction},
journal = {CoRR},
volume = {abs/2011.00449},
year = {2020},
url = {https://arxiv.org/abs/2011.00449},
eprinttype = {arXiv},
eprint = {2011.00449},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-00449.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-04088,
author = {Yichuan Li and
Bohan Jiang and
Kai Shu and
Huan Liu},
title = {{MM-COVID:} {A} Multilingual and Multimodal Data Repository for Combating
{COVID-19} Disinformation},
journal = {CoRR},
volume = {abs/2011.04088},
year = {2020},
url = {https://arxiv.org/abs/2011.04088},
eprinttype = {arXiv},
eprint = {2011.04088},
timestamp = {Wed, 03 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-04088.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-04778,
author = {Kai Shu and
Yichuan Li and
Kaize Ding and
Huan Liu},
title = {Fact-Enhanced Synthetic News Generation},
journal = {CoRR},
volume = {abs/2012.04778},
year = {2020},
url = {https://arxiv.org/abs/2012.04778},
eprinttype = {arXiv},
eprint = {2012.04778},
timestamp = {Wed, 03 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-04778.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/synthesis/2019Shu,
author = {Kai Shu and
Huan Liu},
title = {Detecting Fake News on Social Media},
series = {Synthesis Lectures on Data Mining and Knowledge Discovery},
publisher = {Morgan {\&} Claypool Publishers},
year = {2019},
url = {https://doi.org/10.2200/S00926ED1V01Y201906DMK018},
doi = {10.2200/S00926ED1V01Y201906DMK018},
isbn = {978-3-031-00787-3},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/synthesis/2019Shu.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/WuMCL19,
author = {Liang Wu and
Fred Morstatter and
Kathleen M. Carley and
Huan Liu},
title = {Misinformation in Social Media: Definition, Manipulation, and Detection},
journal = {{SIGKDD} Explor.},
volume = {21},
number = {2},
pages = {80--90},
year = {2019},
url = {https://doi.org/10.1145/3373464.3373475},
doi = {10.1145/3373464.3373475},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/WuMCL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigweb/Beigi019,
author = {Ghazaleh Beigi and
Huan Liu},
title = {"Identifying novel privacy issues of online users on social media
platforms" by Ghazaleh Beigi and Huan Liu with Martin Vesely
as coordinator},
journal = {{SIGWEB} Newsl.},
volume = {2019},
number = {Winter},
pages = {4:1--4:7},
year = {2019},
url = {https://doi.org/10.1145/3293874.3293878},
doi = {10.1145/3293874.3293878},
timestamp = {Thu, 16 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigweb/Beigi019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcss/YuXL19,
author = {Shuo Yu and
Feng Xia and
Huan Liu},
title = {Academic Team Formulation Based on Liebig's Barrel: Discovery of Anticask
Effect},
journal = {{IEEE} Trans. Comput. Soc. Syst.},
volume = {6},
number = {5},
pages = {1083--1094},
year = {2019},
url = {https://doi.org/10.1109/TCSS.2019.2913460},
doi = {10.1109/TCSS.2019.2913460},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcss/YuXL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvt/YangYTL19,
author = {Zhen Yang and
Haiyang Yu and
Jiliang Tang and
Huan Liu},
title = {Toward Keyword Extraction in Constrained Information Retrieval in
Vehicle Social Network},
journal = {{IEEE} Trans. Veh. Technol.},
volume = {68},
number = {5},
pages = {4285--4294},
year = {2019},
url = {https://doi.org/10.1109/TVT.2019.2906799},
doi = {10.1109/TVT.2019.2906799},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvt/YangYTL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/www/MengWSLCLZ19,
author = {Xuying Meng and
Suhang Wang and
Kai Shu and
Jundong Li and
Bo Chen and
Huan Liu and
Yujun Zhang},
title = {Towards privacy preserving social recommendation under personalized
privacy settings},
journal = {World Wide Web},
volume = {22},
number = {6},
pages = {2853--2881},
year = {2019},
url = {https://doi.org/10.1007/s11280-018-0620-z},
doi = {10.1007/S11280-018-0620-Z},
timestamp = {Fri, 29 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/www/MengWSLCLZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YangSWG0019,
author = {Shuo Yang and
Kai Shu and
Suhang Wang and
Renjie Gu and
Fan Wu and
Huan Liu},
title = {Unsupervised Fake News Detection on Social Media: {A} Generative Approach},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {5644--5651},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33015644},
doi = {10.1609/AAAI.V33I01.33015644},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/YangSWG0019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/LeSM0S019,
author = {Thai Le and
Kai Shu and
Maria D. Molina and
Dongwon Lee and
S. Shyam Sundar and
Huan Liu},
editor = {Francesca Spezzano and
Wei Chen and
Xiaokui Xiao},
title = {5 sources of clickbaits you should know!: using synthetic clickbaits
to improve prediction and distinguish between bot-generated and human-written
headlines},
booktitle = {{ASONAM} '19: International Conference on Advances in Social Networks
Analysis and Mining, Vancouver, British Columbia, Canada, 27-30 August,
2019},
pages = {33--40},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3341161.3342875},
doi = {10.1145/3341161.3342875},
timestamp = {Sat, 09 Apr 2022 12:39:00 +0200},
biburl = {https://dblp.org/rec/conf/asunam/LeSM0S019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/Li0GL019,
author = {Jundong Li and
Liang Wu and
Ruocheng Guo and
Chenghao Liu and
Huan Liu},
editor = {Francesca Spezzano and
Wei Chen and
Xiaokui Xiao},
title = {Multi-level network embedding with boosted low-rank matrix approximation},
booktitle = {{ASONAM} '19: International Conference on Advances in Social Networks
Analysis and Mining, Vancouver, British Columbia, Canada, 27-30 August,
2019},
pages = {49--56},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3341161.3342864},
doi = {10.1145/3341161.3342864},
timestamp = {Sun, 19 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/Li0GL019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/ShuZWZL19,
author = {Kai Shu and
Xinyi Zhou and
Suhang Wang and
Reza Zafarani and
Huan Liu},
editor = {Francesca Spezzano and
Wei Chen and
Xiaokui Xiao},
title = {The role of user profiles for fake news detection},
booktitle = {{ASONAM} '19: International Conference on Advances in Social Networks
Analysis and Mining, Vancouver, British Columbia, Canada, 27-30 August,
2019},
pages = {436--439},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3341161.3342927},
doi = {10.1145/3341161.3342927},
timestamp = {Mon, 23 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/ShuZWZL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bench/LiGWL19,
author = {Yichuan Li and
Ruocheng Guo and
Weiying Wang and
Huan Liu},
editor = {Wanling Gao and
Jianfeng Zhan and
Geoffrey C. Fox and
Xiaoyi Lu and
Dan Stanzione},
title = {Causal Learning in Question Quality Improvement},
booktitle = {Benchmarking, Measuring, and Optimizing - Second BenchCouncil International
Symposium, Bench 2019, Denver, CO, USA, November 14-16, 2019, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {12093},
pages = {204--214},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-49556-5\_20},
doi = {10.1007/978-3-030-49556-5\_20},
timestamp = {Wed, 03 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bench/LiGWL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bench/ChengGMCRL19,
author = {Lu Cheng and
Ruocheng Guo and
Raha Moraffah and
K. Sel{\c{c}}uk Candan and
Adrienne Raglin and
Huan Liu},
editor = {Wanling Gao and
Jianfeng Zhan and
Geoffrey C. Fox and
Xiaoyi Lu and
Dan Stanzione},
title = {A Practical Data Repository for Causal Learning with Big Data},
booktitle = {Benchmarking, Measuring, and Optimizing - Second BenchCouncil International
Symposium, Bench 2019, Denver, CO, USA, November 14-16, 2019, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {12093},
pages = {234--248},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-49556-5\_23},
doi = {10.1007/978-3-030-49556-5\_23},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bench/ChengGMCRL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/SinhaMSMS019,
author = {Pradyumna Prakhar Sinha and
Rohan Mishra and
Ramit Sawhney and
Debanjan Mahata and
Rajiv Ratn Shah and
Huan Liu},
editor = {Wenwu Zhu and
Dacheng Tao and
Xueqi Cheng and
Peng Cui and
Elke A. Rundensteiner and
David Carmel and
Qi He and
Jeffrey Xu Yu},
title = {{\#}suicidal - {A} Multipronged Approach to Identify and Explore Suicidal
Ideation in Twitter},
booktitle = {Proceedings of the 28th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7,
2019},
pages = {941--950},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3357384.3358060},
doi = {10.1145/3357384.3358060},
timestamp = {Mon, 04 Nov 2019 11:08:42 +0100},
biburl = {https://dblp.org/rec/conf/cikm/SinhaMSMS019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WangA019,
author = {Suhang Wang and
Charu C. Aggarwal and
Huan Liu},
editor = {Wenwu Zhu and
Dacheng Tao and
Xueqi Cheng and
Peng Cui and
Elke A. Rundensteiner and
David Carmel and
Qi He and
Jeffrey Xu Yu},
title = {Beyond word2vec: Distance-graph Tensor Factorization for Word and
Document Embeddings},
booktitle = {Proceedings of the 28th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7,
2019},
pages = {1041--1050},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3357384.3358051},
doi = {10.1145/3357384.3358051},
timestamp = {Mon, 04 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/WangA019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/CuiSW0L19,
author = {Limeng Cui and
Kai Shu and
Suhang Wang and
Dongwon Lee and
Huan Liu},
editor = {Wenwu Zhu and
Dacheng Tao and
Xueqi Cheng and
Peng Cui and
Elke A. Rundensteiner and
David Carmel and
Qi He and
Jeffrey Xu Yu},
title = {dEFEND: {A} System for Explainable Fake News Detection},
booktitle = {Proceedings of the 28th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7,
2019},
pages = {2961--2964},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3357384.3357862},
doi = {10.1145/3357384.3357862},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/CuiSW0L19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/0001LKW19,
author = {Feng Xia and
Huan Liu and
Irwin King and
Kuansan Wang},
editor = {Wenwu Zhu and
Dacheng Tao and
Xueqi Cheng and
Peng Cui and
Elke A. Rundensteiner and
David Carmel and
Qi He and
Jeffrey Xu Yu},
title = {BigScholar 2019: The 6th Workshop on Big Scholarly Data},
booktitle = {Proceedings of the 28th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7,
2019},
pages = {3003--3004},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3357384.3358806},
doi = {10.1145/3357384.3358806},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/0001LKW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coinco/RaglinHLM19,
author = {Adrienne Jeanisha Raglin and
Dijiang Huang and
Huan Liu and
James McCabe},
title = {Smart {CCR} IoT: Internet of Things Testbed},
booktitle = {5th {IEEE} International Conference on Collaboration and Internet
Computing, {CIC} 2019, Los Angeles, CA, USA, December 12-14, 2019},
pages = {232--235},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/CIC48465.2019.00037},
doi = {10.1109/CIC48465.2019.00037},
timestamp = {Fri, 27 May 2022 15:04:14 +0200},
biburl = {https://dblp.org/rec/conf/coinco/RaglinHLM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/MosallanezhadBL19,
author = {Ahmadreza Mosallanezhad and
Ghazaleh Beigi and
Huan Liu},
editor = {Kentaro Inui and
Jing Jiang and
Vincent Ng and
Xiaojun Wan},
title = {Deep Reinforcement Learning-based Text Anonymization against Private-Attribute
Inference},
booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural
Language Processing and the 9th International Joint Conference on
Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
November 3-7, 2019},
pages = {2360--2369},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-1240},
doi = {10.18653/V1/D19-1240},
timestamp = {Thu, 07 Apr 2022 09:14:07 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/MosallanezhadBL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ht/BeigiSGWL19,
author = {Ghazaleh Beigi and
Kai Shu and
Ruocheng Guo and
Suhang Wang and
Huan Liu},
editor = {Claus Atzenbeck and
Jessica Rubart and
David E. Millard},
title = {Privacy Preserving Text Representation Learning},
booktitle = {Proceedings of the 30th {ACM} Conference on Hypertext and Social Media,
{HT} 2019, Hof, Germany, September 17-20, 2019},
pages = {275--276},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3342220.3344925},
doi = {10.1145/3342220.3344925},
timestamp = {Tue, 16 Aug 2022 23:04:35 +0200},
biburl = {https://dblp.org/rec/conf/ht/BeigiSGWL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icuimc/YuZW0Z19,
author = {Yufeng Yu and
Yuelong Zhu and
Dingsheng Wan and
Huan Liu and
Qun Zhao},
editor = {Sukhan Lee and
Roslan Ismail and
Hyunseung Choo},
title = {A Novel Symbolic Aggregate Approximation for Time Series},
booktitle = {Proceedings of the 13th International Conference on Ubiquitous Information
Management and Communication, {IMCOM} 2019, Phuket, Thailand, January
4-6, 2019},
series = {Advances in Intelligent Systems and Computing},
volume = {935},
pages = {805--822},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-19063-7\_65},
doi = {10.1007/978-3-030-19063-7\_65},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icuimc/YuZW0Z19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ChengLSH019,
author = {Lu Cheng and
Jundong Li and
Yasin N. Silva and
Deborah L. Hall and
Huan Liu},
editor = {Sarit Kraus},
title = {PI-Bully: Personalized Cyberbullying Detection with Peer Influence},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {5829--5835},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/808},
doi = {10.24963/IJCAI.2019/808},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ChengLSH019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/DingLDDL19,
author = {Kaize Ding and
Jundong Li and
Shivam Dhar and
Shreyash Devan and
Huan Liu},
editor = {Sarit Kraus},
title = {InterSpot: Interactive Spammer Detection in Social Media},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {6509--6511},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/939},
doi = {10.24963/IJCAI.2019/939},
timestamp = {Sat, 30 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/DingLDDL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiGL019,
author = {Jundong Li and
Ruocheng Guo and
Chenghao Liu and
Huan Liu},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Adaptive Unsupervised Feature Selection on Attributed Networks},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {92--100},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330856},
doi = {10.1145/3292500.3330856},
timestamp = {Tue, 16 Aug 2022 23:04:27 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiGL019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ShuCW0L19,
author = {Kai Shu and
Limeng Cui and
Suhang Wang and
Dongwon Lee and
Huan Liu},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {dEFEND: Explainable Fake News Detection},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {395--405},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330935},
doi = {10.1145/3292500.3330935},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ShuCW0L19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZafaraniZSL19,
author = {Reza Zafarani and
Xinyi Zhou and
Kai Shu and
Huan Liu},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Fake News Research: Theories, Detection Strategies, and Open Problems},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {3207--3208},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3332287},
doi = {10.1145/3292500.3332287},
timestamp = {Mon, 23 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZafaraniZSL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Huang0DLLPST0Y019,
author = {Xiao Huang and
Peng Cui and
Yuxiao Dong and
Jundong Li and
Huan Liu and
Jian Pei and
Le Song and
Jie Tang and
Fei Wang and
Hongxia Yang and
Wenwu Zhu},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Learning From Networks: Algorithms, Theory, and Applications},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {3221--3222},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3332293},
doi = {10.1145/3292500.3332293},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/Huang0DLLPST0Y019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbp-brims/NazerDKAK019,
author = {Tahora H. Nazer and
Matthew Davis and
Mansooreh Karami and
Leman Akoglu and
David Koelle and
Huan Liu},
editor = {Robert Thomson and
Halil Bisgin and
Christopher L. Dancy and
Ayaz Hyder},
title = {Bot Detection: Will Focusing on Recall Cause Overall Performance Deterioration?},
booktitle = {Social, Cultural, and Behavioral Modeling - 12th International Conference,
SBP-BRiMS 2019, Washington, DC, USA, July 9-12, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11549},
pages = {39--49},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-21741-9\_5},
doi = {10.1007/978-3-030-21741-9\_5},
timestamp = {Tue, 18 Jun 2019 12:19:24 +0200},
biburl = {https://dblp.org/rec/conf/sbp-brims/NazerDKAK019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbp-brims/SubramanianSSL19,
author = {Jayashree Subramanian and
Varun Sridharan and
Kai Shu and
Huan Liu},
editor = {Robert Thomson and
Halil Bisgin and
Christopher L. Dancy and
Ayaz Hyder},
title = {Exploiting Emojis for Sarcasm Detection},
booktitle = {Social, Cultural, and Behavioral Modeling - 12th International Conference,
SBP-BRiMS 2019, Washington, DC, USA, July 9-12, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11549},
pages = {70--80},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-21741-9\_8},
doi = {10.1007/978-3-030-21741-9\_8},
timestamp = {Sun, 19 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sbp-brims/SubramanianSSL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChengGSHL19,
author = {Lu Cheng and
Ruocheng Guo and
Yasin N. Silva and
Deborah L. Hall and
Huan Liu},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Hierarchical Attention Networks for Cyberbullying Detection on the
Instagram Social Network},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {235--243},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.27},
doi = {10.1137/1.9781611975673.27},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChengGSHL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DingLBL19,
author = {Kaize Ding and
Jundong Li and
Rohit Bhanushali and
Huan Liu},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Deep Anomaly Detection on Attributed Networks},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {594--602},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.67},
doi = {10.1137/1.9781611975673.67},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/DingLBL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uic/RaglinV019,
author = {Adrienne Raglin and
Anshuman Venkateswaran and
Huan Liu},
title = {Abductive Causal Reasoning for Internet of Things},
booktitle = {2019 {IEEE} SmartWorld, Ubiquitous Intelligence {\&} Computing,
Advanced {\&} Trusted Computing, Scalable Computing {\&} Communications,
Cloud {\&} Big Data Computing, Internet of People and Smart City
Innovation, SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019, Leicester,
United Kingdom, August 19-23, 2019},
pages = {1866--1869},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/SmartWorld-UIC-ATC-SCALCOM-IOP-SCI.2019.00328},
doi = {10.1109/SMARTWORLD-UIC-ATC-SCALCOM-IOP-SCI.2019.00328},
timestamp = {Mon, 20 Apr 2020 11:50:00 +0200},
biburl = {https://dblp.org/rec/conf/uic/RaglinV019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/websci/WuL19,
author = {Liang Wu and
Huan Liu},
editor = {Paolo Boldi and
Brooke Foucault Welles and
Katharina Kinder{-}Kurlanda and
Christo Wilson and
Isabella Peters and
Wagner Meira Jr.},
title = {Debunking Rumors in Social Networks: {A} Timely Approach},
booktitle = {Proceedings of the 11th {ACM} Conference on Web Science, WebSci 2019,
Boston, MA, USA, June 30 - July 03, 2019},
pages = {323--331},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292522.3326025},
doi = {10.1145/3292522.3326025},
timestamp = {Fri, 24 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/websci/WuL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/BeigiGNZ019,
author = {Ghazaleh Beigi and
Ruocheng Guo and
Alexander Nou and
Yanchao Zhang and
Huan Liu},
editor = {J. Shane Culpepper and
Alistair Moffat and
Paul N. Bennett and
Kristina Lerman},
title = {Protecting User Privacy: An Approach for Untraceable Web Browsing
History and Unambiguous User Profiles},
booktitle = {Proceedings of the Twelfth {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2019, Melbourne, VIC, Australia, February
11-15, 2019},
pages = {213--221},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3289600.3291026},
doi = {10.1145/3289600.3291026},
timestamp = {Sat, 30 May 2020 20:02:29 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/BeigiGNZ019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/ShuWL19,
author = {Kai Shu and
Suhang Wang and
Huan Liu},
editor = {J. Shane Culpepper and
Alistair Moffat and
Paul N. Bennett and
Kristina Lerman},
title = {Beyond News Contents: The Role of Social Context for Fake News Detection},
booktitle = {Proceedings of the Twelfth {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2019, Melbourne, VIC, Australia, February
11-15, 2019},
pages = {312--320},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3289600.3290994},
doi = {10.1145/3289600.3290994},
timestamp = {Sun, 19 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/ShuWL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/ChengLSHL19,
author = {Lu Cheng and
Jundong Li and
Yasin N. Silva and
Deborah L. Hall and
Huan Liu},
editor = {J. Shane Culpepper and
Alistair Moffat and
Paul N. Bennett and
Kristina Lerman},
title = {XBully: Cyberbullying Detection within a Multi-Modal Context},
booktitle = {Proceedings of the Twelfth {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2019, Melbourne, VIC, Australia, February
11-15, 2019},
pages = {339--347},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3289600.3291037},
doi = {10.1145/3289600.3291037},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/ChengLSHL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/DingLL19,
author = {Kaize Ding and
Jundong Li and
Huan Liu},
editor = {J. Shane Culpepper and
Alistair Moffat and
Paul N. Bennett and
Kristina Lerman},
title = {Interactive Anomaly Detection on Attributed Networks},
booktitle = {Proceedings of the Twelfth {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2019, Melbourne, VIC, Australia, February
11-15, 2019},
pages = {357--365},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3289600.3290964},
doi = {10.1145/3289600.3290964},
timestamp = {Sun, 28 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/DingLL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/RakeshWSL19,
author = {Vineeth Rakesh and
Suhang Wang and
Kai Shu and
Huan Liu},
editor = {J. Shane Culpepper and
Alistair Moffat and
Paul N. Bennett and
Kristina Lerman},
title = {Linked Variational AutoEncoders for Inferring Substitutable and Supplementary
Items},
booktitle = {Proceedings of the Twelfth {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2019, Melbourne, VIC, Australia, February
11-15, 2019},
pages = {438--446},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3289600.3290963},
doi = {10.1145/3289600.3290963},
timestamp = {Wed, 13 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/RakeshWSL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/ZhouZSL19,
author = {Xinyi Zhou and
Reza Zafarani and
Kai Shu and
Huan Liu},
editor = {J. Shane Culpepper and
Alistair Moffat and
Paul N. Bennett and
Kristina Lerman},
title = {Fake News: Fundamental Theories, Detection Strategies and Challenges},
booktitle = {Proceedings of the Twelfth {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2019, Melbourne, VIC, Australia, February
11-15, 2019},
pages = {836--837},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3289600.3291382},
doi = {10.1145/3289600.3291382},
timestamp = {Mon, 23 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/ZhouZSL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ChengG019,
author = {Lu Cheng and
Ruocheng Guo and
Huan Liu},
editor = {Sihem Amer{-}Yahia and
Mohammad Mahdian and
Ashish Goel and
Geert{-}Jan Houben and
Kristina Lerman and
Julian J. McAuley and
Ricardo Baeza{-}Yates and
Leila Zia},
title = {Robust Cyberbullying Detection with Causal Interpretation},
booktitle = {Companion of The 2019 World Wide Web Conference, {WWW} 2019, San Francisco,
CA, USA, May 13-17, 2019},
pages = {169--175},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3308560.3316503},
doi = {10.1145/3308560.3316503},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/ChengG019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/BeigiR019,
author = {Ghazaleh Beigi and
Suhas Ranganath and
Huan Liu},
editor = {Sihem Amer{-}Yahia and
Mohammad Mahdian and
Ashish Goel and
Geert{-}Jan Houben and
Kristina Lerman and
Julian J. McAuley and
Ricardo Baeza{-}Yates and
Leila Zia},
title = {Signed Link Prediction with Sparse Data: The Role of Personality Information},
booktitle = {Companion of The 2019 World Wide Web Conference, {WWW} 2019, San Francisco,
CA, USA, May 13-17, 2019},
pages = {1270--1278},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3308560.3316469},
doi = {10.1145/3308560.3316469},
timestamp = {Thu, 16 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/BeigiR019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/bdt/RakeshT019,
author = {Vineeth Rakesh and
Lei Tang and
Huan Liu},
editor = {Sherif Sakr and
Albert Y. Zomaya},
title = {Feature Learning from Social Graphs},
booktitle = {Encyclopedia of Big Data Technologies},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-319-63962-8\_273-1},
doi = {10.1007/978-3-319-63962-8\_273-1},
timestamp = {Thu, 14 Feb 2019 16:03:55 +0100},
biburl = {https://dblp.org/rec/reference/bdt/RakeshT019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-02125,
author = {Ghazaleh Beigi and
Suhas Ranganath and
Huan Liu},
title = {Signed Link Prediction with Sparse Data: The Role of Personality Information},
journal = {CoRR},
volume = {abs/1903.02125},
year = {2019},
url = {http://arxiv.org/abs/1903.02125},
eprinttype = {arXiv},
eprint = {1903.02125},
timestamp = {Sun, 31 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-02125.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-02174,
author = {Wen Zhang and
Kai Shu and
Huan Liu and
Yalin Wang},
title = {Graph Neural Networks for User Identity Linkage},
journal = {CoRR},
volume = {abs/1903.02174},
year = {2019},
url = {http://arxiv.org/abs/1903.02174},
eprinttype = {arXiv},
eprint = {1903.02174},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-02174.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-09196,
author = {Kai Shu and
Deepak Mahudeswaran and
Suhang Wang and
Huan Liu},
title = {Hierarchical Propagation Networks for Fake News Detection: Investigation
and Exploitation},
journal = {CoRR},
volume = {abs/1903.09196},
year = {2019},
url = {http://arxiv.org/abs/1903.09196},
eprinttype = {arXiv},
eprint = {1903.09196},
timestamp = {Sun, 19 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-09196.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-13355,
author = {Kai Shu and
Xinyi Zhou and
Suhang Wang and
Reza Zafarani and
Huan Liu},
title = {The Role of User Profile for Fake News Detection},
journal = {CoRR},
volume = {abs/1904.13355},
year = {2019},
url = {http://arxiv.org/abs/1904.13355},
eprinttype = {arXiv},
eprint = {1904.13355},
timestamp = {Mon, 23 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-13355.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-00421,
author = {Yufeng Yu and
Yuelong Zhu and
Dingsheng Wan and
Qun Zhao and
Huan Liu},
title = {A Novel Trend Symbolic Aggregate Approximation for Time Series},
journal = {CoRR},
volume = {abs/1905.00421},
year = {2019},
url = {http://arxiv.org/abs/1905.00421},
eprinttype = {arXiv},
eprint = {1905.00421},
timestamp = {Mon, 27 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-00421.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-03035,
author = {Yufeng Yu and
Yuelong Zhu and
Dingsheng Wan and
Qun Zhao and
Kai Shu and
Huan Liu},
title = {Applications of Social Media in Hydroinformatics: {A} Survey},
journal = {CoRR},
volume = {abs/1905.03035},
year = {2019},
url = {http://arxiv.org/abs/1905.03035},
eprinttype = {arXiv},
eprint = {1905.03035},
timestamp = {Sun, 19 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-03035.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-03485,
author = {Ruocheng Guo and
Jundong Li and
Huan Liu},
title = {Learning Individual Treatment Effects from Networked Observational
Data},
journal = {CoRR},
volume = {abs/1906.03485},
year = {2019},
url = {http://arxiv.org/abs/1906.03485},
eprinttype = {arXiv},
eprint = {1906.03485},
timestamp = {Fri, 14 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-03485.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-03189,
author = {Ghazaleh Beigi and
Kai Shu and
Ruocheng Guo and
Suhang Wang and
Huan Liu},
title = {I Am Not What {I} Write: Privacy Preserving Text Representation Learning},
journal = {CoRR},
volume = {abs/1907.03189},
year = {2019},
url = {http://arxiv.org/abs/1907.03189},
eprinttype = {arXiv},
eprint = {1907.03189},
timestamp = {Sun, 28 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-03189.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-07110,
author = {Kaize Ding and
Yichuan Li and
Jundong Li and
Chenghao Liu and
Huan Liu},
title = {Graph Neural Networks with High-order Feature Interactions},
journal = {CoRR},
volume = {abs/1908.07110},
year = {2019},
url = {http://arxiv.org/abs/1908.07110},
eprinttype = {arXiv},
eprint = {1908.07110},
timestamp = {Wed, 03 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-07110.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-11430,
author = {Kai Shu and
Ahmed Hassan Awadallah and
Susan T. Dumais and
Huan Liu},
title = {Detecting Fake News with Weak Social Supervision},
journal = {CoRR},
volume = {abs/1910.11430},
year = {2019},
url = {http://arxiv.org/abs/1910.11430},
eprinttype = {arXiv},
eprint = {1910.11430},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-11430.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-12417,
author = {Raha Moraffah and
Kai Shu and
Adrienne Raglin and
Huan Liu},
title = {Deep causal representation learning for unsupervised domain adaptation},
journal = {CoRR},
volume = {abs/1910.12417},
year = {2019},
url = {http://arxiv.org/abs/1910.12417},
eprinttype = {arXiv},
eprint = {1910.12417},
timestamp = {Sun, 19 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-12417.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-09872,
author = {Ghazaleh Beigi and
Ahmadreza Mosallanezhad and
Ruocheng Guo and
Hamidreza Alvari and
Alexander Nou and
Huan Liu},
title = {Privacy-Aware Recommendation with Private-Attribute Protection using
Adversarial Learning},
journal = {CoRR},
volume = {abs/1911.09872},
year = {2019},
url = {http://arxiv.org/abs/1911.09872},
eprinttype = {arXiv},
eprint = {1911.09872},
timestamp = {Tue, 03 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-09872.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-10536,
author = {Ruocheng Guo and
Jundong Li and
Huan Liu},
title = {Counterfactual Evaluation of Treatment Assignment Functions with Networked
Observational Data},
journal = {CoRR},
volume = {abs/1912.10536},
year = {2019},
url = {http://arxiv.org/abs/1912.10536},
eprinttype = {arXiv},
eprint = {1912.10536},
timestamp = {Fri, 03 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-10536.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/YangTL18,
author = {Zhen Yang and
Jiliang Tang and
Huan Liu},
title = {Cloud Information Retrieval: Model Description and Scheme Design},
journal = {{IEEE} Access},
volume = {6},
pages = {15420--15430},
year = {2018},
url = {https://doi.org/10.1109/ACCESS.2018.2797131},
doi = {10.1109/ACCESS.2018.2797131},
timestamp = {Tue, 24 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/YangTL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/LiCWMTTL17,
author = {Jundong Li and
Kewei Cheng and
Suhang Wang and
Fred Morstatter and
Robert P. Trevino and
Jiliang Tang and
Huan Liu},
title = {Feature Selection: {A} Data Perspective},
journal = {{ACM} Comput. Surv.},
volume = {50},
number = {6},
pages = {94:1--94:45},
year = {2018},
url = {https://doi.org/10.1145/3136625},
doi = {10.1145/3136625},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csur/LiCWMTTL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/JianLL18,
author = {Ling Jian and
Jundong Li and
Huan Liu},
title = {Toward online node classification on streaming networks},
journal = {Data Min. Knowl. Discov.},
volume = {32},
number = {1},
pages = {231--257},
year = {2018},
url = {https://doi.org/10.1007/s10618-017-0533-y},
doi = {10.1007/S10618-017-0533-Y},
timestamp = {Wed, 07 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/JianLL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lre/WuML18,
author = {Liang Wu and
Fred Morstatter and
Huan Liu},
title = {SlangSD: building, expanding and using a sentiment dictionary of slang
words for short-text sentiment classification},
journal = {Lang. Resour. Evaluation},
volume = {52},
number = {3},
pages = {839--852},
year = {2018},
url = {https://doi.org/10.1007/s10579-018-9416-0},
doi = {10.1007/S10579-018-9416-0},
timestamp = {Thu, 05 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/lre/WuML18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/RanganathHTWL18,
author = {Suhas Ranganath and
Xia Hu and
Jiliang Tang and
Suhang Wang and
Huan Liu},
title = {Understanding and Identifying Rhetorical Questions in Social Media},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {9},
number = {2},
pages = {17:1--17:22},
year = {2018},
url = {https://doi.org/10.1145/3108364},
doi = {10.1145/3108364},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tist/RanganathHTWL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/JianLL18,
author = {Ling Jian and
Jundong Li and
Huan Liu},
title = {Exploiting Multilabel Information for Noise-Resilient Feature Selection},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {9},
number = {5},
pages = {52:1--52:23},
year = {2018},
url = {https://doi.org/10.1145/3158675},
doi = {10.1145/3158675},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tist/JianLL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/WangAL18,
author = {Suhang Wang and
Charu C. Aggarwal and
Huan Liu},
title = {Random-Forest-Inspired Neural Networks},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {9},
number = {6},
pages = {69:1--69:25},
year = {2018},
url = {https://doi.org/10.1145/3232230},
doi = {10.1145/3232230},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tist/WangAL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WangTW018,
author = {Suhang Wang and
Jiliang Tang and
Yilin Wang and
Huan Liu},
title = {Exploring Hierarchical Structures for Recommender Systems},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {30},
number = {6},
pages = {1022--1035},
year = {2018},
url = {https://doi.org/10.1109/TKDE.2018.2789443},
doi = {10.1109/TKDE.2018.2789443},
timestamp = {Tue, 15 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/WangTW018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsoco/Morstatter0YC018,
author = {Fred Morstatter and
Liang Wu and
Uraz Yavanoglu and
Steven R. Corman and
Huan Liu},
title = {Identifying Framing Bias in Online News},
journal = {{ACM} Trans. Soc. Comput.},
volume = {1},
number = {2},
pages = {5:1--5:18},
year = {2018},
url = {https://doi.org/10.1145/3204948},
doi = {10.1145/3204948},
timestamp = {Mon, 30 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsoco/Morstatter0YC018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Li0D018,
author = {Jundong Li and
Liang Wu and
Harsh Dani and
Huan Liu},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Unsupervised Personalized Feature Selection},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {3514--3521},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11628},
doi = {10.1609/AAAI.V32I1.11628},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Li0D018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MengW0Z18,
author = {Xuying Meng and
Suhang Wang and
Huan Liu and
Yujun Zhang},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Exploiting Emotion on Reviews for Recommender Systems},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {3788--3795},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11685},
doi = {10.1609/AAAI.V32I1.11685},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MengW0Z18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MengWSLCLZ18,
author = {Xuying Meng and
Suhang Wang and
Kai Shu and
Jundong Li and
Bo Chen and
Huan Liu and
Yujun Zhang},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Personalized Privacy-Preserving Social Recommendation},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {3796--3803},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11714},
doi = {10.1609/AAAI.V32I1.11714},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MengWSLCLZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/PangCCLL18,
author = {Guansong Pang and
Longbing Cao and
Ling Chen and
Defu Lian and
Huan Liu},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Sparse Modeling-Based Sequential Ensemble Learning for Effective Outlier
Detection in High-Dimensional Numeric Data},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {3892--3899},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11692},
doi = {10.1609/AAAI.V32I1.11692},
timestamp = {Fri, 08 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/PangCCLL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/ShuWLTC018,
author = {Kai Shu and
Suhang Wang and
Huan Liu and
Jiliang Tang and
Yi Chang and
Ping Luo},
editor = {Ulrik Brandes and
Chandan Reddy and
Andrea Tagarelli},
title = {Exploiting User Actions for App Recommendations},
booktitle = {{IEEE/ACM} 2018 International Conference on Advances in Social Networks
Analysis and Mining, {ASONAM} 2018, Barcelona, Spain, August 28-31,
2018},
pages = {139--142},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ASONAM.2018.8508447},
doi = {10.1109/ASONAM.2018.8508447},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/ShuWLTC018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/KamarudinRBM018,
author = {Nur Shazwani Kamarudin and
Vineeth Rakesh and
Ghazaleh Beigi and
Lydia Manikonda and
Huan Liu},
editor = {Ulrik Brandes and
Chandan Reddy and
Andrea Tagarelli},
title = {A Study of Reddit-User's Response to Rape},
booktitle = {{IEEE/ACM} 2018 International Conference on Advances in Social Networks
Analysis and Mining, {ASONAM} 2018, Barcelona, Spain, August 28-31,
2018},
pages = {591--592},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ASONAM.2018.8508855},
doi = {10.1109/ASONAM.2018.8508855},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/KamarudinRBM018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/Yu0LYL18,
author = {Junliang Yu and
Min Gao and
Jundong Li and
Hongzhi Yin and
Huan Liu},
editor = {Alfredo Cuzzocrea and
James Allan and
Norman W. Paton and
Divesh Srivastava and
Rakesh Agrawal and
Andrei Z. Broder and
Mohammed J. Zaki and
K. Sel{\c{c}}uk Candan and
Alexandros Labrinidis and
Assaf Schuster and
Haixun Wang},
title = {Adaptive Implicit Friends Identification over Heterogeneous Network
for Social Recommendation},
booktitle = {Proceedings of the 27th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2018, Torino, Italy, October 22-26,
2018},
pages = {357--366},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3269206.3271725},
doi = {10.1145/3269206.3271725},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/Yu0LYL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ChenQLS18,
author = {Yiqi Chen and
Tieyun Qian and
Huan Liu and
Ke Sun},
editor = {Alfredo Cuzzocrea and
James Allan and
Norman W. Paton and
Divesh Srivastava and
Rakesh Agrawal and
Andrei Z. Broder and
Mohammed J. Zaki and
K. Sel{\c{c}}uk Candan and
Alexandros Labrinidis and
Assaf Schuster and
Haixun Wang},
title = {"Bridge": Enhanced Signed Directed Network Embedding},
booktitle = {Proceedings of the 27th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2018, Torino, Italy, October 22-26,
2018},
pages = {773--782},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3269206.3271738},
doi = {10.1145/3269206.3271738},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/ChenQLS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/RakeshGMA018,
author = {Vineeth Rakesh and
Ruocheng Guo and
Raha Moraffah and
Nitin Agarwal and
Huan Liu},
editor = {Alfredo Cuzzocrea and
James Allan and
Norman W. Paton and
Divesh Srivastava and
Rakesh Agrawal and
Andrei Z. Broder and
Mohammed J. Zaki and
K. Sel{\c{c}}uk Candan and
Alexandros Labrinidis and
Assaf Schuster and
Haixun Wang},
title = {Linked Causal Variational Autoencoder for Inferring Paired Spillover
Effects},
booktitle = {Proceedings of the 27th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2018, Torino, Italy, October 22-26,
2018},
pages = {1679--1682},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3269206.3269267},
doi = {10.1145/3269206.3269267},
timestamp = {Wed, 21 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/RakeshGMA018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LiTL18,
author = {Liangyue Li and
Hanghang Tong and
Huan Liu},
editor = {Alfredo Cuzzocrea and
James Allan and
Norman W. Paton and
Divesh Srivastava and
Rakesh Agrawal and
Andrei Z. Broder and
Mohammed J. Zaki and
K. Sel{\c{c}}uk Candan and
Alexandros Labrinidis and
Assaf Schuster and
Haixun Wang},
title = {Towards Explainable Networked Prediction},
booktitle = {Proceedings of the 27th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2018, Torino, Italy, October 22-26,
2018},
pages = {1819--1822},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3269206.3269276},
doi = {10.1145/3269206.3269276},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/LiTL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ht/BeigiSZ018,
author = {Ghazaleh Beigi and
Kai Shu and
Yanchao Zhang and
Huan Liu},
editor = {Dongwon Lee and
Nishanth Sastry and
Ingmar Weber},
title = {Securing Social Media User Data: An Adversarial Approach},
booktitle = {Proceedings of the 29th on Hypertext and Social Media, {HT} 2018,
Baltimore, MD, USA, July 09-12, 2018},
pages = {165--173},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3209542.3209552},
doi = {10.1145/3209542.3209552},
timestamp = {Thu, 21 Jan 2021 17:36:52 +0100},
biburl = {https://dblp.org/rec/conf/ht/BeigiSZ018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ShuWL0018,
author = {Kai Shu and
Suhang Wang and
Thai Le and
Dongwon Lee and
Huan Liu},
title = {Deep Headline Generation for Clickbait Detection},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2018, Singapore,
November 17-20, 2018},
pages = {467--476},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDM.2018.00062},
doi = {10.1109/ICDM.2018.00062},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ShuWL0018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TengLTCL18,
author = {Shan{-}Yun Teng and
Jundong Li and
Lo Pang{-}Yun Ting and
Kun{-}Ta Chuang and
Huan Liu},
title = {Interactive Unknowns Recommendation in E-Learning Systems},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2018, Singapore,
November 17-20, 2018},
pages = {497--506},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDM.2018.00065},
doi = {10.1109/ICDM.2018.00065},
timestamp = {Sun, 28 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/TengLTCL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GuoL018,
author = {Ruocheng Guo and
Jundong Li and
Huan Liu},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {{INITIATOR:} Noise-contrastive Estimation for Marked Temporal Point
Process},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {2191--2197},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/303},
doi = {10.24963/IJCAI.2018/303},
timestamp = {Tue, 20 Aug 2019 16:19:08 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/GuoL018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/PengLLLZ18,
author = {Zhen Peng and
Minnan Luo and
Jundong Li and
Huan Liu and
Qinghua Zheng},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {{ANOMALOUS:} {A} Joint Modeling Approach for Anomaly Detection on
Attributed Networks},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {3513--3519},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/488},
doi = {10.24963/IJCAI.2018/488},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/PengLLLZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PangCCL18,
author = {Guansong Pang and
Longbing Cao and
Ling Chen and
Huan Liu},
editor = {Yike Guo and
Faisal Farooq},
title = {Learning Representations of Ultrahigh-dimensional Data for Random
Distance-based Outlier Detection},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {2041--2050},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3220042},
doi = {10.1145/3219819.3220042},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/PangCCL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ZhangSWL018,
author = {Wen Zhang and
Kai Shu and
Suhang Wang and
Huan Liu and
Yalin Wang},
editor = {Alejandro F. Frangi and
Julia A. Schnabel and
Christos Davatzikos and
Carlos Alberola{-}L{\'{o}}pez and
Gabor Fichtinger},
title = {Multimodal Fusion of Brain Networks with Longitudinal Couplings},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2018 - 21st International Conference, Granada, Spain, September 16-20,
2018, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {11072},
pages = {3--11},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00931-1\_1},
doi = {10.1007/978-3-030-00931-1\_1},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/ZhangSWL018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mipr/ShuWL18,
author = {Kai Shu and
Suhang Wang and
Huan Liu},
title = {Understanding User Profiles on Social Media for Fake News Detection},
booktitle = {{IEEE} 1st Conference on Multimedia Information Processing and Retrieval,
{MIPR} 2018, Miami, FL, USA, April 10-12, 2018},
pages = {430--435},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.ieeecomputersociety.org/10.1109/MIPR.2018.00092},
doi = {10.1109/MIPR.2018.00092},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mipr/ShuWL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbp-brims/ManikondaBK018,
author = {Lydia Manikonda and
Ghazaleh Beigi and
Subbarao Kambhampati and
Huan Liu},
editor = {Robert Thomson and
Christopher L. Dancy and
Ayaz Hyder and
Halil Bisgin},
title = {{\#}metoo Through the Lens of Social Media},
booktitle = {Social, Cultural, and Behavioral Modeling - 11th International Conference,
SBP-BRiMS 2018, Washington, DC, USA, July 10-13, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10899},
pages = {104--110},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-93372-6\_13},
doi = {10.1007/978-3-319-93372-6\_13},
timestamp = {Tue, 14 May 2019 10:00:35 +0200},
biburl = {https://dblp.org/rec/conf/sbp-brims/ManikondaBK018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbp-brims/Beigi018,
author = {Ghazaleh Beigi and
Huan Liu},
editor = {Robert Thomson and
Christopher L. Dancy and
Ayaz Hyder and
Halil Bisgin},
title = {Similar but Different: Exploiting Users' Congruity for Recommendation
Systems},
booktitle = {Social, Cultural, and Behavioral Modeling - 11th International Conference,
SBP-BRiMS 2018, Washington, DC, USA, July 10-13, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10899},
pages = {129--140},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-93372-6\_15},
doi = {10.1007/978-3-319-93372-6\_15},
timestamp = {Wed, 04 Jul 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sbp-brims/Beigi018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbp-brims/ShuSS018,
author = {Kai Shu and
Amy Sliva and
Justin Sampson and
Huan Liu},
editor = {Robert Thomson and
Christopher L. Dancy and
Ayaz Hyder and
Halil Bisgin},
title = {Understanding Cyber Attack Behaviors with Sentiment Information on
Social Media},
booktitle = {Social, Cultural, and Behavioral Modeling - 11th International Conference,
SBP-BRiMS 2018, Washington, DC, USA, July 10-13, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10899},
pages = {377--388},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-93372-6\_41},
doi = {10.1007/978-3-319-93372-6\_41},
timestamp = {Wed, 04 Jul 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sbp-brims/ShuSS018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbp-brims/CarleyCAL18,
author = {Kathleen M. Carley and
Guido Cervone and
Nitin Agarwal and
Huan Liu},
editor = {Robert Thomson and
Christopher L. Dancy and
Ayaz Hyder and
Halil Bisgin},
title = {Social Cyber-Security},
booktitle = {Social, Cultural, and Behavioral Modeling - 11th International Conference,
SBP-BRiMS 2018, Washington, DC, USA, July 10-13, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10899},
pages = {389--394},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-93372-6\_42},
doi = {10.1007/978-3-319-93372-6\_42},
timestamp = {Wed, 11 Jul 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sbp-brims/CarleyCAL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Li0TL18,
author = {Jundong Li and
Chen Chen and
Hanghang Tong and
Huan Liu},
editor = {Martin Ester and
Dino Pedreschi},
title = {Multi-Layered Network Embedding},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {684--692},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.77},
doi = {10.1137/1.9781611975321.77},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Li0TL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0006LML18,
author = {Liang Wu and
Jundong Li and
Fred Morstatter and
Huan Liu},
editor = {Martin Ester and
Dino Pedreschi},
title = {Toward Relational Learning with Misinformation},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {711--719},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.80},
doi = {10.1137/1.9781611975321.80},
timestamp = {Thu, 30 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0006LML18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/0006HHL18,
author = {Liang Wu and
Diane Hu and
Liangjie Hong and
Huan Liu},
editor = {Kevyn Collins{-}Thompson and
Qiaozhu Mei and
Brian D. Davison and
Yiqun Liu and
Emine Yilmaz},
title = {Turning Clicks into Purchases: Revenue Optimization for Product Search
in E-Commerce},
booktitle = {The 41st International {ACM} {SIGIR} Conference on Research {\&}
Development in Information Retrieval, {SIGIR} 2018, Ann Arbor, MI,
USA, July 08-12, 2018},
pages = {365--374},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3209978.3209993},
doi = {10.1145/3209978.3209993},
timestamp = {Wed, 16 Sep 2020 13:34:22 +0200},
biburl = {https://dblp.org/rec/conf/sigir/0006HHL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/LiCWL18,
author = {Jundong Li and
Kewei Cheng and
Liang Wu and
Huan Liu},
editor = {Yi Chang and
Chengxiang Zhai and
Yan Liu and
Yoelle Maarek},
title = {Streaming Link Prediction on Dynamic Attributed Networks},
booktitle = {Proceedings of the Eleventh {ACM} International Conference on Web
Search and Data Mining, {WSDM} 2018, Marina Del Rey, CA, USA, February
5-9, 2018},
pages = {369--377},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3159652.3159674},
doi = {10.1145/3159652.3159674},
timestamp = {Thu, 13 Aug 2020 18:13:38 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/LiCWL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/RanganathBL18,
author = {Suhas Ranganath and
Ghazaleh Beigi and
Huan Liu},
editor = {Yi Chang and
Chengxiang Zhai and
Yan Liu and
Yoelle Maarek},
title = {Leveraging Implicit Contribution Amounts to Facilitate Microfinancing
Requests},
booktitle = {Proceedings of the Eleventh {ACM} International Conference on Web
Search and Data Mining, {WSDM} 2018, Marina Del Rey, CA, USA, February
5-9, 2018},
pages = {477--485},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3159652.3159679},
doi = {10.1145/3159652.3159679},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/RanganathBL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/ShuWTWL18,
author = {Kai Shu and
Suhang Wang and
Jiliang Tang and
Yilin Wang and
Huan Liu},
editor = {Yi Chang and
Chengxiang Zhai and
Yan Liu and
Yoelle Maarek},
title = {CrossFire: Cross Media Joint Friend and Item Recommendations},
booktitle = {Proceedings of the Eleventh {ACM} International Conference on Web
Search and Data Mining, {WSDM} 2018, Marina Del Rey, CA, USA, February
5-9, 2018},
pages = {522--530},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3159652.3159692},
doi = {10.1145/3159652.3159692},
timestamp = {Tue, 15 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/ShuWTWL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/WuL18,
author = {Liang Wu and
Huan Liu},
editor = {Yi Chang and
Chengxiang Zhai and
Yan Liu and
Yoelle Maarek},
title = {Tracing Fake-News Footprints: Characterizing Social Media Messages
by How They Propagate},
booktitle = {Proceedings of the Eleventh {ACM} International Conference on Web
Search and Data Mining, {WSDM} 2018, Marina Del Rey, CA, USA, February
5-9, 2018},
pages = {637--645},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3159652.3159677},
doi = {10.1145/3159652.3159677},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/WuL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LiTWWC018,
author = {Jundong Li and
Jiliang Tang and
Yilin Wang and
Yali Wan and
Yi Chang and
Huan Liu},
editor = {Pierre{-}Antoine Champin and
Fabien Gandon and
Mounia Lalmas and
Panagiotis G. Ipeirotis},
title = {Understanding and Predicting Delay in Reciprocal Relations},
booktitle = {Proceedings of the 2018 World Wide Web Conference on World Wide Web,
{WWW} 2018, Lyon, France, April 23-27, 2018},
pages = {1643--1652},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3178876.3186076},
doi = {10.1145/3178876.3186076},
timestamp = {Tue, 15 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/LiTWWC018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/bigdataconf/2018,
editor = {Naoki Abe and
Huan Liu and
Calton Pu and
Xiaohua Hu and
Nesreen K. Ahmed and
Mu Qiao and
Yang Song and
Donald Kossmann and
Bing Liu and
Kisung Lee and
Jiliang Tang and
Jingrui He and
Jeffrey S. Saltz},
title = {{IEEE} International Conference on Big Data {(IEEE} BigData 2018),
Seattle, WA, USA, December 10-13, 2018},
publisher = {{IEEE}},
year = {2018},
url = {https://ieeexplore.ieee.org/xpl/conhome/8610059/proceeding},
isbn = {978-1-5386-5035-6},
timestamp = {Fri, 19 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/2018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/db/Agarwal018,
author = {Nitin Agarwal and
Huan Liu},
editor = {Ling Liu and
M. Tamer {\"{O}}zsu},
title = {Trust in Blogosphere},
booktitle = {Encyclopedia of Database Systems, Second Edition},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-1-4614-8265-9\_438},
doi = {10.1007/978-1-4614-8265-9\_438},
timestamp = {Thu, 14 Feb 2019 09:43:36 +0100},
biburl = {https://dblp.org/rec/reference/db/Agarwal018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/db/Refaeilzadeh0018,
author = {Payam Refaeilzadeh and
Lei Tang and
Huan Liu},
editor = {Ling Liu and
M. Tamer {\"{O}}zsu},
title = {Cross-Validation},
booktitle = {Encyclopedia of Database Systems, Second Edition},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-1-4614-8265-9\_565},
doi = {10.1007/978-1-4614-8265-9\_565},
timestamp = {Thu, 14 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/reference/db/Refaeilzadeh0018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/snam/Agarwal018,
author = {Nitin Agarwal and
Huan Liu},
editor = {Reda Alhajj and
Jon G. Rokne},
title = {Time- and Event-Driven Modeling of Blogger Influence},
booktitle = {Encyclopedia of Social Network Analysis and Mining, 2nd Edition},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-1-4939-7131-2\_378},
doi = {10.1007/978-1-4939-7131-2\_378},
timestamp = {Wed, 04 May 2022 13:01:02 +0200},
biburl = {https://dblp.org/rec/reference/snam/Agarwal018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/snam/FengG018,
author = {Zhuo Feng and
Pritam Gundecha and
Huan Liu},
editor = {Reda Alhajj and
Jon G. Rokne},
title = {Social Provenance},
booktitle = {Encyclopedia of Social Network Analysis and Mining, 2nd Edition},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-1-4939-7131-2\_388},
doi = {10.1007/978-1-4939-7131-2\_388},
timestamp = {Sun, 17 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/reference/snam/FengG018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/snam/Wu018,
author = {Liang Wu and
Huan Liu},
editor = {Reda Alhajj and
Jon G. Rokne},
title = {Detecting Crowdturfing in Social Media},
booktitle = {Encyclopedia of Social Network Analysis and Mining, 2nd Edition},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-1-4939-7131-2\_110196},
doi = {10.1007/978-1-4939-7131-2\_110196},
timestamp = {Tue, 09 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/snam/Wu018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-04514,
author = {Ghazaleh Beigi and
Huan Liu},
title = {Similar but Different: Exploiting Users' Congruity for Recommendation
Systems},
journal = {CoRR},
volume = {abs/1803.04514},
year = {2018},
url = {http://arxiv.org/abs/1803.04514},
eprinttype = {arXiv},
eprint = {1803.04514},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-04514.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-08022,
author = {Lydia Manikonda and
Ghazaleh Beigi and
Huan Liu and
Subbarao Kambhampati},
title = {Twitter for Sparking a Movement, Reddit for Sharing the Moment: {\#}metoo
through the Lens of Social Media},
journal = {CoRR},
volume = {abs/1803.08022},
year = {2018},
url = {http://arxiv.org/abs/1803.08022},
eprinttype = {arXiv},
eprint = {1803.08022},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-08022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-10233,
author = {Kai Shu and
H. Russell Bernard and
Huan Liu},
title = {Studying Fake News via Network Analysis: Detection and Mitigation},
journal = {CoRR},
volume = {abs/1804.10233},
year = {2018},
url = {http://arxiv.org/abs/1804.10233},
eprinttype = {arXiv},
eprint = {1804.10233},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-10233.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-00519,
author = {Ghazaleh Beigi and
Kai Shu and
Yanchao Zhang and
Huan Liu},
title = {Securing Social Media User Data - An Adversarial Approach},
journal = {CoRR},
volume = {abs/1805.00519},
year = {2018},
url = {http://arxiv.org/abs/1805.00519},
eprinttype = {arXiv},
eprint = {1805.00519},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-00519.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-04808,
author = {Guansong Pang and
Longbing Cao and
Ling Chen and
Huan Liu},
title = {Learning Representations of Ultrahigh-dimensional Data for Random
Distance-based Outlier Detection},
journal = {CoRR},
volume = {abs/1806.04808},
year = {2018},
url = {http://arxiv.org/abs/1806.04808},
eprinttype = {arXiv},
eprint = {1806.04808},
timestamp = {Wed, 07 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-04808.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-02191,
author = {Ghazaleh Beigi and
Huan Liu},
title = {Privacy in Social Media: Identification, Mitigation and Applications},
journal = {CoRR},
volume = {abs/1808.02191},
year = {2018},
url = {http://arxiv.org/abs/1808.02191},
eprinttype = {arXiv},
eprint = {1808.02191},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-02191.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-03333,
author = {Vineeth Rakesh and
Ruocheng Guo and
Raha Moraffah and
Nitin Agarwal and
Huan Liu},
title = {Linked Causal Variational Autoencoder for Inferring Paired Spillover
Effects},
journal = {CoRR},
volume = {abs/1808.03333},
year = {2018},
url = {http://arxiv.org/abs/1808.03333},
eprinttype = {arXiv},
eprint = {1808.03333},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-03333.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-08627,
author = {Jundong Li and
Liang Wu and
Huan Liu},
title = {Multi-Level Network Embedding with Boosted Low-Rank Matrix Approximation},
journal = {CoRR},
volume = {abs/1808.08627},
year = {2018},
url = {http://arxiv.org/abs/1808.08627},
eprinttype = {arXiv},
eprint = {1808.08627},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-08627.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-01286,
author = {Kai Shu and
Deepak Mahudeswaran and
Suhang Wang and
Dongwon Lee and
Huan Liu},
title = {FakeNewsNet: {A} Data Repository with News Content, Social Context
and Dynamic Information for Studying Fake News on Social Media},
journal = {CoRR},
volume = {abs/1809.01286},
year = {2018},
url = {http://arxiv.org/abs/1809.01286},
eprinttype = {arXiv},
eprint = {1809.01286},
timestamp = {Thu, 11 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-01286.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-09337,
author = {Ruocheng Guo and
Lu Cheng and
Jundong Li and
P. Richard Hahn and
Huan Liu},
title = {A Survey of Learning Causality with Data: Problems and Methods},
journal = {CoRR},
volume = {abs/1809.09337},
year = {2018},
url = {http://arxiv.org/abs/1809.09337},
eprinttype = {arXiv},
eprint = {1809.09337},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-09337.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-09340,
author = {Ghazaleh Beigi and
Ruocheng Guo and
Alexander Nou and
Yanchao Zhang and
Huan Liu},
title = {Protecting User Privacy: An Approach for Untraceable Web Browsing
History and Unambiguous User Profiles},
journal = {CoRR},
volume = {abs/1811.09340},
year = {2018},
url = {http://arxiv.org/abs/1811.09340},
eprinttype = {arXiv},
eprint = {1811.09340},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-09340.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-09955,
author = {Binbin Liu and
Jundong Li and
Yunquan Song and
Xijun Liang and
Ling Jian and
Huan Liu},
title = {Online Newton Step Algorithm with Estimated Gradient},
journal = {CoRR},
volume = {abs/1811.09955},
year = {2018},
url = {http://arxiv.org/abs/1811.09955},
eprinttype = {arXiv},
eprint = {1811.09955},
timestamp = {Sun, 28 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-09955.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/LiL17,
author = {Jundong Li and
Huan Liu},
title = {Challenges of Feature Selection for Big Data Analytics},
journal = {{IEEE} Intell. Syst.},
volume = {32},
number = {2},
pages = {9--15},
year = {2017},
url = {https://doi.org/10.1109/MIS.2017.38},
doi = {10.1109/MIS.2017.38},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/expert/LiL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MorstatterL17,
author = {Fred Morstatter and
Huan Liu},
title = {In Search of Coherence and Consensus: Measuring the Interpretability
of Statistical Topics},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {169:1--169:32},
year = {2017},
url = {http://jmlr.org/papers/v18/17-069.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MorstatterL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/LiLL17,
author = {Yun Li and
Tao Li and
Huan Liu},
title = {Recent advances in feature selection and its applications},
journal = {Knowl. Inf. Syst.},
volume = {53},
number = {3},
pages = {551--577},
year = {2017},
url = {https://doi.org/10.1007/s10115-017-1059-8},
doi = {10.1007/S10115-017-1059-8},
timestamp = {Wed, 03 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/LiLL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/osnm/Morstatter017,
author = {Fred Morstatter and
Huan Liu},
title = {Discovering, assessing, and mitigating data bias in social media},
journal = {Online Soc. Networks Media},
volume = {1},
pages = {1--13},
year = {2017},
url = {https://doi.org/10.1016/j.osnem.2017.01.001},
doi = {10.1016/J.OSNEM.2017.01.001},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/osnm/Morstatter017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ChengALC17,
author = {Yu Cheng and
Ankit Agrawal and
Huan Liu and
Alok N. Choudhary},
title = {Legislative prediction with dual uncertainty minimization from heterogeneous
information},
journal = {Stat. Anal. Data Min.},
volume = {10},
number = {2},
pages = {107--120},
year = {2017},
url = {https://doi.org/10.1002/sam.11309},
doi = {10.1002/SAM.11309},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ChengALC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/ShuSWTL17,
author = {Kai Shu and
Amy Sliva and
Suhang Wang and
Jiliang Tang and
Huan Liu},
title = {Fake News Detection on Social Media: {A} Data Mining Perspective},
journal = {{SIGKDD} Explor.},
volume = {19},
number = {1},
pages = {22--36},
year = {2017},
url = {https://doi.org/10.1145/3137597.3137600},
doi = {10.1145/3137597.3137600},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/ShuSWTL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/NazerXJL17,
author = {Tahora H. Nazer and
Guoliang Xue and
Yusheng Ji and
Huan Liu},
title = {Intelligent Disaster Response via Social Media Analysis {A} Survey},
journal = {{SIGKDD} Explor.},
volume = {19},
number = {1},
pages = {46--59},
year = {2017},
url = {https://doi.org/10.1145/3137597.3137602},
doi = {10.1145/3137597.3137602},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/NazerXJL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/XiaWBL17,
author = {Feng Xia and
Wei Wang and
Teshome Megersa Bekele and
Huan Liu},
title = {Big Scholarly Data: {A} Survey},
journal = {{IEEE} Trans. Big Data},
volume = {3},
number = {1},
pages = {18--35},
year = {2017},
url = {https://doi.org/10.1109/TBDATA.2016.2641460},
doi = {10.1109/TBDATA.2016.2641460},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbd/XiaWBL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/RanganathWHTL17,
author = {Suhas Ranganath and
Suhang Wang and
Xia Hu and
Jiliang Tang and
Huan Liu},
title = {Facilitating Time Critical Information Seeking in Social Media},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {29},
number = {10},
pages = {2197--2209},
year = {2017},
url = {https://doi.org/10.1109/TKDE.2017.2701375},
doi = {10.1109/TKDE.2017.2701375},
timestamp = {Wed, 07 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/RanganathWHTL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangWTQLL17,
author = {Yilin Wang and
Suhang Wang and
Jiliang Tang and
Guo{-}Jun Qi and
Huan Liu and
Baoxin Li},
editor = {Satinder Singh and
Shaul Markovitch},
title = {{CLARE:} {A} Joint Approach to Label Classification and Tag Recommendation},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {210--216},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10479},
doi = {10.1609/AAAI.V31I1.10479},
timestamp = {Mon, 04 Sep 2023 14:40:32 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WangWTQLL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChengLTL17,
author = {Kewei Cheng and
Jundong Li and
Jiliang Tang and
Huan Liu},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Unsupervised Sentiment Analysis with Signed Social Networks},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {3429--3435},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.11008},
doi = {10.1609/AAAI.V31I1.11008},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChengLTL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WangATL17,
author = {Suhang Wang and
Charu C. Aggarwal and
Jiliang Tang and
Huan Liu},
editor = {Ee{-}Peng Lim and
Marianne Winslett and
Mark Sanderson and
Ada Wai{-}Chee Fu and
Jimeng Sun and
J. Shane Culpepper and
Eric Lo and
Joyce C. Ho and
Debora Donato and
Rakesh Agrawal and
Yu Zheng and
Carlos Castillo and
Aixin Sun and
Vincent S. Tseng and
Chenliang Li},
title = {Attributed Signed Network Embedding},
booktitle = {Proceedings of the 2017 {ACM} on Conference on Information and Knowledge
Management, {CIKM} 2017, Singapore, November 06 - 10, 2017},
pages = {137--146},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3132847.3132905},
doi = {10.1145/3132847.3132905},
timestamp = {Tue, 29 Aug 2023 16:24:43 +0200},
biburl = {https://dblp.org/rec/conf/cikm/WangATL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LiDHTCL17,
author = {Jundong Li and
Harsh Dani and
Xia Hu and
Jiliang Tang and
Yi Chang and
Huan Liu},
editor = {Ee{-}Peng Lim and
Marianne Winslett and
Mark Sanderson and
Ada Wai{-}Chee Fu and
Jimeng Sun and
J. Shane Culpepper and
Eric Lo and
Joyce C. Ho and
Debora Donato and
Rakesh Agrawal and
Yu Zheng and
Carlos Castillo and
Aixin Sun and
Vincent S. Tseng and
Chenliang Li},
title = {Attributed Network Embedding for Learning in a Dynamic Environment},
booktitle = {Proceedings of the 2017 {ACM} on Conference on Information and Knowledge
Management, {CIKM} 2017, Singapore, November 06 - 10, 2017},
pages = {387--396},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3132847.3132919},
doi = {10.1145/3132847.3132919},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/LiDHTCL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/WuHML17,
author = {Liang Wu and
Xia Hu and
Fred Morstatter and
Huan Liu},
title = {Adaptive Spammer Detection with Sparse Group Modeling},
booktitle = {Proceedings of the Eleventh International Conference on Web and Social
Media, {ICWSM} 2017, Montr{\'{e}}al, Qu{\'{e}}bec, Canada,
May 15-18, 2017},
pages = {319--326},
publisher = {{AAAI} Press},
year = {2017},
url = {https://aaai.org/ocs/index.php/ICWSM/ICWSM17/paper/view/15636},
timestamp = {Sun, 11 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icwsm/WuHML17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/WuHL17,
author = {Liang Wu and
Xia Hu and
Huan Liu},
title = {Early Identification of Personalized Trending Topics in Microblogging},
booktitle = {Proceedings of the Eleventh International Conference on Web and Social
Media, {ICWSM} 2017, Montr{\'{e}}al, Qu{\'{e}}bec, Canada,
May 15-18, 2017},
pages = {692--695},
publisher = {{AAAI} Press},
year = {2017},
url = {https://aaai.org/ocs/index.php/ICWSM/ICWSM17/paper/view/15641},
timestamp = {Sun, 11 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icwsm/WuHL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/WuHML17a,
author = {Liang Wu and
Xia Hu and
Fred Morstatter and
Huan Liu},
title = {Detecting Camouflaged Content Polluters},
booktitle = {Proceedings of the Eleventh International Conference on Web and Social
Media, {ICWSM} 2017, Montr{\'{e}}al, Qu{\'{e}}bec, Canada,
May 15-18, 2017},
pages = {696--699},
publisher = {{AAAI} Press},
year = {2017},
url = {https://aaai.org/ocs/index.php/ICWSM/ICWSM17/paper/view/15643},
timestamp = {Sun, 11 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icwsm/WuHML17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LiDHL17,
author = {Jundong Li and
Harsh Dani and
Xia Hu and
Huan Liu},
editor = {Carles Sierra},
title = {Radar: Residual Analysis for Anomaly Detection in Attributed Networks},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {2152--2158},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/299},
doi = {10.24963/IJCAI.2017/299},
timestamp = {Tue, 20 Aug 2019 16:16:54 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LiDHL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LiTL17,
author = {Jundong Li and
Jiliang Tang and
Huan Liu},
editor = {Carles Sierra},
title = {Reconstruction-based Unsupervised Feature Selection: An Embedded Approach},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {2159--2165},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/300},
doi = {10.24963/IJCAI.2017/300},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LiTL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/PangCCL17,
author = {Guansong Pang and
Longbing Cao and
Ling Chen and
Huan Liu},
editor = {Carles Sierra},
title = {Learning Homophily Couplings from Non-IID Data for Joint Feature Selection
and Noise-Resilient Outlier Detection},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {2585--2591},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/360},
doi = {10.24963/IJCAI.2017/360},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/PangCCL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangAL17,
author = {Suhang Wang and
Charu C. Aggarwal and
Huan Liu},
title = {Randomized Feature Engineering as a Fast and Accurate Alternative
to Kernel Methods},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {485--494},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098001},
doi = {10.1145/3097983.3098001},
timestamp = {Fri, 25 Dec 2020 01:14:16 +0100},
biburl = {https://dblp.org/rec/conf/kdd/WangAL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChengLL17,
author = {Kewei Cheng and
Jundong Li and
Huan Liu},
title = {Unsupervised Feature Selection in Signed Social Networks},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {777--786},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098106},
doi = {10.1145/3097983.3098106},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ChengLL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ksem/LiuPXL17,
author = {Shaowu Liu and
Na Pang and
Guandong Xu and
Huan Liu},
editor = {Gang Li and
Yong Ge and
Zili Zhang and
Zhi Jin and
Michael Blumenstein},
title = {Collaborative Filtering via Different Preference Structures},
booktitle = {Knowledge Science, Engineering and Management - 10th International
Conference, {KSEM} 2017, Melbourne, VIC, Australia, August 19-20,
2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10412},
pages = {309--321},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-63558-3\_26},
doi = {10.1007/978-3-319-63558-3\_26},
timestamp = {Wed, 22 Jun 2022 09:02:17 +0200},
biburl = {https://dblp.org/rec/conf/ksem/LiuPXL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DaniLL17,
author = {Harsh Dani and
Jundong Li and
Huan Liu},
editor = {Michelangelo Ceci and
Jaakko Hollm{\'{e}}n and
Ljupco Todorovski and
Celine Vens and
Saso Dzeroski},
title = {Sentiment Informed Cyberbullying Detection in Social Media},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10534},
pages = {52--67},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-71249-9\_4},
doi = {10.1007/978-3-319-71249-9\_4},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DaniLL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangAL17,
author = {Suhang Wang and
Charu C. Aggarwal and
Huan Liu},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Using a Random Forest to Inspire a Neural Network and Improving on
It},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {1--9},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.1},
doi = {10.1137/1.9781611974973.1},
timestamp = {Fri, 04 Oct 2019 16:19:51 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangAL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WuLHL17,
author = {Liang Wu and
Jundong Li and
Xia Hu and
Huan Liu},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Gleaning Wisdom from the Past: Early Detection of Emerging Rumors
in Social Media},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {99--107},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.12},
doi = {10.1137/1.9781611974973.12},
timestamp = {Sun, 11 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/WuLHL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangTACL17,
author = {Suhang Wang and
Jiliang Tang and
Charu C. Aggarwal and
Yi Chang and
Huan Liu},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Signed Network Embedding in Social Media},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {327--335},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.37},
doi = {10.1137/1.9781611974973.37},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangTACL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiWZL17,
author = {Jundong Li and
Liang Wu and
Osmar R. Za{\"{\i}}ane and
Huan Liu},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Toward Personalized Relational Learning},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {444--452},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.50},
doi = {10.1137/1.9781611974973.50},
timestamp = {Sun, 11 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/LiWZL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangWTARL17,
author = {Suhang Wang and
Yilin Wang and
Jiliang Tang and
Charu C. Aggarwal and
Suhas Ranganath and
Huan Liu},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Exploiting Hierarchical Structures for Unsupervised Feature Selection},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {507--515},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.57},
doi = {10.1137/1.9781611974973.57},
timestamp = {Tue, 15 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangWTARL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/WangWTSRL17,
author = {Suhang Wang and
Yilin Wang and
Jiliang Tang and
Kai Shu and
Suhas Ranganath and
Huan Liu},
editor = {Rick Barrett and
Rick Cummings and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {What Your Images Reveal: Exploiting Visual Contents for Point-of-Interest
Recommendation},
booktitle = {Proceedings of the 26th International Conference on World Wide Web,
{WWW} 2017, Perth, Australia, April 3-7, 2017},
pages = {391--400},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3038912.3052638},
doi = {10.1145/3038912.3052638},
timestamp = {Tue, 15 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/WangWTSRL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/smp/2017,
editor = {Xueqi Cheng and
Wei{-}Ying Ma and
Huan Liu and
Huawei Shen and
Shizheng Feng and
Xing Xie},
title = {Social Media Processing - 6th National Conference, {SMP} 2017, Beijing,
China, September 14-17, 2017, Proceedings},
series = {Communications in Computer and Information Science},
volume = {774},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-981-10-6805-8},
doi = {10.1007/978-981-10-6805-8},
isbn = {978-981-10-6804-1},
timestamp = {Tue, 03 Apr 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smp/2017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/gis/GaoL17,
author = {Huiji Gao and
Huan Liu},
editor = {Shashi Shekhar and
Hui Xiong and
Xun Zhou},
title = {Time-Aware Personalized Location Recommendation},
booktitle = {Encyclopedia of {GIS}},
pages = {2242--2252},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-17885-1\_1581},
doi = {10.1007/978-3-319-17885-1\_1581},
timestamp = {Fri, 03 Apr 2020 17:07:19 +0200},
biburl = {https://dblp.org/rec/reference/gis/GaoL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/WangTL17,
author = {Suhang Wang and
Jiliang Tang and
Huan Liu},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Feature Selection},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {503--511},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_101},
doi = {10.1007/978-1-4899-7687-1\_101},
timestamp = {Wed, 07 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/reference/ml/WangTL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LuSL17,
author = {Hongjun Lu and
Rudy Setiono and
Huan Liu},
title = {NeuroRule: {A} Connectionist Approach to Data Mining},
journal = {CoRR},
volume = {abs/1701.01358},
year = {2017},
url = {http://arxiv.org/abs/1701.01358},
eprinttype = {arXiv},
eprint = {1701.01358},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LuSL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiTWWCL17,
author = {Jundong Li and
Jiliang Tang and
Yilin Wang and
Yali Wan and
Yi Chang and
Huan Liu},
title = {Understanding and Predicting Delay in Reciprocal Relations},
journal = {CoRR},
volume = {abs/1703.01393},
year = {2017},
url = {http://arxiv.org/abs/1703.01393},
eprinttype = {arXiv},
eprint = {1703.01393},
timestamp = {Tue, 15 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiTWWCL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiDHTCL17,
author = {Jundong Li and
Harsh Dani and
Xia Hu and
Jiliang Tang and
Yi Chang and
Huan Liu},
title = {Attributed Network Embedding for Learning in a Dynamic Environment},
journal = {CoRR},
volume = {abs/1706.01860},
year = {2017},
url = {http://arxiv.org/abs/1706.01860},
eprinttype = {arXiv},
eprint = {1706.01860},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiDHTCL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JonesL17,
author = {Isaac Jones and
Huan Liu},
title = {Heroes and Zeroes: Predicting the Impact of New Video Games on Twitch.tv},
journal = {CoRR},
volume = {abs/1707.05831},
year = {2017},
url = {http://arxiv.org/abs/1707.05831},
eprinttype = {arXiv},
eprint = {1707.05831},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/JonesL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-01967,
author = {Kai Shu and
Amy Sliva and
Suhang Wang and
Jiliang Tang and
Huan Liu},
title = {Fake News Detection on Social Media: {A} Data Mining Perspective},
journal = {CoRR},
volume = {abs/1708.01967},
year = {2017},
url = {http://arxiv.org/abs/1708.01967},
eprinttype = {arXiv},
eprint = {1708.01967},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-01967.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-02426,
author = {Tahora H. Nazer and
Guoliang Xue and
Yusheng Ji and
Huan Liu},
title = {Intelligent Disaster Response via Social Media Analysis - {A} Survey},
journal = {CoRR},
volume = {abs/1709.02426},
year = {2017},
url = {http://arxiv.org/abs/1709.02426},
eprinttype = {arXiv},
eprint = {1709.02426},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-02426.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-04969,
author = {Fred Morstatter and
Kai Shu and
Suhang Wang and
Huan Liu},
title = {Cross-Platform Emoji Interpretation: Analysis, a Solution, and Applications},
journal = {CoRR},
volume = {abs/1709.04969},
year = {2017},
url = {http://arxiv.org/abs/1709.04969},
eprinttype = {arXiv},
eprint = {1709.04969},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-04969.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-07709,
author = {Kai Shu and
Suhang Wang and
Huan Liu},
title = {Exploiting Tri-Relationship for Fake News Detection},
journal = {CoRR},
volume = {abs/1712.07709},
year = {2017},
url = {http://arxiv.org/abs/1712.07709},
eprinttype = {arXiv},
eprint = {1712.07709},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-07709.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/TangCAL16,
author = {Jiliang Tang and
Yi Chang and
Charu C. Aggarwal and
Huan Liu},
title = {A Survey of Signed Network Mining in Social Media},
journal = {{ACM} Comput. Surv.},
volume = {49},
number = {3},
pages = {42:1--42:37},
year = {2016},
url = {https://doi.org/10.1145/2956185},
doi = {10.1145/2956185},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csur/TangCAL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejbsb/HuRSLALM16,
author = {Xia Hu and
Peter D. Reaven and
Aramesh Saremi and
Ninghao Liu and
Mohammad Ali Abbasi and
Huan Liu and
Raymond Q. Migrino},
title = {Machine learning to predict rapid progression of carotid atherosclerosis
in patients with impaired glucose tolerance},
journal = {{EURASIP} J. Bioinform. Syst. Biol.},
volume = {2016},
pages = {14},
year = {2016},
url = {https://doi.org/10.1186/s13637-016-0049-6},
doi = {10.1186/S13637-016-0049-6},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ejbsb/HuRSLALM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/CuiLAW16,
author = {Peng Cui and
Huan Liu and
Charu C. Aggarwal and
Fei Wang},
title = {Online Behavioral Analysis and Modeling [Guest Editorial]},
journal = {{IEEE} Intell. Syst.},
volume = {31},
number = {1},
pages = {2--4},
year = {2016},
url = {https://doi.org/10.1109/MIS.2016.15},
doi = {10.1109/MIS.2016.15},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/expert/CuiLAW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/CuiLA016,
author = {Peng Cui and
Huan Liu and
Charu C. Aggarwal and
Fei Wang},
title = {Uncovering and Predicting Human Behaviors},
journal = {{IEEE} Intell. Syst.},
volume = {31},
number = {2},
pages = {77--88},
year = {2016},
url = {https://doi.org/10.1109/MIS.2016.37},
doi = {10.1109/MIS.2016.37},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/expert/CuiLA016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsa/LiuMTZ16,
author = {Huan Liu and
Fred Morstatter and
Jiliang Tang and
Reza Zafarani},
title = {The good, the bad, and the ugly: uncovering novel research opportunities
in social media mining},
journal = {Int. J. Data Sci. Anal.},
volume = {1},
number = {3-4},
pages = {137--143},
year = {2016},
url = {https://doi.org/10.1007/s41060-016-0023-0},
doi = {10.1007/S41060-016-0023-0},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdsa/LiuMTZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/ZafaraniL16,
author = {Reza Zafarani and
Huan Liu},
title = {Users joining multiple sites: Friendship and popularity variations
across sites},
journal = {Inf. Fusion},
volume = {28},
pages = {83--89},
year = {2016},
url = {https://doi.org/10.1016/j.inffus.2015.07.002},
doi = {10.1016/J.INFFUS.2015.07.002},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/ZafaraniL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdiq/MorstatterL16,
author = {Fred Morstatter and
Huan Liu},
title = {Replacing Mechanical Turkers? Challenges in the Evaluation of Models
with Semantic Properties},
journal = {{ACM} J. Data Inf. Qual.},
volume = {7},
number = {4},
pages = {15:1--15:4},
year = {2016},
url = {https://doi.org/10.1145/2935752},
doi = {10.1145/2935752},
timestamp = {Fri, 18 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jdiq/MorstatterL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/ShuWTZL16,
author = {Kai Shu and
Suhang Wang and
Jiliang Tang and
Reza Zafarani and
Huan Liu},
title = {User Identity Linkage across Online Social Networks: {A} Review},
journal = {{SIGKDD} Explor.},
volume = {18},
number = {2},
pages = {5--17},
year = {2016},
url = {https://doi.org/10.1145/3068777.3068781},
doi = {10.1145/3068777.3068781},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/ShuWTZL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/snam/WeiJLC16,
author = {Wei Wei and
Kenneth Joseph and
Huan Liu and
Kathleen M. Carley},
title = {Exploring characteristics of suspended users and network stability
on Twitter},
journal = {Soc. Netw. Anal. Min.},
volume = {6},
number = {1},
pages = {51:1--51:18},
year = {2016},
url = {https://doi.org/10.1007/s13278-016-0358-5},
doi = {10.1007/S13278-016-0358-5},
timestamp = {Tue, 08 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/snam/WeiJLC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/RanganathMHTWL16,
author = {Suhas Ranganath and
Fred Morstatter and
Xia Hu and
Jiliang Tang and
Suhang Wang and
Huan Liu},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Predicting Online Protest Participation of Social Media Users},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {208--214},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.9988},
doi = {10.1609/AAAI.V30I1.9988},
timestamp = {Mon, 04 Sep 2023 15:08:28 +0200},
biburl = {https://dblp.org/rec/conf/aaai/RanganathMHTWL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/TangWHYBCL16,
author = {Jiliang Tang and
Suhang Wang and
Xia Hu and
Dawei Yin and
Yingzhou Bi and
Yi Chang and
Huan Liu},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Recommendation with Social Dimensions},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {251--257},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.9976},
doi = {10.1609/AAAI.V30I1.9976},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/TangWHYBCL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/MorstatterL16,
author = {Fred Morstatter and
Huan Liu},
title = {A Novel Measure for Coherence in Statistical Topic Models},
booktitle = {Proceedings of the 54th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2016, August 7-12, 2016, Berlin, Germany, Volume
2: Short Papers},
publisher = {The Association for Computer Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/p16-2088},
doi = {10.18653/V1/P16-2088},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/MorstatterL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/MorstatterWNCL16,
author = {Fred Morstatter and
Liang Wu and
Tahora H. Nazer and
Kathleen M. Carley and
Huan Liu},
editor = {Ravi Kumar and
James Caverlee and
Hanghang Tong},
title = {A new approach to bot detection: Striking the balance between precision
and recall},
booktitle = {2016 {IEEE/ACM} International Conference on Advances in Social Networks
Analysis and Mining, {ASONAM} 2016, San Francisco, CA, USA, August
18-21, 2016},
pages = {533--540},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ASONAM.2016.7752287},
doi = {10.1109/ASONAM.2016.7752287},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/MorstatterWNCL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/NazerMDL16,
author = {Tahora H. Nazer and
Fred Morstatter and
Harsh Dani and
Huan Liu},
editor = {Ravi Kumar and
James Caverlee and
Hanghang Tong},
title = {Finding requests in social media for disaster relief},
booktitle = {2016 {IEEE/ACM} International Conference on Advances in Social Networks
Analysis and Mining, {ASONAM} 2016, San Francisco, CA, USA, August
18-21, 2016},
pages = {1410--1413},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ASONAM.2016.7752432},
doi = {10.1109/ASONAM.2016.7752432},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/NazerMDL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WangTAL16,
author = {Suhang Wang and
Jiliang Tang and
Charu C. Aggarwal and
Huan Liu},
editor = {Snehasis Mukhopadhyay and
ChengXiang Zhai and
Elisa Bertino and
Fabio Crestani and
Javed Mostafa and
Jie Tang and
Luo Si and
Xiaofang Zhou and
Yi Chang and
Yunyao Li and
Parikshit Sondhi},
title = {Linked Document Embedding for Classification},
booktitle = {Proceedings of the 25th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2016, Indianapolis, IN, USA, October
24-28, 2016},
pages = {115--124},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2983323.2983755},
doi = {10.1145/2983323.2983755},
timestamp = {Thu, 13 Aug 2020 18:13:41 +0200},
biburl = {https://dblp.org/rec/conf/cikm/WangTAL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WangTML16,
author = {Suhang Wang and
Jiliang Tang and
Fred Morstatter and
Huan Liu},
editor = {Snehasis Mukhopadhyay and
ChengXiang Zhai and
Elisa Bertino and
Fabio Crestani and
Javed Mostafa and
Jie Tang and
Luo Si and
Xiaofang Zhou and
Yi Chang and
Yunyao Li and
Parikshit Sondhi},
title = {Paired Restricted Boltzmann Machine for Linked Data},
booktitle = {Proceedings of the 25th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2016, Indianapolis, IN, USA, October
24-28, 2016},
pages = {1753--1762},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2983323.2983756},
doi = {10.1145/2983323.2983756},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/WangTML16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/SampsonMWL16,
author = {Justin Sampson and
Fred Morstatter and
Liang Wu and
Huan Liu},
editor = {Snehasis Mukhopadhyay and
ChengXiang Zhai and
Elisa Bertino and
Fabio Crestani and
Javed Mostafa and
Jie Tang and
Luo Si and
Xiaofang Zhou and
Yi Chang and
Yunyao Li and
Parikshit Sondhi},
title = {Leveraging the Implicit Structure within Social Media for Emergent
Rumor Detection},
booktitle = {Proceedings of the 25th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2016, Indianapolis, IN, USA, October
24-28, 2016},
pages = {2377--2382},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2983323.2983697},
doi = {10.1145/2983323.2983697},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/SampsonMWL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ChengLL16,
author = {Kewei Cheng and
Jundong Li and
Huan Liu},
editor = {Snehasis Mukhopadhyay and
ChengXiang Zhai and
Elisa Bertino and
Fabio Crestani and
Javed Mostafa and
Jie Tang and
Luo Si and
Xiaofang Zhou and
Yi Chang and
Yunyao Li and
Parikshit Sondhi},
title = {FeatureMiner: {A} Tool for Interactive Feature Selection},
booktitle = {Proceedings of the 25th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2016, Indianapolis, IN, USA, October
24-28, 2016},
pages = {2445--2448},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2983323.2983329},
doi = {10.1145/2983323.2983329},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/ChengLL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/WangWTLL16,
author = {Yilin Wang and
Suhang Wang and
Jiliang Tang and
Huan Liu and
Baoxin Li},
title = {{PPP:} Joint Pointwise and Pairwise Image Label Prediction},
booktitle = {2016 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2016, Las Vegas, NV, USA, June 27-30, 2016},
pages = {6005--6013},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/CVPR.2016.646},
doi = {10.1109/CVPR.2016.646},
timestamp = {Tue, 15 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/WangWTLL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PangCCL16,
author = {Guansong Pang and
Longbing Cao and
Ling Chen and
Huan Liu},
editor = {Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {Unsupervised Feature Selection for Outlier Detection by Modelling
Hierarchical Value-Feature Couplings},
booktitle = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016,
December 12-15, 2016, Barcelona, Spain},
pages = {410--419},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDM.2016.0052},
doi = {10.1109/ICDM.2016.0052},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/PangCCL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiHJL16,
author = {Jundong Li and
Xia Hu and
Ling Jian and
Huan Liu},
editor = {Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {Toward Time-Evolving Feature Selection on Dynamic Networks},
booktitle = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016,
December 12-15, 2016, Barcelona, Spain},
pages = {1003--1008},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDM.2016.0127},
doi = {10.1109/ICDM.2016.0127},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiHJL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/ZhangHZL16,
author = {Jinxue Zhang and
Xia Hu and
Yanchao Zhang and
Huan Liu},
title = {Your Age Is No Secret: Inferring Microbloggers' Ages via Content and
Interaction Analysis},
booktitle = {Proceedings of the Tenth International Conference on Web and Social
Media, Cologne, Germany, May 17-20, 2016},
pages = {476--485},
publisher = {{AAAI} Press},
year = {2016},
url = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM16/paper/view/13076},
timestamp = {Fri, 05 Feb 2021 11:07:46 +0100},
biburl = {https://dblp.org/rec/conf/icwsm/ZhangHZL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/BeigiTL16,
author = {Ghazaleh Beigi and
Jiliang Tang and
Huan Liu},
title = {Signed Link Analysis in Social Media Networks},
booktitle = {Proceedings of the Tenth International Conference on Web and Social
Media, Cologne, Germany, May 17-20, 2016},
pages = {539--542},
publisher = {{AAAI} Press},
year = {2016},
url = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM16/paper/view/13097},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icwsm/BeigiTL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/GundechaTHL16,
author = {Pritam Gundecha and
Jiliang Tang and
Xia Hu and
Huan Liu},
title = {Exploring Personal Attributes from Unprotected Interactions},
booktitle = {Proceedings of the Tenth International Conference on Web and Social
Media, Cologne, Germany, May 17-20, 2016},
pages = {575--578},
publisher = {{AAAI} Press},
year = {2016},
url = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM16/paper/view/13136},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icwsm/GundechaTHL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/JonesWHL16,
author = {Isaac Jones and
Ran Wang and
Jiawei Han and
Huan Liu},
title = {Community Cores: Removing Size Bias from Community Detection},
booktitle = {Proceedings of the Tenth International Conference on Web and Social
Media, Cologne, Germany, May 17-20, 2016},
pages = {603--606},
publisher = {{AAAI} Press},
year = {2016},
url = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM16/paper/view/13061},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icwsm/JonesWHL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/RanganathHTWL16,
author = {Suhas Ranganath and
Xia Hu and
Jiliang Tang and
Suhang Wang and
Huan Liu},
title = {Identifying Rhetorical Questions in Social Media},
booktitle = {Proceedings of the Tenth International Conference on Web and Social
Media, Cologne, Germany, May 17-20, 2016},
pages = {667--670},
publisher = {{AAAI} Press},
year = {2016},
url = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM16/paper/view/13033},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icwsm/RanganathHTWL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/JianLSL16,
author = {Ling Jian and
Jundong Li and
Kai Shu and
Huan Liu},
editor = {Subbarao Kambhampati},
title = {Multi-Label Informed Feature Selection},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {1627--1633},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/233},
timestamp = {Tue, 20 Aug 2019 16:19:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/JianLSL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TangAL16,
author = {Jiliang Tang and
Charu C. Aggarwal and
Huan Liu},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Node Classification in Signed Social Networks},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {54--62},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.7},
doi = {10.1137/1.9781611974348.7},
timestamp = {Wed, 07 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/TangAL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BeigiTWL16,
author = {Ghazaleh Beigi and
Jiliang Tang and
Suhang Wang and
Huan Liu},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Exploiting Emotional Information for Trust/Distrust Prediction},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {81--89},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.10},
doi = {10.1137/1.9781611974348.10},
timestamp = {Wed, 07 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/BeigiTWL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiHWL16,
author = {Jundong Li and
Xia Hu and
Liang Wu and
Huan Liu},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Robust Unsupervised Feature Selection on Networked Data},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {387--395},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.44},
doi = {10.1137/1.9781611974348.44},
timestamp = {Sun, 11 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/LiHWL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/RanganathHTL16,
author = {Suhas Ranganath and
Xia Hu and
Jiliang Tang and
Huan Liu},
editor = {Paul N. Bennett and
Vanja Josifovski and
Jennifer Neville and
Filip Radlinski},
title = {Understanding and Identifying Advocates for Political Campaigns on
Social Media},
booktitle = {Proceedings of the Ninth {ACM} International Conference on Web Search
and Data Mining, San Francisco, CA, USA, February 22-25, 2016},
pages = {43--52},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2835776.2835807},
doi = {10.1145/2835776.2835807},
timestamp = {Sun, 02 Jun 2019 21:11:33 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/RanganathHTL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/WuHL16,
author = {Liang Wu and
Xia Hu and
Huan Liu},
editor = {Paul N. Bennett and
Vanja Josifovski and
Jennifer Neville and
Filip Radlinski},
title = {Relational Learning with Social Status Analysis},
booktitle = {Proceedings of the Ninth {ACM} International Conference on Web Search
and Data Mining, San Francisco, CA, USA, February 22-25, 2016},
pages = {513--522},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2835776.2835782},
doi = {10.1145/2835776.2835782},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/WuHL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/TangAL16,
author = {Jiliang Tang and
Charu C. Aggarwal and
Huan Liu},
editor = {Jacqueline Bourdeau and
Jim Hendler and
Roger Nkambou and
Ian Horrocks and
Ben Y. Zhao},
title = {Recommendations in Signed Social Networks},
booktitle = {Proceedings of the 25th International Conference on World Wide Web,
{WWW} 2016, Montreal, Canada, April 11 - 15, 2016},
pages = {31--40},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2872427.2882971},
doi = {10.1145/2872427.2882971},
timestamp = {Tue, 12 Apr 2022 14:46:29 +0200},
biburl = {https://dblp.org/rec/conf/www/TangAL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/MorstatterDSL16,
author = {Fred Morstatter and
Harsh Dani and
Justin Sampson and
Huan Liu},
editor = {Jacqueline Bourdeau and
Jim Hendler and
Roger Nkambou and
Ian Horrocks and
Ben Y. Zhao},
title = {Can One Tamper with the Sample API?: Toward Neutralizing Bias from
Spam and Bot Content},
booktitle = {Proceedings of the 25th International Conference on World Wide Web,
{WWW} 2016, Montreal, Canada, April 11-15, 2016, Companion Volume},
pages = {81--82},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2872518.2889372},
doi = {10.1145/2872518.2889372},
timestamp = {Tue, 12 Apr 2022 14:46:29 +0200},
biburl = {https://dblp.org/rec/conf/www/MorstatterDSL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/BeigiHML16,
author = {Ghazaleh Beigi and
Xia Hu and
Ross Maciejewski and
Huan Liu},
editor = {Witold Pedrycz and
Shyi{-}Ming Chen},
title = {An Overview of Sentiment Analysis in Social Media and Its Applications
in Disaster Relief},
booktitle = {Sentiment Analysis and Ontology Engineering - An Environment of Computational
Intelligence},
series = {Studies in Computational Intelligence},
volume = {639},
pages = {313--340},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-30319-2\_13},
doi = {10.1007/978-3-319-30319-2\_13},
timestamp = {Wed, 07 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/sci/BeigiHML16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiCWMTTL16,
author = {Jundong Li and
Kewei Cheng and
Suhang Wang and
Fred Morstatter and
Robert P. Trevino and
Jiliang Tang and
Huan Liu},
title = {Feature Selection: {A} Data Perspective},
journal = {CoRR},
volume = {abs/1601.07996},
year = {2016},
url = {http://arxiv.org/abs/1601.07996},
eprinttype = {arXiv},
eprint = {1601.07996},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiCWMTTL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BeigiTL16,
author = {Ghazaleh Beigi and
Jiliang Tang and
Huan Liu},
title = {Signed Link Analysis in Social Media Networks},
journal = {CoRR},
volume = {abs/1603.06878},
year = {2016},
url = {http://arxiv.org/abs/1603.06878},
eprinttype = {arXiv},
eprint = {1603.06878},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BeigiTL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WuML16,
author = {Liang Wu and
Fred Morstatter and
Huan Liu},
title = {SlangSD: Building and Using a Sentiment Dictionary of Slang Words
for Short-Text Sentiment Classification},
journal = {CoRR},
volume = {abs/1608.05129},
year = {2016},
url = {http://arxiv.org/abs/1608.05129},
eprinttype = {arXiv},
eprint = {1608.05129},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WuML16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiL16d,
author = {Jundong Li and
Huan Liu},
title = {Challenges of Feature Selection for Big Data Analytics},
journal = {CoRR},
volume = {abs/1611.01875},
year = {2016},
url = {http://arxiv.org/abs/1611.01875},
eprinttype = {arXiv},
eprint = {1611.01875},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiL16d.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/synthesis/2015GaoL,
author = {Huiji Gao and
Huan Liu},
title = {Mining Human Mobility in Location-Based Social Networks},
series = {Synthesis Lectures on Data Mining and Knowledge Discovery},
publisher = {Morgan {\&} Claypool Publishers},
year = {2015},
url = {https://doi.org/10.2200/S00630ED1V01Y201502DMK011},
doi = {10.2200/S00630ED1V01Y201502DMK011},
isbn = {978-3-031-00780-4},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/synthesis/2015GaoL.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/synthesis/2015Tang2,
author = {Jiliang Tang and
Huan Liu},
title = {Trust in Social Media},
series = {Synthesis Lectures on Information Security, Privacy, {\&} Trust},
publisher = {Morgan {\&} Claypool Publishers},
year = {2015},
url = {https://doi.org/10.2200/S00657ED1V01Y201507SPT013},
doi = {10.2200/S00657ED1V01Y201507SPT013},
isbn = {978-3-031-01217-4},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/synthesis/2015Tang2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/AgarwalABFFKKKL15,
author = {Nitin Agarwal and
Sean Andrist and
Dan Bohus and
Fei Fang and
Laurie Fenstermacher and
Lalana Kagal and
Takashi Kido and
Christopher Kiekintveld and
William F. Lawless and
Huan Liu and
Andrew McCallum and
Hemant Purohit and
Oshani Seneviratne and
Keiki Takadama and
Gavin Taylor},
title = {Reports on the 2015 {AAAI} Spring Symposium Series},
journal = {{AI} Mag.},
volume = {36},
number = {3},
pages = {113--119},
year = {2015},
url = {https://doi.org/10.1609/aimag.v36i3.2608},
doi = {10.1609/AIMAG.V36I3.2608},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aim/AgarwalABFFKKKL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/ZafaraniL15,
author = {Reza Zafarani and
Huan Liu},
title = {Evaluation without ground truth in social media research},
journal = {Commun. {ACM}},
volume = {58},
number = {6},
pages = {54--60},
year = {2015},
url = {https://doi.org/10.1145/2666680},
doi = {10.1145/2666680},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cacm/ZafaraniL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/GaoTL15,
author = {Huiji Gao and
Jiliang Tang and
Huan Liu},
title = {Addressing the cold-start problem in location recommendation using
geo-social correlations},
journal = {Data Min. Knowl. Discov.},
volume = {29},
number = {2},
pages = {299--323},
year = {2015},
url = {https://doi.org/10.1007/s10618-014-0343-4},
doi = {10.1007/S10618-014-0343-4},
timestamp = {Wed, 07 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/GaoTL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/debu/MorstatterGL15,
author = {Fred Morstatter and
Huiji Gao and
Huan Liu},
title = {Discovering Location Information in Social Media},
journal = {{IEEE} Data Eng. Bull.},
volume = {38},
number = {2},
pages = {4--13},
year = {2015},
url = {http://sites.computer.org/debull/A15june/p4.pdf},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/debu/MorstatterGL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/HuTL15,
author = {Xia Hu and
Lei Tang and
Huan Liu},
title = {Embracing Information Explosion without Choking: Clustering and Labeling
in Microblogging},
journal = {{IEEE} Trans. Big Data},
volume = {1},
number = {1},
pages = {35--46},
year = {2015},
url = {https://doi.org/10.1109/TBDATA.2015.2451635},
doi = {10.1109/TBDATA.2015.2451635},
timestamp = {Wed, 14 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbd/HuTL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZafaraniTL15,
author = {Reza Zafarani and
Lei Tang and
Huan Liu},
title = {User Identification Across Social Media},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {10},
number = {2},
pages = {16:1--16:30},
year = {2015},
url = {https://doi.org/10.1145/2747880},
doi = {10.1145/2747880},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/ZafaraniTL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/TangGSBL15,
author = {Jiliang Tang and
Huiji Gao and
Atish Das Sarma and
Yingzhou Bi and
Huan Liu},
title = {Trust Evolution: Modeling and Its Applications},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {27},
number = {6},
pages = {1724--1738},
year = {2015},
url = {https://doi.org/10.1109/TKDE.2014.2382576},
doi = {10.1109/TKDE.2014.2382576},
timestamp = {Wed, 07 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/TangGSBL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsc/QuWOLLB15,
author = {Lie Qu and
Yan Wang and
Mehmet A. Orgun and
Ling Liu and
Huan Liu and
Athman Bouguettaya},
title = {CCCloud: Context-Aware and Credible Cloud Service Selection Based
on Subjective Assessment and Objective Assessment},
journal = {{IEEE} Trans. Serv. Comput.},
volume = {8},
number = {3},
pages = {369--383},
year = {2015},
url = {https://doi.org/10.1109/TSC.2015.2413111},
doi = {10.1109/TSC.2015.2413111},
timestamp = {Thu, 23 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsc/QuWOLLB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/RanganathTHSL15,
author = {Suhas Ranganath and
Jiliang Tang and
Xia Hu and
Hari Sundaram and
Huan Liu},
editor = {Blai Bonet and
Sven Koenig},
title = {Leveraging Social Foci for Information Seeking in Social Media},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {261--267},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9170},
doi = {10.1609/AAAI.V29I1.9170},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/RanganathTHSL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangTL15,
author = {Suhang Wang and
Jiliang Tang and
Huan Liu},
editor = {Blai Bonet and
Sven Koenig},
title = {Embedded Unsupervised Feature Selection},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {470--476},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9211},
doi = {10.1609/AAAI.V29I1.9211},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WangTL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GaoTHL15,
author = {Huiji Gao and
Jiliang Tang and
Xia Hu and
Huan Liu},
editor = {Blai Bonet and
Sven Koenig},
title = {Content-Aware Point of Interest Recommendation on Location-Based Social
Networks},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {1721--1727},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9462},
doi = {10.1609/AAAI.V29I1.9462},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GaoTHL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/WeiJLC15,
author = {Wei Wei and
Kenneth Joseph and
Huan Liu and
Kathleen M. Carley},
editor = {Jian Pei and
Fabrizio Silvestri and
Jie Tang},
title = {The Fragility of Twitter Social Networks Against Suspended Users},
booktitle = {Proceedings of the 2015 {IEEE/ACM} International Conference on Advances
in Social Networks Analysis and Mining, {ASONAM} 2015, Paris, France,
August 25 - 28, 2015},
pages = {9--16},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2808797.2809316},
doi = {10.1145/2808797.2809316},
timestamp = {Thu, 11 Mar 2021 17:04:51 +0100},
biburl = {https://dblp.org/rec/conf/asunam/WeiJLC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/KumarLMS15,
author = {Shamanth Kumar and
Huan Liu and
Sameep Mehta and
L. Venkata Subramaniam},
editor = {Jian Pei and
Fabrizio Silvestri and
Jie Tang},
title = {Exploring a Scalable Solution to Identifying Events in Noisy Twitter
Streams},
booktitle = {Proceedings of the 2015 {IEEE/ACM} International Conference on Advances
in Social Networks Analysis and Mining, {ASONAM} 2015, Paris, France,
August 25 - 28, 2015},
pages = {496--499},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2808797.2809389},
doi = {10.1145/2808797.2809389},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/KumarLMS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/YangJHL15,
author = {Zhen Yang and
Isaac Jones and
Xia Hu and
Huan Liu},
editor = {Jian Pei and
Fabrizio Silvestri and
Jie Tang},
title = {Finding the Right Social Media Site for Questions},
booktitle = {Proceedings of the 2015 {IEEE/ACM} International Conference on Advances
in Social Networks Analysis and Mining, {ASONAM} 2015, Paris, France,
August 25 - 28, 2015},
pages = {639--644},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2808797.2809391},
doi = {10.1145/2808797.2809391},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asunam/YangJHL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/TrevinoKLL15,
author = {Robert P. Trevino and
Steve A. Kawamoto and
Thomas J. Lamkin and
Huan Liu},
title = {Cell analytics in compound hit selection of bacterial inhibitors},
booktitle = {2015 {IEEE} International Conference on Big Data {(IEEE} BigData 2015),
Santa Clara, CA, USA, October 29 - November 1, 2015},
pages = {1037--1042},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/BigData.2015.7363857},
doi = {10.1109/BIGDATA.2015.7363857},
timestamp = {Fri, 19 Nov 2021 16:08:20 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/TrevinoKLL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZafaraniL15,
author = {Reza Zafarani and
Huan Liu},
editor = {James Bailey and
Alistair Moffat and
Charu C. Aggarwal and
Maarten de Rijke and
Ravi Kumar and
Vanessa Murdock and
Timos K. Sellis and
Jeffrey Xu Yu},
title = {10 Bits of Surprise: Detecting Malicious Users with Minimum Information},
booktitle = {Proceedings of the 24th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2015, Melbourne, VIC, Australia,
October 19 - 23, 2015},
pages = {423--431},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2806416.2806535},
doi = {10.1145/2806416.2806535},
timestamp = {Mon, 26 Apr 2021 09:27:03 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ZafaraniL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LiHTL15,
author = {Jundong Li and
Xia Hu and
Jiliang Tang and
Huan Liu},
editor = {James Bailey and
Alistair Moffat and
Charu C. Aggarwal and
Maarten de Rijke and
Ravi Kumar and
Vanessa Murdock and
Timos K. Sellis and
Jeffrey Xu Yu},
title = {Unsupervised Streaming Feature Selection in Social Media},
booktitle = {Proceedings of the 24th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2015, Melbourne, VIC, Australia,
October 19 - 23, 2015},
pages = {1041--1050},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2806416.2806501},
doi = {10.1145/2806416.2806501},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/LiHTL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WangTL15,
author = {Suhang Wang and
Jiliang Tang and
Huan Liu},
editor = {James Bailey and
Alistair Moffat and
Charu C. Aggarwal and
Maarten de Rijke and
Ravi Kumar and
Vanessa Murdock and
Timos K. Sellis and
Jeffrey Xu Yu},
title = {Toward Dual Roles of Users in Recommender Systems},
booktitle = {Proceedings of the 24th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2015, Melbourne, VIC, Australia,
October 19 - 23, 2015},
pages = {1651--1660},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2806416.2806520},
doi = {10.1145/2806416.2806520},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/WangTL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ht/MorstatterPML15,
author = {Fred Morstatter and
J{\"{u}}rgen Pfeffer and
Katja Mayer and
Huan Liu},
editor = {Yeliz Yesilada and
Rosta Farzan and
Geert{-}Jan Houben},
title = {Text, Topics, and Turkers: {A} Consensus Measure for Statistical Topics},
booktitle = {Proceedings of the 26th {ACM} Conference on Hypertext {\&} Social
Media, {HT} 2015, Guzelyurt, TRNC, Cyprus, September 1-4, 2015},
pages = {123--131},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2700171.2791028},
doi = {10.1145/2700171.2791028},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ht/MorstatterPML15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ht/SampsonMML15,
author = {Justin Sampson and
Fred Morstatter and
Ross Maciejewski and
Huan Liu},
editor = {Yeliz Yesilada and
Rosta Farzan and
Geert{-}Jan Houben},
title = {Surpassing the Limit: Keyword Clustering to Improve Twitter Sample
Coverage},
booktitle = {Proceedings of the 26th {ACM} Conference on Hypertext {\&} Social
Media, {HT} 2015, Guzelyurt, TRNC, Cyprus, September 1-4, 2015},
pages = {237--245},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2700171.2791030},
doi = {10.1145/2700171.2791030},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ht/SampsonMML15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/RanganathWHTL15,
author = {Suhas Ranganath and
Suhang Wang and
Xia Hu and
Jiliang Tang and
Huan Liu},
editor = {Charu C. Aggarwal and
Zhi{-}Hua Zhou and
Alexander Tuzhilin and
Hui Xiong and
Xindong Wu},
title = {Finding Time-Critical Responses for Information Seeking in Social
Media},
booktitle = {2015 {IEEE} International Conference on Data Mining, {ICDM} 2015,
Atlantic City, NJ, USA, November 14-17, 2015},
pages = {961--966},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDM.2015.110},
doi = {10.1109/ICDM.2015.110},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/RanganathWHTL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DaniMHYL15,
author = {Harsh Dani and
Fred Morstatter and
Xia Hu and
Zhen Yang and
Huan Liu},
title = {Social Answer: {A} System for Finding Appropriate Sites for Questions
in Social Media},
booktitle = {{IEEE} International Conference on Data Mining Workshop, {ICDMW} 2015,
Atlantic City, NJ, USA, November 14-17, 2015},
pages = {1632--1635},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDMW.2015.253},
doi = {10.1109/ICDMW.2015.253},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/DaniMHYL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SampsonMZL15,
author = {Justin Sampson and
Fred Morstatter and
Reza Zafarani and
Huan Liu},
title = {Real-Time Crisis Mapping Using Language Distribution},
booktitle = {{IEEE} International Conference on Data Mining Workshop, {ICDMW} 2015,
Atlantic City, NJ, USA, November 14-17, 2015},
pages = {1648--1651},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDMW.2015.147},
doi = {10.1109/ICDMW.2015.147},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SampsonMZL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ichi/LiuCTL15,
author = {Yunzhong Liu and
Yi Chen and
Jiliang Tang and
Huan Liu},
editor = {Prabhakaran Balakrishnan and
Jaideep Srivatsava and
Wai{-}Tat Fu and
Sanda M. Harabagiu and
Fei Wang},
title = {Context-Aware Experience Extraction from Online Health Forums},
booktitle = {2015 International Conference on Healthcare Informatics, {ICHI} 2015,
Dallas, TX, USA, October 21-23, 2015},
pages = {42--47},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICHI.2015.11},
doi = {10.1109/ICHI.2015.11},
timestamp = {Mon, 22 Apr 2024 21:24:17 +0200},
biburl = {https://dblp.org/rec/conf/ichi/LiuCTL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/WangTWL15,
author = {Suhang Wang and
Jiliang Tang and
Yilin Wang and
Huan Liu},
editor = {Qiang Yang and
Michael J. Wooldridge},
title = {Exploring Implicit Hierarchical Structures for Recommender Systems},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
25-31, 2015},
pages = {1813--1819},
publisher = {{AAAI} Press},
year = {2015},
url = {http://ijcai.org/Abstract/15/258},
timestamp = {Tue, 15 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/WangTWL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/WangWTLL15,
author = {Yilin Wang and
Suhang Wang and
Jiliang Tang and
Huan Liu and
Baoxin Li},
editor = {Qiang Yang and
Michael J. Wooldridge},
title = {Unsupervised Sentiment Analysis for Social Media Images},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
25-31, 2015},
pages = {2378--2379},
publisher = {{AAAI} Press},
year = {2015},
url = {http://ijcai.org/Abstract/15/336},
timestamp = {Tue, 15 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/WangWTLL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/WangZCLZ15,
author = {Haishuai Wang and
Peng Zhang and
Ling Chen and
Huan Liu and
Chengqi Zhang},
title = {Online diffusion source detection in social networks},
booktitle = {2015 International Joint Conference on Neural Networks, {IJCNN} 2015,
Killarney, Ireland, July 12-17, 2015},
pages = {1--8},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/IJCNN.2015.7280455},
doi = {10.1109/IJCNN.2015.7280455},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/WangZCLZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/AlelyaniL15,
author = {Salem Alelyani and
Huan Liu},
title = {A Local {SVD} Framework for Stable Feature Selection for Clustering},
booktitle = {2015 {IEEE} International Conference on Information Reuse and Integration,
{IRI} 2015, San Francisco, CA, USA, August 13-15, 2015},
pages = {236--243},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/IRI.2015.47},
doi = {10.1109/IRI.2015.47},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iri/AlelyaniL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChengALC15,
author = {Yu Cheng and
Ankit Agrawal and
Huan Liu and
Alok N. Choudhary},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Legislative Prediction with Dual Uncertainty Minimization from Heterogeneous
Information},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {361--369},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.41},
doi = {10.1137/1.9781611974010.41},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChengALC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TangNDCL15,
author = {Jiliang Tang and
Chikashi Nobata and
Anlei Dong and
Yi Chang and
Huan Liu},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Propagation-based Sentiment Analysis for Microblogging Data},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {577--585},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.65},
doi = {10.1137/1.9781611974010.65},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/TangNDCL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/TangCAL15,
author = {Jiliang Tang and
Shiyu Chang and
Charu C. Aggarwal and
Huan Liu},
editor = {Xueqi Cheng and
Hang Li and
Evgeniy Gabrilovich and
Jie Tang},
title = {Negative Link Prediction in Social Media},
booktitle = {Proceedings of the Eighth {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2015, Shanghai, China, February 2-6, 2015},
pages = {87--96},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2684822.2685295},
doi = {10.1145/2684822.2685295},
timestamp = {Tue, 21 May 2019 11:38:33 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/TangCAL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/RajadesinganZL15,
author = {Ashwin Rajadesingan and
Reza Zafarani and
Huan Liu},
editor = {Xueqi Cheng and
Hang Li and
Evgeniy Gabrilovich and
Jie Tang},
title = {Sarcasm Detection on Twitter: {A} Behavioral Modeling Approach},
booktitle = {Proceedings of the Eighth {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2015, Shanghai, China, February 2-6, 2015},
pages = {97--106},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2684822.2685316},
doi = {10.1145/2684822.2685316},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/RajadesinganZL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LuHWKLM15,
author = {Yafeng Lu and
Xia Hu and
Feng Wang and
Shamanth Kumar and
Huan Liu and
Ross Maciejewski},
editor = {Aldo Gangemi and
Stefano Leonardi and
Alessandro Panconesi},
title = {Visualizing Social Media Sentiment in Disaster Scenarios},
booktitle = {Proceedings of the 24th International Conference on World Wide Web
Companion, {WWW} 2015, Florence, Italy, May 18-22, 2015 - Companion
Volume},
pages = {1211--1215},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2740908.2741720},
doi = {10.1145/2740908.2741720},
timestamp = {Tue, 27 Dec 2022 09:06:31 +0100},
biburl = {https://dblp.org/rec/conf/www/LuHWKLM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LeeL15,
author = {Dongwon Lee and
Huan Liu},
editor = {Aldo Gangemi and
Stefano Leonardi and
Alessandro Panconesi},
title = {{LIKE} and Recommendation in Social Media},
booktitle = {Proceedings of the 24th International Conference on World Wide Web
Companion, {WWW} 2015, Florence, Italy, May 18-22, 2015 - Companion
Volume},
pages = {1539--1540},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2740908.2741981},
doi = {10.1145/2740908.2741981},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/LeeL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aaai/2015sbd,
editor = {Cornelia Caragea and
C. Lee Giles and
Narayan L. Bhamidipati and
Doina Caragea and
Sujatha Das Gollapalli and
Saurabh Kataria and
Huan Liu and
Feng Xia},
title = {Scholarly Big Data: {AI} Perspectives, Challenges, and Ideas, Papers
from the 2015 {AAAI} Workshop, Austin, Texas, USA, January, 2015},
series = {{AAAI} Technical Report},
volume = {{WS-15-13}},
publisher = {{AAAI} Press},
year = {2015},
url = {http://www.aaai.org/Library/Workshops/ws15-13.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/2015sbd.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RanganathTHSL15,
author = {Suhas Ranganath and
Jiliang Tang and
Xia Hu and
Hari Sundaram and
Huan Liu},
title = {Leveraging Social Foci for Information Seeking in Social Media},
journal = {CoRR},
volume = {abs/1502.06583},
year = {2015},
url = {http://arxiv.org/abs/1502.06583},
eprinttype = {arXiv},
eprint = {1502.06583},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RanganathTHSL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TangCAL15,
author = {Jiliang Tang and
Yi Chang and
Charu C. Aggarwal and
Huan Liu},
title = {A Survey of Signed Network Mining in Social Media},
journal = {CoRR},
volume = {abs/1511.07569},
year = {2015},
url = {http://arxiv.org/abs/1511.07569},
eprinttype = {arXiv},
eprint = {1511.07569},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TangCAL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RanganathMHTL15,
author = {Suhas Ranganath and
Fred Morstatter and
Xia Hu and
Jiliang Tang and
Huan Liu},
title = {Predicting Online Protest Participation of Social Media Users},
journal = {CoRR},
volume = {abs/1512.02968},
year = {2015},
url = {http://arxiv.org/abs/1512.02968},
eprinttype = {arXiv},
eprint = {1512.02968},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RanganathMHTL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/cu/ZAL2014,
author = {Reza Zafarani and
Mohammad Ali Abbasi and
Huan Liu},
title = {Social Media Mining: An Introduction},
publisher = {Cambridge University Press},
year = {2014},
url = {https://doi.org/10.1017/CBO9781139088510},
doi = {10.1017/CBO9781139088510},
isbn = {9781139088510},
timestamp = {Wed, 07 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/cu/ZAL2014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/KumarML14,
author = {Shamanth Kumar and
Fred Morstatter and
Huan Liu},
title = {Twitter Data Analytics},
series = {Springer Briefs in Computer Science},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-1-4614-9372-3},
doi = {10.1007/978-1-4614-9372-3},
isbn = {978-1-4614-9372-3},
timestamp = {Tue, 18 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/KumarML14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/LiQYLWZ14,
author = {Shijin Li and
Jianbin Qiu and
Xinxin Yang and
Huan Liu and
Dingsheng Wan and
Yuelong Zhu},
title = {A novel approach to hyperspectral band selection based on spectral
shape similarity analysis and fast branch and bound search},
journal = {Eng. Appl. Artif. Intell.},
volume = {27},
pages = {241--250},
year = {2014},
url = {https://doi.org/10.1016/j.engappai.2013.07.010},
doi = {10.1016/J.ENGAPPAI.2013.07.010},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eaai/LiQYLWZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/CaoJWGLOLZLXWPZYZSS14,
author = {Longbing Cao and
Thorsten Joachims and
Can Wang and
{\'{E}}ric Gaussier and
Jinjiu Li and
Yuming Ou and
Dan Luo and
Reza Zafarani and
Huan Liu and
Guandong Xu and
Zhiang Wu and
Gabriella Pasi and
Ya Zhang and
Xiaokang Yang and
Hongyuan Zha and
Edoardo Serra and
V. S. Subrahmanian},
title = {Behavior Informatics: {A} New Perspective},
journal = {{IEEE} Intell. Syst.},
volume = {29},
number = {4},
pages = {62--80},
year = {2014},
url = {https://doi.org/10.1109/MIS.2014.60},
doi = {10.1109/MIS.2014.60},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/expert/CaoJWGLOLZLXWPZYZSS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/WangZSLL14,
author = {Lei Wang and
Luping Zhou and
Chunhua Shen and
Lingqiao Liu and
Huan Liu},
title = {A Hierarchical Word-Merging Algorithm with Class Separability Measure},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {36},
number = {3},
pages = {417--435},
year = {2014},
url = {https://doi.org/10.1109/TPAMI.2013.160},
doi = {10.1109/TPAMI.2013.160},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/WangZSLL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/snam/LiuHM14,
author = {Huan Liu and
Jiawei Han and
Hiroshi Motoda},
title = {Uncovering deception in social media},
journal = {Soc. Netw. Anal. Min.},
volume = {4},
number = {1},
pages = {162},
year = {2014},
url = {https://doi.org/10.1007/s13278-014-0162-z},
doi = {10.1007/S13278-014-0162-Z},
timestamp = {Tue, 08 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/snam/LiuHM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/snam/CarleyPML14,
author = {Kathleen M. Carley and
J{\"{u}}rgen Pfeffer and
Fred Morstatter and
Huan Liu},
title = {Embassies burning: toward a near-real-time assessment of social media
using geo-temporal dynamic network analytics},
journal = {Soc. Netw. Anal. Min.},
volume = {4},
number = {1},
pages = {195},
year = {2014},
url = {https://doi.org/10.1007/s13278-014-0195-3},
doi = {10.1007/S13278-014-0195-3},
timestamp = {Tue, 08 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/snam/CarleyPML14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/TangL14,
author = {Jiliang Tang and
Huan Liu},
title = {Feature Selection for Social Media Data},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {8},
number = {4},
pages = {19:1--19:27},
year = {2014},
url = {https://doi.org/10.1145/2629587},
doi = {10.1145/2629587},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/TangL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GundechaBTL14,
author = {Pritam Gundecha and
Geoffrey Barbier and
Jiliang Tang and
Huan Liu},
title = {User Vulnerability and Its Reduction on a Social Networking Site},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {9},
number = {2},
pages = {12:1--12:25},
year = {2014},
url = {https://doi.org/10.1145/2630421},
doi = {10.1145/2630421},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/GundechaBTL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/TangL14,
author = {Jiliang Tang and
Huan Liu},
title = {An Unsupervised Feature Selection Framework for Social Media Data},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {26},
number = {12},
pages = {2914--2927},
year = {2014},
url = {https://doi.org/10.1109/TKDE.2014.2320728},
doi = {10.1109/TKDE.2014.2320728},
timestamp = {Wed, 07 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/TangL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/LiuWZYL14,
author = {Xinwang Liu and
Lei Wang and
Jian Zhang and
Jianping Yin and
Huan Liu},
title = {Global and Local Structure Preservation for Feature Selection},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {25},
number = {6},
pages = {1083--1095},
year = {2014},
url = {https://doi.org/10.1109/TNNLS.2013.2287275},
doi = {10.1109/TNNLS.2013.2287275},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/LiuWZYL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HuTL14,
author = {Xia Hu and
Jiliang Tang and
Huan Liu},
editor = {Carla E. Brodley and
Peter Stone},
title = {Online Social Spammer Detection},
booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence,
July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada},
pages = {59--65},
publisher = {{AAAI} Press},
year = {2014},
url = {https://doi.org/10.1609/aaai.v28i1.8728},
doi = {10.1609/AAAI.V28I1.8728},
timestamp = {Mon, 04 Sep 2023 15:06:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HuTL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/MorstatterLPPL14,
author = {Fred Morstatter and
Nichola Lubold and
Heather Pon{-}Barry and
J{\"{u}}rgen Pfeffer and
Huan Liu},
editor = {Cristian Danescu{-}Niculescu{-}Mizil and
Jacob Eisenstein and
Kathleen R. McKeown and
Noah A. Smith},
title = {Finding Eyewitness Tweets During Crises},
booktitle = {Proceedings of the Workshop on Language Technologies and Computational
Social Science@ACL 2014, Baltimore, MD, USA, June 26, 2014},
pages = {23--27},
publisher = {Association for Computational Linguistics},
year = {2014},
url = {https://doi.org/10.3115/v1/W14-2509},
doi = {10.3115/V1/W14-2509},
timestamp = {Fri, 06 Aug 2021 00:40:57 +0200},
biburl = {https://dblp.org/rec/conf/acl/MorstatterLPPL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/TangHCL14,
author = {Jiliang Tang and
Xia Hu and
Yi Chang and
Huan Liu},
editor = {Jianzhong Li and
Xiaoyang Sean Wang and
Minos N. Garofalakis and
Ian Soboroff and
Torsten Suel and
Min Wang},
title = {Predictability of Distrust with Interaction Data},
booktitle = {Proceedings of the 23rd {ACM} International Conference on Conference
on Information and Knowledge Management, {CIKM} 2014, Shanghai, China,
November 3-7, 2014},
pages = {181--190},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2661829.2661988},
doi = {10.1145/2661829.2661988},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/TangHCL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globecom/ZhaoGLLX14,
author = {Xinxin Zhao and
Huiji Gao and
Lingjun Li and
Huan Liu and
Guoliang Xue},
title = {An efficient privacy preserving location based service system},
booktitle = {{IEEE} Global Communications Conference, {GLOBECOM} 2014, Austin,
TX, USA, December 8-12, 2014},
pages = {576--581},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/GLOCOM.2014.7036869},
doi = {10.1109/GLOCOM.2014.7036869},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/globecom/ZhaoGLLX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ht/AbbasiTL14,
author = {Mohammad Ali Abbasi and
Jiliang Tang and
Huan Liu},
editor = {Leo Ferres and
Gustavo Rossi and
Virg{\'{\i}}lio A. F. Almeida and
Eelco Herder},
title = {Scalable learning of users' preferences using networked data},
booktitle = {25th {ACM} Conference on Hypertext and Social Media, {HT} '14, Santiago,
Chile, September 1-4, 2014},
pages = {4--12},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2631775.2631796},
doi = {10.1145/2631775.2631796},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ht/AbbasiTL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ht/TangHL14,
author = {Jiliang Tang and
Xia Hu and
Huan Liu},
editor = {Leo Ferres and
Gustavo Rossi and
Virg{\'{\i}}lio A. F. Almeida and
Eelco Herder},
title = {Is distrust the negation of trust?: the value of distrust in social
media},
booktitle = {25th {ACM} Conference on Hypertext and Social Media, {HT} '14, Santiago,
Chile, September 1-4, 2014},
pages = {148--157},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2631775.2631793},
doi = {10.1145/2631775.2631793},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ht/TangHL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ht/AbbasiZTL14,
author = {Mohammad Ali Abbasi and
Reza Zafarani and
Jiliang Tang and
Huan Liu},
editor = {Leo Ferres and
Gustavo Rossi and
Virg{\'{\i}}lio A. F. Almeida and
Eelco Herder},
title = {Am i more similar to my followers or followees?: analyzing homophily
effect in directed social networks},
booktitle = {25th {ACM} Conference on Hypertext and Social Media, {HT} '14, Santiago,
Chile, September 1-4, 2014},
pages = {200--205},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2631775.2631828},
doi = {10.1145/2631775.2631828},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ht/AbbasiZTL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ht/KumarHL14,
author = {Shamanth Kumar and
Xia Hu and
Huan Liu},
editor = {Leo Ferres and
Gustavo Rossi and
Virg{\'{\i}}lio A. F. Almeida and
Eelco Herder},
title = {A behavior analytics approach to identifying tweets from crisis regions},
booktitle = {25th {ACM} Conference on Hypertext and Social Media, {HT} '14, Santiago,
Chile, September 1-4, 2014},
pages = {255--260},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2631775.2631814},
doi = {10.1145/2631775.2631814},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ht/KumarHL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HuTGL14,
author = {Xia Hu and
Jiliang Tang and
Huiji Gao and
Huan Liu},
editor = {Ravi Kumar and
Hannu Toivonen and
Jian Pei and
Joshua Zhexue Huang and
Xindong Wu},
title = {Social Spammer Detection with Sentiment Information},
booktitle = {2014 {IEEE} International Conference on Data Mining, {ICDM} 2014,
Shenzhen, China, December 14-17, 2014},
pages = {180--189},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDM.2014.141},
doi = {10.1109/ICDM.2014.141},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HuTGL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChengACLZ14,
author = {Yu Cheng and
Ankit Agrawal and
Alok N. Choudhary and
Huan Liu and
Tao Zhang},
editor = {Ravi Kumar and
Hannu Toivonen and
Jian Pei and
Joshua Zhexue Huang and
Xindong Wu},
title = {Social Role Identification via Dual Uncertainty Minimization Regularization},
booktitle = {2014 {IEEE} International Conference on Data Mining, {ICDM} 2014,
Shenzhen, China, December 14-17, 2014},
pages = {767--772},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDM.2014.31},
doi = {10.1109/ICDM.2014.31},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ChengACLZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChengCWPL14,
author = {Yu Cheng and
Alok N. Choudhary and
Jun Wang and
Sharath Pankanti and
Huan Liu},
editor = {Zhi{-}Hua Zhou and
Wei Wang and
Ravi Kumar and
Hannu Toivonen and
Jian Pei and
Joshua Zhexue Huang and
Xindong Wu},
title = {Dual Uncertainty Minimization Regularization and Its Applications
on Heterogeneous Data},
booktitle = {2014 {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops 2014, Shenzhen, China, December 14, 2014},
pages = {1163--1170},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDMW.2014.138},
doi = {10.1109/ICDMW.2014.138},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ChengCWPL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/ZafaraniL14,
author = {Reza Zafarani and
Huan Liu},
editor = {Eytan Adar and
Paul Resnick and
Munmun De Choudhury and
Bernie Hogan and
Alice Oh},
title = {Users Joining Multiple Sites: Distributions and Patterns},
booktitle = {Proceedings of the Eighth International Conference on Weblogs and
Social Media, {ICWSM} 2014, Ann Arbor, Michigan, USA, June 1-4, 2014},
publisher = {The {AAAI} Press},
year = {2014},
url = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM14/paper/view/8034},
timestamp = {Tue, 26 Apr 2022 13:37:31 +0200},
biburl = {https://dblp.org/rec/conf/icwsm/ZafaraniL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TangTL14,
author = {Jiliang Tang and
Jie Tang and
Huan Liu},
editor = {Sofus A. Macskassy and
Claudia Perlich and
Jure Leskovec and
Wei Wang and
Rayid Ghani},
title = {Recommendation in social media: recent advances and new frontiers},
booktitle = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27,
2014},
pages = {1977},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2623330.2630813},
doi = {10.1145/2623330.2630813},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/TangTL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/GaoTL14,
author = {Huiji Gao and
Jiliang Tang and
Huan Liu},
editor = {Alfred Kobsa and
Michelle X. Zhou and
Martin Ester and
Yehuda Koren},
title = {Personalized location recommendation on location-based social networks},
booktitle = {Eighth {ACM} Conference on Recommender Systems, RecSys '14, Foster
City, Silicon Valley, CA, {USA} - October 06 - 10, 2014},
pages = {399--400},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2645710.2645776},
doi = {10.1145/2645710.2645776},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/recsys/GaoTL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbp/RajadesinganL14,
author = {Ashwin Rajadesingan and
Huan Liu},
editor = {William G. Kennedy and
Nitin Agarwal and
Shanchieh Jay Yang},
title = {Identifying Users with Opposing Opinions in Twitter Debates},
booktitle = {Social Computing, Behavioral-Cultural Modeling and Prediction - 7th
International Conference, {SBP} 2014, Washington, DC, USA, April 1-4,
2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8393},
pages = {153--160},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-05579-4\_19},
doi = {10.1007/978-3-319-05579-4\_19},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/sbp/RajadesinganL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TangHGL14,
author = {Jiliang Tang and
Xia Hu and
Huiji Gao and
Huan Liu},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Discriminant Analysis for Unsupervised Feature Selection},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {938--946},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.107},
doi = {10.1137/1.9781611973440.107},
timestamp = {Fri, 06 Oct 2023 11:45:43 +0200},
biburl = {https://dblp.org/rec/conf/sdm/TangHGL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZafaraniL14,
author = {Reza Zafarani and
Huan Liu},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Finding Friends on a New Site Using Minimum Information},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {947--955},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.108},
doi = {10.1137/1.9781611973440.108},
timestamp = {Wed, 07 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/ZafaraniL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/HuTL14,
author = {Xia Hu and
Jiliang Tang and
Huan Liu},
editor = {Shlomo Geva and
Andrew Trotman and
Peter Bruza and
Charles L. A. Clarke and
Kalervo J{\"{a}}rvelin},
title = {Leveraging knowledge across media for spammer detection in microblogging},
booktitle = {The 37th International {ACM} {SIGIR} Conference on Research and Development
in Information Retrieval, {SIGIR} '14, Gold Coast , QLD, Australia
- July 06 - 11, 2014},
pages = {547--556},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2600428.2609632},
doi = {10.1145/2600428.2609632},
timestamp = {Tue, 06 Nov 2018 11:07:24 +0100},
biburl = {https://dblp.org/rec/conf/sigir/HuTL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/TangL14,
author = {Jiliang Tang and
Huan Liu},
editor = {Chin{-}Wan Chung and
Andrei Z. Broder and
Kyuseok Shim and
Torsten Suel},
title = {Trust in social computing},
booktitle = {23rd International World Wide Web Conference, {WWW} '14, Seoul, Republic
of Korea, April 7-11, 2014, Companion Volume},
pages = {207--208},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2567948.2577265},
doi = {10.1145/2567948.2577265},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/TangL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/MorstatterPL14,
author = {Fred Morstatter and
J{\"{u}}rgen Pfeffer and
Huan Liu},
editor = {Chin{-}Wan Chung and
Andrei Z. Broder and
Kyuseok Shim and
Torsten Suel},
title = {When is it biased?: assessing the representativeness of twitter's
streaming {API}},
booktitle = {23rd International World Wide Web Conference, {WWW} '14, Seoul, Republic
of Korea, April 7-11, 2014, Companion Volume},
pages = {555--556},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2567948.2576952},
doi = {10.1145/2567948.2576952},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/MorstatterPL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/aggarwal14/TangAL14,
author = {Jiliang Tang and
Salem Alelyani and
Huan Liu},
editor = {Charu C. Aggarwal},
title = {Feature Selection for Classification: {A} Review},
booktitle = {Data Classification: Algorithms and Applications},
pages = {37--64},
publisher = {{CRC} Press},
year = {2014},
url = {http://www.crcnetbase.com/doi/abs/10.1201/b17320-3},
doi = {10.1201/B17320-3},
timestamp = {Wed, 04 May 2022 13:01:02 +0200},
biburl = {https://dblp.org/rec/books/crc/aggarwal14/TangAL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/snam/FengGL14,
author = {Zhuo Feng and
Pritam Gundecha and
Huan Liu},
title = {Social Provenance},
booktitle = {Encyclopedia of Social Network Analysis and Mining},
pages = {1920--1923},
year = {2014},
url = {https://doi.org/10.1007/978-1-4614-6170-8\_388},
doi = {10.1007/978-1-4614-6170-8\_388},
timestamp = {Sat, 10 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/reference/snam/FengGL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/snam/AgarwalML14,
author = {Nitin Agarwal and
Debanjan Mahata and
Huan Liu},
title = {Time- and Event-Driven Modeling of Blogger Influence},
booktitle = {Encyclopedia of Social Network Analysis and Mining},
pages = {2154--2165},
year = {2014},
url = {https://doi.org/10.1007/978-1-4614-6170-8\_378},
doi = {10.1007/978-1-4614-6170-8\_378},
timestamp = {Sat, 10 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/reference/snam/AgarwalML14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MorstatterPL14,
author = {Fred Morstatter and
J{\"{u}}rgen Pfeffer and
Huan Liu},
title = {When is it Biased? Assessing the Representativeness of Twitter's Streaming
{API}},
journal = {CoRR},
volume = {abs/1401.7909},
year = {2014},
url = {http://arxiv.org/abs/1401.7909},
eprinttype = {arXiv},
eprint = {1401.7909},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MorstatterPL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RajadesinganL14,
author = {Ashwin Rajadesingan and
Huan Liu},
title = {Identifying Users with Opposing Opinions in Twitter Debates},
journal = {CoRR},
volume = {abs/1402.7143},
year = {2014},
url = {http://arxiv.org/abs/1402.7143},
eprinttype = {arXiv},
eprint = {1402.7143},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RajadesinganL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MorstatterLPPL14,
author = {Fred Morstatter and
Nichola Lubold and
Heather Pon{-}Barry and
J{\"{u}}rgen Pfeffer and
Huan Liu},
title = {Finding Eyewitness Tweets During Crises},
journal = {CoRR},
volume = {abs/1403.1773},
year = {2014},
url = {http://arxiv.org/abs/1403.1773},
eprinttype = {arXiv},
eprint = {1403.1773},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MorstatterLPPL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KumarLMS14,
author = {Shamanth Kumar and
Huan Liu and
Sameep Mehta and
L. Venkata Subramaniam},
title = {From Tweets to Events: Exploring a Scalable Solution for Twitter Streams},
journal = {CoRR},
volume = {abs/1405.1392},
year = {2014},
url = {http://arxiv.org/abs/1405.1392},
eprinttype = {arXiv},
eprint = {1405.1392},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KumarLMS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TangCAL14,
author = {Jiliang Tang and
Shiyu Chang and
Charu C. Aggarwal and
Huan Liu},
title = {Negative Link Prediction in Social Media},
journal = {CoRR},
volume = {abs/1412.2723},
year = {2014},
url = {http://arxiv.org/abs/1412.2723},
eprinttype = {arXiv},
eprint = {1412.2723},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TangCAL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/synthesis/2013Barbier,
author = {Geoffrey Barbier and
Zhuo Feng and
Pritam Gundecha and
Huan Liu},
title = {Provenance Data in Social Media},
series = {Synthesis Lectures on Data Mining and Knowledge Discovery},
publisher = {Morgan {\&} Claypool Publishers},
year = {2013},
url = {https://doi.org/10.2200/S00496ED1V01Y201304DMK007},
doi = {10.2200/S00496ED1V01Y201304DMK007},
isbn = {9781608457830},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/synthesis/2013Barbier.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/WangTLW13,
author = {Xufei Wang and
Lei Tang and
Huan Liu and
Lei Wang},
title = {Learning with multi-resolution overlapping communities},
journal = {Knowl. Inf. Syst.},
volume = {36},
number = {2},
pages = {517--535},
year = {2013},
url = {https://doi.org/10.1007/s10115-012-0555-0},
doi = {10.1007/S10115-012-0555-0},
timestamp = {Sat, 10 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/WangTLW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/TangCL13,
author = {Jiliang Tang and
Yi Chang and
Huan Liu},
title = {Mining social media with social theories: a survey},
journal = {{SIGKDD} Explor.},
volume = {15},
number = {2},
pages = {20--29},
year = {2013},
url = {https://doi.org/10.1145/2641190.2641195},
doi = {10.1145/2641190.2641195},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/TangCL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/snam/TangHL13,
author = {Jiliang Tang and
Xia Hu and
Huan Liu},
title = {Social recommendation: a review},
journal = {Soc. Netw. Anal. Min.},
volume = {3},
number = {4},
pages = {1113--1133},
year = {2013},
url = {https://doi.org/10.1007/s13278-013-0141-9},
doi = {10.1007/S13278-013-0141-9},
timestamp = {Tue, 08 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/snam/TangHL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhaoWLY13,
author = {Zheng Zhao and
Lei Wang and
Huan Liu and
Jieping Ye},
title = {On Similarity Preserving Feature Selection},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {25},
number = {3},
pages = {619--632},
year = {2013},
url = {https://doi.org/10.1109/TKDE.2011.222},
doi = {10.1109/TKDE.2011.222},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhaoWLY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/CarleyPLMG13,
author = {Kathleen M. Carley and
J{\"{u}}rgen Pfeffer and
Huan Liu and
Fred Morstatter and
Rebecca Goolsby},
editor = {Jon G. Rokne and
Christos Faloutsos},
title = {Near real time assessment of social media using geo-temporal network
analytics},
booktitle = {Advances in Social Networks Analysis and Mining 2013, {ASONAM} '13,
Niagara, ON, Canada - August 25 - 29, 2013},
pages = {517--524},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2492517.2492561},
doi = {10.1145/2492517.2492561},
timestamp = {Thu, 11 Mar 2021 17:04:51 +0100},
biburl = {https://dblp.org/rec/conf/asunam/CarleyPLMG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/GaoWTL13,
author = {Huiji Gao and
Xufei Wang and
Jiliang Tang and
Huan Liu},
editor = {Jon G. Rokne and
Christos Faloutsos},
title = {Network denoising in social media},
booktitle = {Advances in Social Networks Analysis and Mining 2013, {ASONAM} '13,
Niagara, ON, Canada - August 25 - 29, 2013},
pages = {564--571},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2492517.2492547},
doi = {10.1145/2492517.2492547},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/GaoWTL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/FengGL13,
author = {Zhuo Feng and
Pritam Gundecha and
Huan Liu},
editor = {Jon G. Rokne and
Christos Faloutsos},
title = {Recovering information recipients in social media via provenance},
booktitle = {Advances in Social Networks Analysis and Mining 2013, {ASONAM} '13,
Niagara, ON, Canada - August 25 - 29, 2013},
pages = {706--711},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2492517.2492629},
doi = {10.1145/2492517.2492629},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/FengGL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/GaoTHL13,
author = {Huiji Gao and
Jiliang Tang and
Xia Hu and
Huan Liu},
editor = {Qi He and
Arun Iyengar and
Wolfgang Nejdl and
Jian Pei and
Rajeev Rastogi},
title = {Modeling temporal effects of human mobile behavior on location-based
social networks},
booktitle = {22nd {ACM} International Conference on Information and Knowledge Management,
CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013},
pages = {1673--1678},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2505515.2505616},
doi = {10.1145/2505515.2505616},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/GaoTHL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/GundechaFL13,
author = {Pritam Gundecha and
Zhuo Feng and
Huan Liu},
editor = {Qi He and
Arun Iyengar and
Wolfgang Nejdl and
Jian Pei and
Rajeev Rastogi},
title = {Seeking provenance of information using social media},
booktitle = {22nd {ACM} International Conference on Information and Knowledge Management,
CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013},
pages = {1691--1696},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2505515.2505633},
doi = {10.1145/2505515.2505633},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/GundechaFL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/RanganathGL13,
author = {Suhas Ranganath and
Pritam Gundecha and
Huan Liu},
editor = {Qi He and
Arun Iyengar and
Wolfgang Nejdl and
Jian Pei and
Rajeev Rastogi},
title = {A tool for assisting provenance search in social media},
booktitle = {22nd {ACM} International Conference on Information and Knowledge Management,
CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013},
pages = {2517--2520},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2505515.2508214},
doi = {10.1145/2505515.2508214},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/RanganathGL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ht/KumarMZL13,
author = {Shamanth Kumar and
Fred Morstatter and
Reza Zafarani and
Huan Liu},
editor = {Gerd Stumme and
Andreas Hotho},
title = {Whom should {I} follow?: identifying relevant users during crises},
booktitle = {24th {ACM} Conference on Hypertext and Social Media (part of ECRC),
{HT} '13, Paris, France - May 02 - 04, 2013},
pages = {139--147},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2481492.2481507},
doi = {10.1145/2481492.2481507},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ht/KumarMZL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/MorstatterPLC13,
author = {Fred Morstatter and
J{\"{u}}rgen Pfeffer and
Huan Liu and
Kathleen M. Carley},
editor = {Emre Kiciman and
Nicole B. Ellison and
Bernie Hogan and
Paul Resnick and
Ian Soboroff},
title = {Is the Sample Good Enough? Comparing Data from Twitter's Streaming
{API} with Twitter's Firehose},
booktitle = {Proceedings of the Seventh International Conference on Weblogs and
Social Media, {ICWSM} 2013, Cambridge, Massachusetts, USA, July 8-11,
2013},
publisher = {The {AAAI} Press},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM13/paper/view/6071},
timestamp = {Fri, 05 Feb 2021 11:07:18 +0100},
biburl = {https://dblp.org/rec/conf/icwsm/MorstatterPLC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/HuTZL13,
author = {Xia Hu and
Jiliang Tang and
Yanchao Zhang and
Huan Liu},
editor = {Francesca Rossi},
title = {Social Spammer Detection in Microblogging},
booktitle = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
on Artificial Intelligence, Beijing, China, August 3-9, 2013},
pages = {2633--2639},
publisher = {{IJCAI/AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6948},
timestamp = {Tue, 23 Jan 2024 13:25:46 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/HuTZL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/TangHGL13,
author = {Jiliang Tang and
Xia Hu and
Huiji Gao and
Huan Liu},
editor = {Francesca Rossi},
title = {Exploiting Local and Global Social Context for Recommendation},
booktitle = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
on Artificial Intelligence, Beijing, China, August 3-9, 2013},
pages = {2712--2718},
publisher = {{IJCAI/AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6936},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/TangHGL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZafaraniL13,
author = {Reza Zafarani and
Huan Liu},
editor = {Inderjit S. Dhillon and
Yehuda Koren and
Rayid Ghani and
Ted E. Senator and
Paul Bradley and
Rajesh Parekh and
Jingrui He and
Robert L. Grossman and
Ramasamy Uthurusamy},
title = {Connecting users across social media sites: a behavioral-modeling
approach},
booktitle = {The 19th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} 2013, Chicago, IL, USA, August 11-14, 2013},
pages = {41--49},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2487575.2487648},
doi = {10.1145/2487575.2487648},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZafaraniL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GundechaRFL13,
author = {Pritam Gundecha and
Suhas Ranganath and
Zhuo Feng and
Huan Liu},
editor = {Inderjit S. Dhillon and
Yehuda Koren and
Rayid Ghani and
Ted E. Senator and
Paul Bradley and
Rajesh Parekh and
Jingrui He and
Robert L. Grossman and
Ramasamy Uthurusamy},
title = {A tool for collecting provenance data in social media},
booktitle = {The 19th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} 2013, Chicago, IL, USA, August 11-14, 2013},
pages = {1462--1465},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2487575.2487713},
doi = {10.1145/2487575.2487713},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/GundechaRFL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/MorstatterKLM13,
author = {Fred Morstatter and
Shamanth Kumar and
Huan Liu and
Ross Maciejewski},
editor = {Inderjit S. Dhillon and
Yehuda Koren and
Rayid Ghani and
Ted E. Senator and
Paul Bradley and
Rajesh Parekh and
Jingrui He and
Robert L. Grossman and
Ramasamy Uthurusamy},
title = {Understanding Twitter data with TweetXplorer},
booktitle = {The 19th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} 2013, Chicago, IL, USA, August 11-14, 2013},
pages = {1482--1485},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2487575.2487703},
doi = {10.1145/2487575.2487703},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/MorstatterKLM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/TangGHL13,
author = {Jiliang Tang and
Huiji Gao and
Xia Hu and
Huan Liu},
editor = {Qiang Yang and
Irwin King and
Qing Li and
Pearl Pu and
George Karypis},
title = {Context-aware review helpfulness rating prediction},
booktitle = {Seventh {ACM} Conference on Recommender Systems, RecSys '13, Hong
Kong, China, October 12-16, 2013},
pages = {1--8},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2507157.2507183},
doi = {10.1145/2507157.2507183},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/recsys/TangGHL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/GaoTHL13,
author = {Huiji Gao and
Jiliang Tang and
Xia Hu and
Huan Liu},
editor = {Qiang Yang and
Irwin King and
Qing Li and
Pearl Pu and
George Karypis},
title = {Exploring temporal effects for location recommendation on location-based
social networks},
booktitle = {Seventh {ACM} Conference on Recommender Systems, RecSys '13, Hong
Kong, China, October 12-16, 2013},
pages = {93--100},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2507157.2507182},
doi = {10.1145/2507157.2507182},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/recsys/GaoTHL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbp/AbbasiL13,
author = {Mohammad Ali Abbasi and
Huan Liu},
editor = {Ariel M. Greenberg and
William G. Kennedy and
Nathan Bos},
title = {Measuring User Credibility in Social Media},
booktitle = {Social Computing, Behavioral-Cultural Modeling and Prediction - 6th
International Conference, {SBP} 2013, Washington, DC, USA, April 2-5,
2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7812},
pages = {441--448},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-37210-0\_48},
doi = {10.1007/978-3-642-37210-0\_48},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/sbp/AbbasiL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GaoHLT13,
author = {Jiliang Tang and
Xia Hu and
Huiji Gao and
Huan Liu},
title = {Unsupervised Feature Selection for Multi-View Data in Social Media},
booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining,
May 2-4, 2013. Austin, Texas, {USA}},
pages = {270--278},
publisher = {{SIAM}},
year = {2013},
url = {https://doi.org/10.1137/1.9781611972832.30},
doi = {10.1137/1.9781611972832.30},
timestamp = {Wed, 07 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/GaoHLT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GaoHLT13a,
author = {Xia Hu and
Jiliang Tang and
Huiji Gao and
Huan Liu},
title = {ActNeT: Active Learning for Networked Texts in Microblogging},
booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining,
May 2-4, 2013. Austin, Texas, {USA}},
pages = {306--314},
publisher = {{SIAM}},
year = {2013},
url = {https://doi.org/10.1137/1.9781611972832.34},
doi = {10.1137/1.9781611972832.34},
timestamp = {Wed, 07 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/GaoHLT13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiuT13,
author = {Jiliang Tang and
Huan Liu},
title = {CoSelect: Feature Selection with Instance Selection for Social Media
Data},
booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining,
May 2-4, 2013. Austin, Texas, {USA}},
pages = {695--703},
publisher = {{SIAM}},
year = {2013},
url = {https://doi.org/10.1137/1.9781611972832.77},
doi = {10.1137/1.9781611972832.77},
timestamp = {Wed, 07 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/LiuT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/society/JonesL13,
author = {Isaac Jones and
Huan Liu},
title = {Mining Social Media: Challenges and Opportunities},
booktitle = {2013 International Conference on Social Intelligence and Technology,
{SOCIETY} 2013, State College, PA, USA, May 8-10, 2013},
pages = {90--99},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/SOCIETY.2013.12},
doi = {10.1109/SOCIETY.2013.12},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/society/JonesL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/TangGHL13,
author = {Jiliang Tang and
Huiji Gao and
Xia Hu and
Huan Liu},
editor = {Stefano Leonardi and
Alessandro Panconesi and
Paolo Ferragina and
Aristides Gionis},
title = {Exploiting homophily effect for trust prediction},
booktitle = {Sixth {ACM} International Conference on Web Search and Data Mining,
{WSDM} 2013, Rome, Italy, February 4-8, 2013},
pages = {53--62},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2433396.2433405},
doi = {10.1145/2433396.2433405},
timestamp = {Tue, 27 Dec 2022 09:06:31 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/TangGHL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/HuTTL13,
author = {Xia Hu and
Lei Tang and
Jiliang Tang and
Huan Liu},
editor = {Stefano Leonardi and
Alessandro Panconesi and
Paolo Ferragina and
Aristides Gionis},
title = {Exploiting social relations for sentiment analysis in microblogging},
booktitle = {Sixth {ACM} International Conference on Web Search and Data Mining,
{WSDM} 2013, Rome, Italy, February 4-8, 2013},
pages = {537--546},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2433396.2433465},
doi = {10.1145/2433396.2433465},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/HuTTL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/HuTGL13,
author = {Xia Hu and
Jiliang Tang and
Huiji Gao and
Huan Liu},
editor = {Daniel Schwabe and
Virg{\'{\i}}lio A. F. Almeida and
Hartmut Glaser and
Ricardo Baeza{-}Yates and
Sue B. Moon},
title = {Unsupervised sentiment analysis with emotional signals},
booktitle = {22nd International World Wide Web Conference, {WWW} '13, Rio de Janeiro,
Brazil, May 13-17, 2013},
pages = {607--618},
publisher = {International World Wide Web Conferences Steering Committee / {ACM}},
year = {2013},
url = {https://doi.org/10.1145/2488388.2488442},
doi = {10.1145/2488388.2488442},
timestamp = {Sun, 22 Sep 2019 18:15:38 +0200},
biburl = {https://dblp.org/rec/conf/www/HuTGL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/aggarwal13/AlelyaniTL13,
author = {Salem Alelyani and
Jiliang Tang and
Huan Liu},
editor = {Charu C. Aggarwal and
Chandan K. Reddy},
title = {Feature Selection for Clustering: {A} Review},
booktitle = {Data Clustering: Algorithms and Applications},
pages = {29--60},
publisher = {{CRC} Press},
year = {2013},
timestamp = {Thu, 12 Mar 2020 11:24:04 +0100},
biburl = {https://dblp.org/rec/books/crc/aggarwal13/AlelyaniTL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MorstatterPLC13,
author = {Fred Morstatter and
J{\"{u}}rgen Pfeffer and
Huan Liu and
Kathleen M. Carley},
title = {Is the Sample Good Enough? Comparing Data from Twitter's Streaming
{API} with Twitter's Firehose},
journal = {CoRR},
volume = {abs/1306.5204},
year = {2013},
url = {http://arxiv.org/abs/1306.5204},
eprinttype = {arXiv},
eprint = {1306.5204},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MorstatterPLC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmot/BarbierZGFL12,
author = {Geoffrey Barbier and
Reza Zafarani and
Huiji Gao and
Gabriel Pui Cheong Fung and
Huan Liu},
title = {Maximizing benefits from crowdsourced data},
journal = {Comput. Math. Organ. Theory},
volume = {18},
number = {3},
pages = {257--279},
year = {2012},
url = {https://doi.org/10.1007/s10588-012-9121-2},
doi = {10.1007/S10588-012-9121-2},
timestamp = {Thu, 04 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cmot/BarbierZGFL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/TangWL12,
author = {Lei Tang and
Xufei Wang and
Huan Liu},
title = {Community detection via heterogeneous interaction analysis},
journal = {Data Min. Knowl. Discov.},
volume = {25},
number = {1},
pages = {1--33},
year = {2012},
url = {https://doi.org/10.1007/s10618-011-0231-0},
doi = {10.1007/S10618-011-0231-0},
timestamp = {Sat, 10 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/TangWL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/MorstatterLZ12,
author = {Fred Morstatter and
Huan Liu and
Daniel Zeng},
title = {Opening Doors to Sharing Social Media Data},
journal = {{IEEE} Intell. Syst.},
volume = {27},
number = {1},
pages = {47--51},
year = {2012},
url = {https://doi.org/10.1109/MIS.2012.19},
doi = {10.1109/MIS.2012.19},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/expert/MorstatterLZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fcsc/TangWGHL12,
author = {Jiliang Tang and
Xufei Wang and
Huiji Gao and
Xia Hu and
Huan Liu},
title = {Enriching short text representation in microblog for clustering},
journal = {Frontiers Comput. Sci. China},
volume = {6},
number = {1},
pages = {88--101},
year = {2012},
url = {https://doi.org/10.1007/s11704-011-1167-7},
doi = {10.1007/S11704-011-1167-7},
timestamp = {Mon, 19 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fcsc/TangWGHL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/snam/AgarwalLTY12,
author = {Nitin Agarwal and
Huan Liu and
Lei Tang and
Philip S. Yu},
title = {Modeling blogger influence in a community},
journal = {Soc. Netw. Anal. Min.},
volume = {2},
number = {2},
pages = {139--162},
year = {2012},
url = {https://doi.org/10.1007/s13278-011-0039-3},
doi = {10.1007/S13278-011-0039-3},
timestamp = {Tue, 08 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/snam/AgarwalLTY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/TangLZ12,
author = {Lei Tang and
Huan Liu and
Jianping Zhang},
title = {Identifying Evolving Groups in Dynamic Multimode Networks},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {24},
number = {1},
pages = {72--85},
year = {2012},
url = {https://doi.org/10.1109/TKDE.2011.159},
doi = {10.1109/TKDE.2011.159},
timestamp = {Sat, 10 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/TangLZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/TangWL12,
author = {Lei Tang and
Xufei Wang and
Huan Liu},
title = {Scalable Learning of Collective Behavior},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {24},
number = {6},
pages = {1080--1091},
year = {2012},
url = {https://doi.org/10.1109/TKDE.2011.38},
doi = {10.1109/TKDE.2011.38},
timestamp = {Sat, 10 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/TangWL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigda/NambiarFKML12,
author = {Ullas Nambiar and
Tanveer A. Faruquie and
Shamanth Kumar and
Fred Morstatter and
Huan Liu},
editor = {Srinath Srinivasa and
Vasudha Bhatnagar},
title = {Faceted Browsing over Social Media},
booktitle = {Big Data Analytics, First International Conference, {BDA} 2012, New
Delhi, India, December 24-26, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7678},
pages = {91--100},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-35542-4\_8},
doi = {10.1007/978-3-642-35542-4\_8},
timestamp = {Tue, 14 May 2019 10:00:48 +0200},
biburl = {https://dblp.org/rec/conf/bigda/NambiarFKML12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/GaoTL12,
author = {Huiji Gao and
Jiliang Tang and
Huan Liu},
editor = {Xue{-}wen Chen and
Guy Lebanon and
Haixun Wang and
Mohammed J. Zaki},
title = {gSCorr: modeling geo-social correlations for new check-ins on location-based
social networks},
booktitle = {21st {ACM} International Conference on Information and Knowledge Management,
CIKM'12, Maui, HI, USA, October 29 - November 02, 2012},
pages = {1582--1586},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2396761.2398477},
doi = {10.1145/2396761.2398477},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/GaoTL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/AlelyaniL12,
author = {Salem Alelyani and
Huan Liu},
title = {Supervised Low Rank Matrix Approximation for Stable Feature Selection},
booktitle = {11th International Conference on Machine Learning and Applications,
ICMLA, Boca Raton, FL, USA, December 12-15, 2012. Volume 1},
pages = {324--329},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICMLA.2012.61},
doi = {10.1109/ICMLA.2012.61},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/AlelyaniL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/AlelyaniL12a,
author = {Salem Alelyani and
Huan Liu},
title = {Ensemble Feature Selection in Face Recognition: {ICMLA} 2012 Challenge},
booktitle = {11th International Conference on Machine Learning and Applications,
ICMLA, Boca Raton, FL, USA, December 12-15, 2012. Volume 2},
pages = {588--591},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICMLA.2012.182},
doi = {10.1109/ICMLA.2012.182},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/AlelyaniL12a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icws/LiuWOL12,
author = {Guanfeng Liu and
Yan Wang and
Mehmet A. Orgun and
Huan Liu},
editor = {Carole A. Goble and
Peter P. Chen and
Jia Zhang},
title = {Discovering Trust Networks for the Selection of Trustworthy Service
Providers in Complex Contextual Social Networks},
booktitle = {2012 {IEEE} 19th International Conference on Web Services, Honolulu,
HI, USA, June 24-29, 2012},
pages = {384--391},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICWS.2012.47},
doi = {10.1109/ICWS.2012.47},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icws/LiuWOL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/GaoTL12,
author = {Huiji Gao and
Jiliang Tang and
Huan Liu},
editor = {John G. Breslin and
Nicole B. Ellison and
James G. Shanahan and
Zeynep Tufekci},
title = {Exploring Social-Historical Ties on Location-Based Social Networks},
booktitle = {Proceedings of the Sixth International Conference on Weblogs and Social
Media, Dublin, Ireland, June 4-7, 2012},
publisher = {The {AAAI} Press},
year = {2012},
url = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM12/paper/view/4574},
timestamp = {Fri, 05 Feb 2021 11:07:20 +0100},
biburl = {https://dblp.org/rec/conf/icwsm/GaoTL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TangLGS12,
author = {Jiliang Tang and
Huiji Gao and
Huan Liu and
Atish Das Sarma},
editor = {Qiang Yang and
Deepak Agarwal and
Jian Pei},
title = {eTrust: understanding trust evolution in an online world},
booktitle = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},
pages = {253--261},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2339530.2339574},
doi = {10.1145/2339530.2339574},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/TangLGS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TangL12,
author = {Jiliang Tang and
Huan Liu},
editor = {Qiang Yang and
Deepak Agarwal and
Jian Pei},
title = {Unsupervised feature selection for linked social media data},
booktitle = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},
pages = {904--912},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2339530.2339673},
doi = {10.1145/2339530.2339673},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/TangL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KumarMMLN12,
author = {Shamanth Kumar and
Fred Morstatter and
Grant Marshall and
Huan Liu and
Ullas Nambiar},
editor = {Qiang Yang and
Deepak Agarwal and
Jian Pei},
title = {Navigating information facets on twitter {(NIF-T)}},
booktitle = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},
pages = {1548--1551},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2339530.2339777},
doi = {10.1145/2339530.2339777},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/KumarMMLN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbp/AbbasiCLS12,
author = {Mohammad Ali Abbasi and
Sun{-}Ki Chai and
Huan Liu and
Kiran Sagoo},
editor = {Shanchieh Jay Yang and
Ariel M. Greenberg and
Mica R. Endsley},
title = {Real-World Behavior Analysis through a Social Media Lens},
booktitle = {Social Computing, Behavioral - Cultural Modeling and Prediction -
5th International Conference, {SBP} 2012, College Park, MD, USA, April
3-5, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7227},
pages = {18--26},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-29047-3\_3},
doi = {10.1007/978-3-642-29047-3\_3},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/sbp/AbbasiCLS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbp/AbbasiKFL12,
author = {Mohammad Ali Abbasi and
Shamanth Kumar and
Jose Augusto Andrade Filho and
Huan Liu},
editor = {Shanchieh Jay Yang and
Ariel M. Greenberg and
Mica R. Endsley},
title = {Lessons Learned in Using Social Media for Disaster Relief - {ASU}
Crisis Response Game},
booktitle = {Social Computing, Behavioral - Cultural Modeling and Prediction -
5th International Conference, {SBP} 2012, College Park, MD, USA, April
3-5, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7227},
pages = {282--289},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-29047-3\_34},
doi = {10.1007/978-3-642-29047-3\_34},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sbp/AbbasiKFL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TangL12,
author = {Jiliang Tang and
Huan Liu},
title = {Feature Selection with Linked Data in Social Media},
booktitle = {Proceedings of the Twelfth {SIAM} International Conference on Data
Mining, Anaheim, California, USA, April 26-28, 2012},
pages = {118--128},
publisher = {{SIAM} / Omnipress},
year = {2012},
url = {https://doi.org/10.1137/1.9781611972825.11},
doi = {10.1137/1.9781611972825.11},
timestamp = {Wed, 07 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/TangL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/TangGL12,
author = {Jiliang Tang and
Huiji Gao and
Huan Liu},
editor = {Eytan Adar and
Jaime Teevan and
Eugene Agichtein and
Yoelle Maarek},
title = {mTrust: discerning multi-faceted trust in a connected world},
booktitle = {Proceedings of the Fifth International Conference on Web Search and
Web Data Mining, {WSDM} 2012, Seattle, WA, USA, February 8-12, 2012},
pages = {93--102},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2124295.2124309},
doi = {10.1145/2124295.2124309},
timestamp = {Tue, 21 May 2019 11:38:33 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/TangGL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/HuL12,
author = {Xia Hu and
Huan Liu},
editor = {Alain Mille and
Fabien Gandon and
Jacques Misselis and
Michael Rabinovich and
Steffen Staab},
title = {Social status and role analysis of palin's email network},
booktitle = {Proceedings of the 21st World Wide Web Conference, {WWW} 2012, Lyon,
France, April 16-20, 2012 (Companion Volume)},
pages = {531--532},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2187980.2188112},
doi = {10.1145/2187980.2188112},
timestamp = {Fri, 16 Apr 2021 10:04:12 +0200},
biburl = {https://dblp.org/rec/conf/www/HuL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/mining2012/HuL12,
author = {Xia Hu and
Huan Liu},
editor = {Charu C. Aggarwal and
ChengXiang Zhai},
title = {Text Analytics in Social Media},
booktitle = {Mining Text Data},
pages = {385--414},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-1-4614-3223-4\_12},
doi = {10.1007/978-1-4614-3223-4\_12},
timestamp = {Wed, 07 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/sp/mining2012/HuL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/TangL11,
author = {Lei Tang and
Huan Liu},
title = {Leveraging social media networks for classification},
journal = {Data Min. Knowl. Discov.},
volume = {23},
number = {3},
pages = {447--478},
year = {2011},
url = {https://doi.org/10.1007/s10618-010-0210-x},
doi = {10.1007/S10618-010-0210-X},
timestamp = {Sat, 10 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/TangL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dpd/MoturuL11,
author = {Sai T. Moturu and
Huan Liu},
title = {Quantifying the trustworthiness of social media content},
journal = {Distributed Parallel Databases},
volume = {29},
number = {3},
pages = {239--260},
year = {2011},
url = {https://doi.org/10.1007/s10619-010-7077-0},
doi = {10.1007/S10619-010-7077-0},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dpd/MoturuL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijgs/YagnikLF11,
author = {Niyati Yagnik and
Huan Liu and
H. J. S. Fernando},
title = {Sensor networks: decentralized monitoring and subspace classification
of events},
journal = {Int. J. Gen. Syst.},
volume = {40},
number = {4},
pages = {457--483},
year = {2011},
url = {https://doi.org/10.1080/03081079.2010.544882},
doi = {10.1080/03081079.2010.544882},
timestamp = {Thu, 20 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijgs/YagnikLF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijgs/YagnikLF11a,
author = {Niyati Yagnik and
Huan Liu and
H. J. S. Fernando},
title = {Erratum},
journal = {Int. J. Gen. Syst.},
volume = {40},
number = {8},
pages = {883},
year = {2011},
url = {https://doi.org/10.1080/03081079.2011.630814},
doi = {10.1080/03081079.2011.630814},
timestamp = {Thu, 20 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijgs/YagnikLF11a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/TangWL11,
author = {Lei Tang and
Xufei Wang and
Huan Liu},
title = {Group Profiling for Understanding Social Structures},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {3},
number = {1},
pages = {15:1--15:25},
year = {2011},
url = {https://doi.org/10.1145/2036264.2036279},
doi = {10.1145/2036264.2036279},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/TangWL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/BarbierTL11,
author = {Geoffrey Barbier and
Lei Tang and
Huan Liu},
title = {Understanding online groups through social media},
journal = {WIREs Data Mining Knowl. Discov.},
volume = {1},
number = {4},
pages = {330--338},
year = {2011},
url = {https://doi.org/10.1002/widm.37},
doi = {10.1002/WIDM.37},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/widm/BarbierTL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KumarZL11,
author = {Shamanth Kumar and
Reza Zafarani and
Huan Liu},
editor = {Wolfram Burgard and
Dan Roth},
title = {Understanding User Migration Patterns in Social Media},
booktitle = {Proceedings of the Twenty-Fifth {AAAI} Conference on Artificial Intelligence,
{AAAI} 2011, San Francisco, California, USA, August 7-11, 2011},
pages = {1204--1209},
publisher = {{AAAI} Press},
year = {2011},
url = {https://doi.org/10.1609/aaai.v25i1.8089},
doi = {10.1609/AAAI.V25I1.8089},
timestamp = {Mon, 04 Sep 2023 16:05:54 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KumarZL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WangLF11,
author = {Xufei Wang and
Huan Liu and
Wei Fan},
editor = {Craig Macdonald and
Iadh Ounis and
Ian Ruthven},
title = {Connecting users with similar interests via tag network inference},
booktitle = {Proceedings of the 20th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2011, Glasgow, United Kingdom, October 24-28, 2011},
pages = {1019--1024},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2063576.2063723},
doi = {10.1145/2063576.2063723},
timestamp = {Fri, 03 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/WangLF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/HuTL11,
author = {Xia Hu and
Lei Tang and
Huan Liu},
editor = {Craig Macdonald and
Iadh Ounis and
Ian Ruthven},
title = {Enhancing accessibility of microblogging messages using semantic knowledge},
booktitle = {Proceedings of the 20th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2011, Glasgow, United Kingdom, October 24-28, 2011},
pages = {2465--2468},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2063576.2063993},
doi = {10.1145/2063576.2063993},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/HuTL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpcc/AlelyaniZL11,
author = {Salem Alelyani and
Zheng Zhao and
Huan Liu},
editor = {Parimala Thulasiraman and
Laurence Tianruo Yang and
Qiwen Pan and
Xingang Liu and
Yaw{-}Chung Chen and
Yo{-}Ping Huang and
Lin{-}Huang Chang and
Che{-}Lun Hung and
Che{-}Rung Lee and
Justin Y. Shi and
Ying Zhang},
title = {A Dilemma in Assessing Stability of Feature Selection Algorithms},
booktitle = {13th {IEEE} International Conference on High Performance Computing
{\&} Communication, {HPCC} 2011, Banff, Alberta, Canada, September
2-4, 2011},
pages = {701--707},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/HPCC.2011.99},
doi = {10.1109/HPCC.2011.99},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hpcc/AlelyaniZL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangTL11,
author = {Xufei Wang and
Jiliang Tang and
Huan Liu},
editor = {Diane J. Cook and
Jian Pei and
Wei Wang and
Osmar R. Za{\"{\i}}ane and
Xindong Wu},
title = {Document Clustering via Matrix Representation},
booktitle = {11th {IEEE} International Conference on Data Mining, {ICDM} 2011,
Vancouver, BC, Canada, December 11-14, 2011},
pages = {804--813},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICDM.2011.59},
doi = {10.1109/ICDM.2011.59},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WangTL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icsdm/KondaveetiRLR11,
author = {Anirudh Kondaveeti and
George C. Runger and
Huan Liu and
Jeremy Rowe},
title = {Extracting geographic knowledge from sensor intervention data using
spatial association rules},
booktitle = {{IEEE} International Conference on Spatial Data Mining and Geographical
Knowledge Services, {ICSDM} 2011, Fuzhou, China, June 29 - July 1,
2011},
pages = {127--130},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICSDM.2011.5969018},
doi = {10.1109/ICSDM.2011.5969018},
timestamp = {Wed, 16 Oct 2019 14:14:54 +0200},
biburl = {https://dblp.org/rec/conf/icsdm/KondaveetiRLR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/AlelyaniLW11,
author = {Salem Alelyani and
Huan Liu and
Lei Wang},
title = {The Effect of the Characteristics of the Dataset on the Selection
Stability},
booktitle = {{IEEE} 23rd International Conference on Tools with Artificial Intelligence,
{ICTAI} 2011, Boca Raton, FL, USA, November 7-9, 2011},
pages = {970--977},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICTAI.2011.167},
doi = {10.1109/ICTAI.2011.167},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/AlelyaniLW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/FilhoCMAL11,
author = {Jose Augusto Andrade Filho and
Andr{\'{e}} C. P. L. F. de Carvalho and
Rodrigo Fernandes de Mello and
Salem Alelyani and
Huan Liu},
title = {Quantifying Features Using False Nearest Neighbors: An Unsupervised
Approach},
booktitle = {{IEEE} 23rd International Conference on Tools with Artificial Intelligence,
{ICTAI} 2011, Boca Raton, FL, USA, November 7-9, 2011},
pages = {994--997},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICTAI.2011.170},
doi = {10.1109/ICTAI.2011.170},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ictai/FilhoCMAL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/KumarBAL11,
author = {Shamanth Kumar and
Geoffrey Barbier and
Mohammad Ali Abbasi and
Huan Liu},
editor = {Lada A. Adamic and
Ricardo Baeza{-}Yates and
Scott Counts},
title = {TweetTracker: An Analysis Tool for Humanitarian and Disaster Relief},
booktitle = {Proceedings of the Fifth International Conference on Weblogs and Social
Media, Barcelona, Catalonia, Spain, July 17-21, 2011},
publisher = {The {AAAI} Press},
year = {2011},
url = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM11/paper/view/2736},
timestamp = {Fri, 05 Feb 2021 11:07:12 +0100},
biburl = {https://dblp.org/rec/conf/icwsm/KumarBAL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GundechaBL11,
author = {Pritam Gundecha and
Geoffrey Barbier and
Huan Liu},
editor = {Chid Apt{\'{e}} and
Joydeep Ghosh and
Padhraic Smyth},
title = {Exploiting vulnerability to secure user privacy on a social networking
site},
booktitle = {Proceedings of the 17th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24,
2011},
pages = {511--519},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2020408.2020489},
doi = {10.1145/2020408.2020489},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/GundechaBL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/FungML11,
author = {Gabriel Pui Cheong Fung and
Fred Morstatter and
Huan Liu},
editor = {Joshua Zhexue Huang and
Longbing Cao and
Jaideep Srivastava},
title = {Feature Selection Strategy in Text Classification},
booktitle = {Advances in Knowledge Discovery and Data Mining - 15th Pacific-Asia
Conference, {PAKDD} 2011, Shenzhen, China, May 24-27, 2011, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6634},
pages = {26--37},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-20841-6\_3},
doi = {10.1007/978-3-642-20841-6\_3},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/FungML11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbp/GaoWBL11,
author = {Huiji Gao and
Xufei Wang and
Geoffrey Barbier and
Huan Liu},
editor = {John J. Salerno and
Shanchieh Jay Yang and
Dana S. Nau and
Sun{-}Ki Chai},
title = {Promoting Coordination for Disaster Relief - From Crowdsourcing to
Coordination},
booktitle = {Social Computing, Behavioral-Cultural Modeling and Prediction - 4th
International Conference, {SBP} 2011, College Park, MD, USA, March
29-31, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6589},
pages = {197--204},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-19656-0\_29},
doi = {10.1007/978-3-642-19656-0\_29},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/sbp/GaoWBL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbp/BarbierL11,
author = {Geoffrey Barbier and
Huan Liu},
editor = {John J. Salerno and
Shanchieh Jay Yang and
Dana S. Nau and
Sun{-}Ki Chai},
title = {Information Provenance in Social Media},
booktitle = {Social Computing, Behavioral-Cultural Modeling and Prediction - 4th
International Conference, {SBP} 2011, College Park, MD, USA, March
29-31, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6589},
pages = {276--283},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-19656-0\_39},
doi = {10.1007/978-3-642-19656-0\_39},
timestamp = {Sat, 10 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sbp/BarbierL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/socialcom/TangWL11,
author = {Jiliang Tang and
Xufei Wang and
Huan Liu},
editor = {Martin Atzmueller and
Alvin Chin and
Denis Helic and
Andreas Hotho},
title = {Integrating Social Media Data for Community Detection},
booktitle = {Modeling and Mining Ubiquitous Social Media - International Workshops
{MSM} 2011, Boston, MA, USA, October 9, 2011, and {MUSE} 2011, Athens,
Greece, September 5, 2011, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {7472},
pages = {1--20},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-33684-3\_1},
doi = {10.1007/978-3-642-33684-3\_1},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/socialcom/TangWL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/social2011/BarbierL11,
author = {Geoffrey Barbier and
Huan Liu},
editor = {Charu C. Aggarwal},
title = {Data Mining in Social Media},
booktitle = {Social Network Data Analytics},
pages = {327--352},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-1-4419-8462-3\_12},
doi = {10.1007/978-1-4419-8462-3\_12},
timestamp = {Sat, 10 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/sp/social2011/BarbierL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/synthesis/2010Tang,
author = {Lei Tang and
Huan Liu},
title = {Community Detection and Mining in Social Media},
series = {Synthesis Lectures on Data Mining and Knowledge Discovery},
publisher = {Morgan {\&} Claypool Publishers},
year = {2010},
url = {https://doi.org/10.2200/S00298ED1V01Y201009DMK003},
doi = {10.2200/S00298ED1V01Y201009DMK003},
isbn = {978-3-031-00772-9},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/synthesis/2010Tang.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/TangL10,
author = {Lei Tang and
Huan Liu},
title = {Toward Predicting Collective Behavior via Social Dimension Extraction},
journal = {{IEEE} Intell. Syst.},
volume = {25},
number = {4},
pages = {19--25},
year = {2010},
url = {https://doi.org/10.1109/MIS.2010.36},
doi = {10.1109/MIS.2010.36},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/expert/TangL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/internet/LiuYAS10,
author = {Huan Liu and
Philip S. Yu and
Nitin Agarwal and
Torsten Suel},
title = {Guest Editors' Introduction: Social Computing in the Blogosphere},
journal = {{IEEE} Internet Comput.},
volume = {14},
number = {2},
pages = {12--14},
year = {2010},
url = {https://doi.org/10.1109/MIC.2010.39},
doi = {10.1109/MIC.2010.39},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/internet/LiuYAS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/AgarwalOLS10,
author = {Nitin Agarwal and
Magdiel Galan Oliveras and
Huan Liu and
Shankara B. Subramanya},
title = {WisColl: Collective wisdom based blog clustering},
journal = {Inf. Sci.},
volume = {180},
number = {1},
pages = {39--61},
year = {2010},
url = {https://doi.org/10.1016/j.ins.2009.07.010},
doi = {10.1016/J.INS.2009.07.010},
timestamp = {Sat, 10 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/AgarwalOLS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/LiuN10,
author = {Huan Liu and
Dana S. Nau},
title = {Introduction to the {ACM} {TIST} special issue {AI} in social computing
and cultural modeling},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {1},
number = {1},
pages = {2:1--2:2},
year = {2010},
url = {https://doi.org/10.1145/1858948.1858950},
doi = {10.1145/1858948.1858950},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/LiuN10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhaoWL10,
author = {Zheng Zhao and
Lei Wang and
Huan Liu},
editor = {Maria Fox and
David Poole},
title = {Efficient Spectral Feature Selection with Minimum Redundancy},
booktitle = {Proceedings of the Twenty-Fourth {AAAI} Conference on Artificial Intelligence,
{AAAI} 2010, Atlanta, Georgia, USA, July 11-15, 2010},
pages = {673--678},
publisher = {{AAAI} Press},
year = {2010},
url = {https://doi.org/10.1609/aaai.v24i1.7671},
doi = {10.1609/AAAI.V24I1.7671},
timestamp = {Mon, 04 Sep 2023 16:23:45 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhaoWL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bicob/ZhaoLWC10,
author = {Zheng Zhao and
Huan Liu and
Jiangxin Wang and
Yung Chang},
editor = {Hisham Al{-}Mubaid},
title = {Biological Relevance Detection via Network Dynamic Analysis},
booktitle = {Proceedings of the {ISCA} 2nd International Conference on Bioinformatics
and Computational Biology, BICoB-2010, March 24-26, 2010, Sheraton
Waikiki Hotel, Honolulu, Hawaii, {USA}},
pages = {44--49},
publisher = {{ISCA}},
year = {2010},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bicob/ZhaoLWC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangTGL10,
author = {Xufei Wang and
Lei Tang and
Huiji Gao and
Huan Liu},
editor = {Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {Discovering Overlapping Groups in Social Media},
booktitle = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining,
Sydney, Australia, 14-17 December 2010},
pages = {569--578},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDM.2010.48},
doi = {10.1109/ICDM.2010.48},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WangTGL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TangWLW10,
author = {Lei Tang and
Xufei Wang and
Huan Liu and
Lei Wang},
editor = {Prem Melville and
Jure Leskovec and
Foster J. Provost},
title = {A multi-resolution approach to learning with overlapping communities},
booktitle = {Proceedings of the First Workshop on Social Media Analytics, SOMA@KDD
2010, Washington, DC, USA, July 25, 2010},
pages = {14--22},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1964858.1964861},
doi = {10.1145/1964858.1964861},
timestamp = {Thu, 22 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/TangWLW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlg/TangGL10,
author = {Lei Tang and
Huiji Gao and
Huan Liu},
editor = {Ulf Brefeld and
Lise Getoor and
Sofus A. Macskassy},
title = {Network quantification despite biased labels},
booktitle = {Proceedings of the Eighth Workshop on Mining and Learning with Graphs,
{MLG} '10, Washington, D.C., USA, July 24-25, 2010},
pages = {147--154},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1830252.1830271},
doi = {10.1145/1830252.1830271},
timestamp = {Tue, 06 Nov 2018 16:58:01 +0100},
biburl = {https://dblp.org/rec/conf/mlg/TangGL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbp/TangBLZ10,
author = {Lei Tang and
Geoffrey Barbier and
Huan Liu and
Jianping Zhang},
editor = {Sun{-}Ki Chai and
John J. Salerno and
Patricia L. Mabry},
title = {A Social Network Analysis Approach to Detecting Suspicious Online
Financial Activities},
booktitle = {Advances in Social Computing, Third International Conference on Social
Computing, Behavioral Modeling, and Prediction, {SBP} 2010, Bethesda,
MD, USA, March 30-31, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6007},
pages = {390--397},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-12079-4\_49},
doi = {10.1007/978-3-642-12079-4\_49},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/sbp/TangBLZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbp/KumarZABL10,
author = {Shamanth Kumar and
Reza Zafarani and
Mohammad Ali Abbasi and
Geoffrey Barbier and
Huan Liu},
editor = {Sun{-}Ki Chai and
John J. Salerno and
Patricia L. Mabry},
title = {Convergence of Influential Bloggers for Topic Discovery in the Blogosphere},
booktitle = {Advances in Social Computing, Third International Conference on Social
Computing, Behavioral Modeling, and Prediction, {SBP} 2010, Bethesda,
MD, USA, March 30-31, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6007},
pages = {406--412},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-12079-4\_51},
doi = {10.1007/978-3-642-12079-4\_51},
timestamp = {Wed, 07 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sbp/KumarZABL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbp/ZafaraniCL10,
author = {Reza Zafarani and
William D. Cole and
Huan Liu},
editor = {Sun{-}Ki Chai and
John J. Salerno and
Patricia L. Mabry},
title = {Sentiment Propagation in Social Networks: {A} Case Study in LiveJournal},
booktitle = {Advances in Social Computing, Third International Conference on Social
Computing, Behavioral Modeling, and Prediction, {SBP} 2010, Bethesda,
MD, USA, March 30-31, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6007},
pages = {413--420},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-12079-4\_52},
doi = {10.1007/978-3-642-12079-4\_52},
timestamp = {Wed, 07 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sbp/ZafaraniCL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhaoWSALC10,
author = {Zheng Zhao and
Jiangxin Wang and
Shashvata Sharma and
Nitin Agarwal and
Huan Liu and
Yung Chang},
title = {An Integrative Approach to Indentifying Biologically Relevant Genes},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2010, April 29 - May 1, 2010, Columbus, Ohio, {USA}},
pages = {838--849},
publisher = {{SIAM}},
year = {2010},
url = {https://doi.org/10.1137/1.9781611972801.58},
doi = {10.1137/1.9781611972801.58},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhaoWSALC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/LiuMSZ10,
author = {Huan Liu and
Hiroshi Motoda and
Rudy Setiono and
Zheng Zhao},
editor = {Huan Liu and
Hiroshi Motoda and
Rudy Setiono and
Zheng Zhao},
title = {Preface},
booktitle = {Proceedings of the Fourth International Workshop on Feature Selection
in Data Mining, FSDM, held at {PAKDD} 2010, Hyderabad, India, June
21st, 2010},
series = {{JMLR} Proceedings},
volume = {10},
pages = {1--3},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v10/liu10a/liu10a.pdf},
timestamp = {Fri, 30 Jun 2023 14:32:16 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LiuMSZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/LiuMSZ10a,
author = {Huan Liu and
Hiroshi Motoda and
Rudy Setiono and
Zheng Zhao},
editor = {Huan Liu and
Hiroshi Motoda and
Rudy Setiono and
Zheng Zhao},
title = {Feature Selection: An Ever Evolving Frontier in Data Mining},
booktitle = {Proceedings of the Fourth International Workshop on Feature Selection
in Data Mining, FSDM, held at {PAKDD} 2010, Hyderabad, India, June
21st, 2010},
series = {{JMLR} Proceedings},
volume = {10},
pages = {4--13},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v10/liu10b.html},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LiuMSZ10a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/10/TangL10,
author = {Lei Tang and
Huan Liu},
editor = {Philip S. Yu and
Jiawei Han and
Christos Faloutsos},
title = {Understanding Group Structures and Properties in Social Media},
booktitle = {Link Mining: Models, Algorithms, and Applications},
pages = {163--185},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-1-4419-6515-8\_6},
doi = {10.1007/978-1-4419-6515-8\_6},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/10/TangL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/ads/TangL10,
author = {Lei Tang and
Huan Liu},
editor = {Charu C. Aggarwal and
Haixun Wang},
title = {Graph Mining Applications to Social Network Analysis},
booktitle = {Managing and Mining Graph Data},
series = {Advances in Database Systems},
volume = {40},
pages = {487--513},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-1-4419-6045-0\_16},
doi = {10.1007/978-1-4419-6045-0\_16},
timestamp = {Sat, 10 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/ads/TangL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/ccn/AgarwalG0S10,
author = {Nitin Agarwal and
Magdiel Galan and
Huan Liu and
Shankara B. Subramanya},
editor = {Ajith Abraham and
Aboul Ella Hassanien and
V{\'{a}}clav Sn{\'{a}}sel},
title = {Clustering of Blog Sites Using Collective Wisdom},
booktitle = {Computational Social Network Analysis - Trends, Tools and Research
Advances},
series = {Computer Communications and Networks},
pages = {107--134},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-1-84882-229-0\_5},
doi = {10.1007/978-1-84882-229-0\_5},
timestamp = {Thu, 07 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/ccn/AgarwalG0S10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/2010fsdm,
editor = {Huan Liu and
Hiroshi Motoda and
Rudy Setiono and
Zheng Zhao},
title = {Proceedings of the Fourth International Workshop on Feature Selection
in Data Mining, FSDM, held at {PAKDD} 2010, Hyderabad, India, June
21st, 2010},
series = {{JMLR} Proceedings},
volume = {10},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v10/},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/2010fsdm.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Liu10,
author = {Huan Liu},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Feature Selection},
booktitle = {Encyclopedia of Machine Learning},
pages = {402--406},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_306},
doi = {10.1007/978-0-387-30164-8\_306},
timestamp = {Wed, 14 Nov 2018 10:51:34 +0100},
biburl = {https://dblp.org/rec/reference/ml/Liu10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/synthesis/2009Agrawal,
author = {Nitin Agarwal and
Huan Liu},
title = {Modeling and Data Mining in Blogosphere},
series = {Synthesis Lectures on Data Mining and Knowledge Discovery},
publisher = {Morgan {\&} Claypool Publishers},
year = {2009},
url = {https://doi.org/10.2200/S00213ED1V01Y200907DMK001},
doi = {10.2200/S00213ED1V01Y200907DMK001},
isbn = {978-3-031-00770-5},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/synthesis/2009Agrawal.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/ZhaoL09,
author = {Zheng Zhao and
Huan Liu},
title = {Searching for interacting features in subset selection},
journal = {Intell. Data Anal.},
volume = {13},
number = {2},
pages = {207--228},
year = {2009},
url = {https://doi.org/10.3233/IDA-2009-0364},
doi = {10.3233/IDA-2009-0364},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/ZhaoL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/TangL09,
author = {Lei Tang and
Huan Liu},
editor = {David Wai{-}Lok Cheung and
Il{-}Yeol Song and
Wesley W. Chu and
Xiaohua Hu and
Jimmy Lin},
title = {Scalable learning of collective behavior based on sparse social dimensions},
booktitle = {Proceedings of the 18th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2009, Hong Kong, China, November 2-6, 2009},
pages = {1107--1116},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1645953.1646094},
doi = {10.1145/1645953.1646094},
timestamp = {Fri, 27 Aug 2021 11:13:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/TangL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cse/MoturuYL09,
author = {Sai T. Moturu and
Jian Yang and
Huan Liu},
title = {Quantifying Utility and Trustworthiness for Advice Shared on Online
Social Media},
booktitle = {Proceedings of the 12th {IEEE} International Conference on Computational
Science and Engineering, {CSE} 2009, Vancouver, BC, Canada, August
29-31, 2009},
pages = {489--494},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/CSE.2009.461},
doi = {10.1109/CSE.2009.461},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cse/MoturuYL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/AgarwalLSSY09,
author = {Nitin Agarwal and
Huan Liu and
Shankara B. Subramanya and
John J. Salerno and
Philip S. Yu},
editor = {Wei Wang and
Hillol Kargupta and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {Connecting Sparsely Distributed Similar Bloggers},
booktitle = {{ICDM} 2009, The Ninth {IEEE} International Conference on Data Mining,
Miami, Florida, USA, 6-9 December 2009},
pages = {11--20},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDM.2009.38},
doi = {10.1109/ICDM.2009.38},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/AgarwalLSSY09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhaoSALWC09,
author = {Zheng Zhao and
Shashvata Sharma and
Nitin Agarwal and
Huan Liu and
Jiangxin Wang and
Yung Chang},
editor = {Y{\"{u}}cel Saygin and
Jeffrey Xu Yu and
Hillol Kargupta and
Wei Wang and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {Integrating Knowledge in Search of Biologically Relevant Genes},
booktitle = {{ICDM} Workshops 2009, {IEEE} International Conference on Data Mining
Workshops, Miami, Florida, USA, 6 December 2009},
pages = {88--93},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDMW.2009.21},
doi = {10.1109/ICDMW.2009.21},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ZhaoSALWC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TangWL09,
author = {Lei Tang and
Xufei Wang and
Huan Liu},
editor = {Wei Wang and
Hillol Kargupta and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {Uncoverning Groups via Heterogeneous Interaction Analysis},
booktitle = {{ICDM} 2009, The Ninth {IEEE} International Conference on Data Mining,
Miami, Florida, USA, 6-9 December 2009},
pages = {503--512},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDM.2009.20},
doi = {10.1109/ICDM.2009.20},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/TangWL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/AgarwalKLW09,
author = {Nitin Agarwal and
Shamanth Kumar and
Huan Liu and
Mark Woodward},
editor = {Eytan Adar and
Matthew Hurst and
Tim Finin and
Natalie S. Glance and
Nicolas Nicolov and
Belle L. Tseng},
title = {BlogTrackers: {A} Tool for Sociologists to Track and Analyze Blogosphere},
booktitle = {Proceedings of the Third International Conference on Weblogs and Social
Media, {ICWSM} 2009, San Jose, California, USA, May 17-20, 2009},
publisher = {The {AAAI} Press},
year = {2009},
url = {http://aaai.org/ocs/index.php/ICWSM/09/paper/view/150},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icwsm/AgarwalKLW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/AgarwalLMSW09,
author = {Nitin Agarwal and
Huan Liu and
Sudheendra Murthy and
Arunabha Sen and
Xufei Wang},
editor = {Eytan Adar and
Matthew Hurst and
Tim Finin and
Natalie S. Glance and
Nicolas Nicolov and
Belle L. Tseng},
title = {A Social Identity Approach to Identify Familiar Strangers in a Social
Network},
booktitle = {Proceedings of the Third International Conference on Weblogs and Social
Media, {ICWSM} 2009, San Jose, California, USA, May 17-20, 2009},
publisher = {The {AAAI} Press},
year = {2009},
url = {http://aaai.org/ocs/index.php/ICWSM/09/paper/view/184},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icwsm/AgarwalLMSW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/ZafaraniL09,
author = {Reza Zafarani and
Huan Liu},
editor = {Eytan Adar and
Matthew Hurst and
Tim Finin and
Natalie S. Glance and
Nicolas Nicolov and
Belle L. Tseng},
title = {Connecting Corresponding Identities across Communities},
booktitle = {Proceedings of the Third International Conference on Weblogs and Social
Media, {ICWSM} 2009, San Jose, California, USA, May 17-20, 2009},
publisher = {The {AAAI} Press},
year = {2009},
url = {http://aaai.org/ocs/index.php/ICWSM/09/paper/view/209},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icwsm/ZafaraniL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhaoSYLY09,
author = {Zheng Zhao and
Liang Sun and
Shipeng Yu and
Huan Liu and
Jieping Ye},
editor = {Craig Boutilier},
title = {Multiclass Probabilistic Kernel Discriminant Analysis},
booktitle = {{IJCAI} 2009, Proceedings of the 21st International Joint Conference
on Artificial Intelligence, Pasadena, California, USA, July 11-17,
2009},
pages = {1363--1368},
year = {2009},
url = {http://ijcai.org/Proceedings/09/Papers/229.pdf},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhaoSYLY09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TangL09,
author = {Lei Tang and
Huan Liu},
editor = {John F. Elder IV and
Fran{\c{c}}oise Fogelman{-}Souli{\'{e}} and
Peter A. Flach and
Mohammed Javeed Zaki},
title = {Relational learning via latent social dimensions},
booktitle = {Proceedings of the 15th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Paris, France, June 28 - July
1, 2009},
pages = {817--826},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1557019.1557109},
doi = {10.1145/1557019.1557109},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/TangL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wikis/MoturuL09,
author = {Sai T. Moturu and
Huan Liu},
editor = {Dirk Riehle and
Amy S. Bruckman},
title = {Evaluating the trustworthiness of Wikipedia articles through quality
and credibility},
booktitle = {Proceedings of the 2009 International Symposium on Wikis, 2009, Orlando,
Florida, USA, October 25-27, 2009},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1641309.1641349},
doi = {10.1145/1641309.1641349},
timestamp = {Tue, 15 Sep 2020 08:36:55 +0200},
biburl = {https://dblp.org/rec/conf/wikis/MoturuL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/complexity/LiuZ09,
author = {Huan Liu and
Zheng Zhao},
editor = {Robert A. Meyers},
title = {Manipulating Data and Dimension Reduction Methods: Feature Selection},
booktitle = {Encyclopedia of Complexity and Systems Science},
pages = {5348--5359},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-0-387-30440-3\_317},
doi = {10.1007/978-0-387-30440-3\_317},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/complexity/LiuZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/dataware/TangLZ09,
author = {Lei Tang and
Huan Liu and
Jianping Zhang},
editor = {John Wang},
title = {Bridging Taxonomic Semantics to Accurate Hierarchical Classification},
booktitle = {Encyclopedia of Data Warehousing and Mining, Second Edition {(4} Volumes)},
pages = {178--182},
publisher = {{IGI} Global},
year = {2009},
url = {http://www.igi-global.com/Bookstore/Chapter.aspx?TitleId=10817},
timestamp = {Sat, 10 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/reference/dataware/TangLZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/db/RefaeilzadehTL09,
author = {Payam Refaeilzadeh and
Lei Tang and
Huan Liu},
editor = {Ling Liu and
M. Tamer {\"{O}}zsu},
title = {Cross-Validation},
booktitle = {Encyclopedia of Database Systems},
pages = {532--538},
publisher = {Springer {US}},
year = {2009},
url = {https://doi.org/10.1007/978-0-387-39940-9\_565},
doi = {10.1007/978-0-387-39940-9\_565},
timestamp = {Sun, 02 Jun 2019 21:10:27 +0200},
biburl = {https://dblp.org/rec/reference/db/RefaeilzadehTL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/db/AgarwalL09,
author = {Nitin Agarwal and
Huan Liu},
editor = {Ling Liu and
M. Tamer {\"{O}}zsu},
title = {Trust in Blogosphere},
booktitle = {Encyclopedia of Database Systems},
pages = {3187--3191},
publisher = {Springer {US}},
year = {2009},
url = {https://doi.org/10.1007/978-0-387-39940-9\_438},
doi = {10.1007/978-0-387-39940-9\_438},
timestamp = {Sat, 10 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/reference/db/AgarwalL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdmmm/SubramanyaWLL08,
author = {Shankara B. Subramanya and
Zheshen Wang and
Baoxin Li and
Huan Liu},
title = {Completing missing views for multiple sources of web media},
journal = {Int. J. Data Min. Model. Manag.},
volume = {1},
number = {1},
pages = {23--44},
year = {2008},
url = {https://doi.org/10.1504/IJDMMM.2008.022536},
doi = {10.1504/IJDMMM.2008.022536},
timestamp = {Thu, 30 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdmmm/SubramanyaWLL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/AgarwalL08,
author = {Nitin Agarwal and
Huan Liu},
title = {Blogosphere: research issues, tools, and applications},
journal = {{SIGKDD} Explor.},
volume = {10},
number = {1},
pages = {18--31},
year = {2008},
url = {https://doi.org/10.1145/1412734.1412737},
doi = {10.1145/1412734.1412737},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/AgarwalL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/TangLZAS08,
author = {Lei Tang and
Huan Liu and
Jianping Zhang and
Nitin Agarwal and
John J. Salerno},
title = {Topic taxonomy adaptation for group profiling},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {1},
number = {4},
pages = {1:1--1:28},
year = {2008},
url = {https://doi.org/10.1145/1324172.1324173},
doi = {10.1145/1324172.1324173},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/TangLZAS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/biostec/MoturuLJ08,
author = {Sai T. Moturu and
Huan Liu and
William G. Johnson},
editor = {Lu{\'{\i}}s Azevedo and
Ana Rita Londral},
title = {Healthcare Risk Modeling for Medicaid Patients - The Impact of Sampling
on the Prediction of High-Cost Patients},
booktitle = {Proceedings of the First International Conference on Health Informatics,
{HEALTHINF} 2008, Funchal, Madeira, Portugal, January 28-31, 2008,
Volume 1},
pages = {126--133},
publisher = {{INSTICC} - Institute for Systems and Technologies of Information,
Control and Communication},
year = {2008},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/biostec/MoturuLJ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/biostec/MoturuLJ08a,
author = {Sai T. Moturu and
Huan Liu and
William G. Johnson},
editor = {Ana L. N. Fred and
Joaquim Filipe and
Hugo Gamboa},
title = {Understanding the Effects of Sampling on Healthcare Risk Modeling
for the Prediction of Future High-Cost Patients},
booktitle = {Biomedical Engineering Systems and Technologies, International Joint
Conference, {BIOSTEC} 2008, Funchal, Madeira, Portugal, January 28-31,
2008, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {25},
pages = {493--506},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-92219-3\_37},
doi = {10.1007/978-3-540-92219-3\_37},
timestamp = {Tue, 16 Aug 2022 23:04:32 +0200},
biburl = {https://dblp.org/rec/conf/biostec/MoturuLJ08a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/SubramanyaL08,
author = {Shankara B. Subramanya and
Huan Liu},
editor = {Ian Soboroff and
Eugene Agichtein and
Ravi Kumar},
title = {Socialtagger - collaborative tagging for blogs in the long tail},
booktitle = {Proceeding of the 2008 {ACM} Workshop on Search in Social Media, {SSM}
2008, Napa Valley, California, USA, October 30, 2008},
pages = {19--26},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1458583.1458588},
doi = {10.1145/1458583.1458588},
timestamp = {Wed, 06 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/SubramanyaL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwe/AgarwalOLS08,
author = {Nitin Agarwal and
Magdiel Galan Oliveras and
Huan Liu and
Shankara B. Subramanya},
editor = {Daniel Schwabe and
Francisco Curbera and
Paul Dantzig},
title = {Clustering Blogs with Collective Wisdom},
booktitle = {Proceedings of the Eighth International Conference on Web Engineering,
{ICWE} 2008, 14-18 July 2008, Yorktown Heights, New York, {USA}},
pages = {336--339},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICWE.2008.9},
doi = {10.1109/ICWE.2008.9},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icwe/AgarwalOLS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/SubramanyaLL08,
author = {Shankara B. Subramanya and
Baoxin Li and
Huan Liu},
title = {Robust integration of multiple information sources by view completion},
booktitle = {Proceedings of the {IEEE} International Conference on Information
Reuse and Integration, {IRI} 2008, 13-15 July 2008, Las Vegas, Nevada,
{USA}},
pages = {398--403},
publisher = {{IEEE} Systems, Man, and Cybernetics Society},
year = {2008},
url = {https://doi.org/10.1109/IRI.2008.4583064},
doi = {10.1109/IRI.2008.4583064},
timestamp = {Sat, 10 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iri/SubramanyaLL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TangLZN08,
author = {Lei Tang and
Huan Liu and
Jianping Zhang and
Zohreh Nazeri},
editor = {Ying Li and
Bing Liu and
Sunita Sarawagi},
title = {Community evolution in dynamic multi-mode networks},
booktitle = {Proceedings of the 14th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August
24-27, 2008},
pages = {677--685},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1401890.1401972},
doi = {10.1145/1401890.1401972},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/TangLZN08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhaoWLYC08,
author = {Zheng Zhao and
Jiangxin Wang and
Huan Liu and
Jieping Ye and
Yung Chang},
editor = {Ying Li and
Bing Liu and
Sunita Sarawagi},
title = {Identifying biologically relevant genes via multiple heterogeneous
data sources},
booktitle = {Proceedings of the 14th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August
24-27, 2008},
pages = {839--847},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1401890.1401990},
doi = {10.1145/1401890.1401990},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhaoWLYC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YeCWLZPBJLAR08,
author = {Jieping Ye and
Kewei Chen and
Teresa Wu and
Jing Li and
Zheng Zhao and
Rinkal Patel and
Min Bae and
Ravi Janardan and
Huan Liu and
Gene E. Alexander and
Eric Reiman},
editor = {Ying Li and
Bing Liu and
Sunita Sarawagi},
title = {Heterogeneous data fusion for alzheimer's disease study},
booktitle = {Proceedings of the 14th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August
24-27, 2008},
pages = {1025--1033},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1401890.1402012},
doi = {10.1145/1401890.1402012},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YeCWLZPBJLAR08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/WongCHL08,
author = {Wai Kit Wong and
David W. Cheung and
Edward Hung and
Huan Liu},
editor = {Takashi Washio and
Einoshin Suzuki and
Kai Ming Ting and
Akihiro Inokuchi},
title = {Protecting Privacy in Incremental Maintenance for Distributed Association
Rule Mining},
booktitle = {Advances in Knowledge Discovery and Data Mining, 12th Pacific-Asia
Conference, {PAKDD} 2008, Osaka, Japan, May 20-23, 2008 Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5012},
pages = {381--392},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-68125-0\_34},
doi = {10.1007/978-3-540-68125-0\_34},
timestamp = {Thu, 23 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/WongCHL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/AgarwalLTY08,
author = {Nitin Agarwal and
Huan Liu and
Lei Tang and
Philip S. Yu},
editor = {Marc Najork and
Andrei Z. Broder and
Soumen Chakrabarti},
title = {Identifying the influential bloggers in a community},
booktitle = {Proceedings of the International Conference on Web Search and Web
Data Mining, {WSDM} 2008, Palo Alto, California, USA, February 11-12,
2008},
pages = {207--218},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1341531.1341559},
doi = {10.1145/1341531.1341559},
timestamp = {Tue, 21 May 2019 11:38:33 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/AgarwalLTY08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/ZhaoL08,
author = {Zheng Zhao and
Huan Liu},
editor = {Yvan Saeys and
Huan Liu and
I{\~{n}}aki Inza and
Louis Wehenkel and
Yves Van de Peer},
title = {Multi-Source Feature Selection via Geometry-Dependent Covariance Analysis},
booktitle = {Third Workshop on New Challenges for Feature Selection in Data Mining
and Knowledge Discovery, {FSDM} 2008, held at {ECML-PKDD} 2008, Antwerp,
Belgium, September 15, 2008},
series = {{JMLR} Proceedings},
volume = {4},
pages = {36--47},
publisher = {JMLR.org},
year = {2008},
url = {http://proceedings.mlr.press/v4/zhao08a.html},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZhaoL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/tf/08/Agarwal0SY08,
author = {Nitin Agarwal and
Huan Liu and
John J. Salerno and
Philip S. Yu},
editor = {Hillol Kargupta and
Jiawei Han and
Philip S. Yu and
Rajeev Motwani and
Vipin Kumar},
title = {Searching for "Familiar Strangers" on Blogosphere},
booktitle = {Next Generation of Data Mining},
series = {Chapman and Hall / {CRC} Data Mining and Knowledge Discovery Series},
publisher = {{CRC} Press / Chapman and Hall / Taylor {\&} Francis},
year = {2008},
url = {https://doi.org/10.1201/9781420085877.ch15},
doi = {10.1201/9781420085877.CH15},
timestamp = {Fri, 29 Apr 2022 17:40:48 +0200},
biburl = {https://dblp.org/rec/books/tf/08/Agarwal0SY08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/wiley/DashL08,
author = {Manoranjan Dash and
Huan Liu},
editor = {Benjamin W. Wah},
title = {Dimensionality Reduction},
booktitle = {Wiley Encyclopedia of Computer Science and Engineering},
publisher = {John Wiley {\&} Sons, Inc.},
year = {2008},
url = {https://doi.org/10.1002/9780470050118.ecse112},
doi = {10.1002/9780470050118.ECSE112},
timestamp = {Fri, 08 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/wiley/DashL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/MoturuJL07,
author = {Sai T. Moturu and
William G. Johnson and
Huan Liu},
title = {Predicting Future High-Cost Patients: {A} Real-World Risk Modeling
Application},
booktitle = {Proceedings of the {IEEE} International Conference on Bioinformatics
and Biomedicine, {BIBM} 2007, Silicon Valley, CA, USA, November 2-4,
2007},
pages = {202--208},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/BIBM.2007.57},
doi = {10.1109/BIBM.2007.57},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/MoturuJL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/YeZL07,
author = {Jieping Ye and
Zheng Zhao and
Huan Liu},
title = {Adaptive Distance Metric Learning for Clustering},
booktitle = {2007 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2007), 18-23 June 2007, Minneapolis, Minnesota,
{USA}},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/CVPR.2007.383103},
doi = {10.1109/CVPR.2007.383103},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/YeZL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhaoL07,
author = {Zheng Zhao and
Huan Liu},
editor = {Zoubin Ghahramani},
title = {Spectral feature selection for supervised and unsupervised learning},
booktitle = {Machine Learning, Proceedings of the Twenty-Fourth International Conference
{(ICML} 2007), Corvallis, Oregon, USA, June 20-24, 2007},
series = {{ACM} International Conference Proceeding Series},
volume = {227},
pages = {1151--1157},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1273496.1273641},
doi = {10.1145/1273496.1273641},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhaoL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhaoL07,
author = {Zheng Zhao and
Huan Liu},
editor = {Manuela M. Veloso},
title = {Searching for Interacting Features},
booktitle = {{IJCAI} 2007, Proceedings of the 20th International Joint Conference
on Artificial Intelligence, Hyderabad, India, January 6-12, 2007},
pages = {1156--1161},
year = {2007},
url = {http://ijcai.org/Proceedings/07/Papers/187.pdf},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhaoL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChenZYL07,
author = {Jianhui Chen and
Zheng Zhao and
Jieping Ye and
Huan Liu},
editor = {Pavel Berkhin and
Rich Caruana and
Xindong Wu},
title = {Nonlinear adaptive distance metric learning for clustering},
booktitle = {Proceedings of the 13th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Jose, California, USA, August
12-15, 2007},
pages = {123--132},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1281192.1281209},
doi = {10.1145/1281192.1281209},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ChenZYL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/FungYLY07,
author = {Gabriel Pui Cheong Fung and
Jeffrey Xu Yu and
Huan Liu and
Philip S. Yu},
editor = {Pavel Berkhin and
Rich Caruana and
Xindong Wu},
title = {Time-dependent event hierarchy construction},
booktitle = {Proceedings of the 13th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Jose, California, USA, August
12-15, 2007},
pages = {300--309},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1281192.1281227},
doi = {10.1145/1281192.1281227},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/FungYLY07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhaoL07,
author = {Zheng Zhao and
Huan Liu},
title = {Semi-supervised Feature Selection via Spectral Analysis},
booktitle = {Proceedings of the Seventh {SIAM} International Conference on Data
Mining, April 26-28, 2007, Minneapolis, Minnesota, {USA}},
pages = {641--646},
publisher = {{SIAM}},
year = {2007},
url = {https://doi.org/10.1137/1.9781611972771.75},
doi = {10.1137/1.9781611972771.75},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhaoL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijitwe/AgarwalHLP06,
author = {Nitin Agarwal and
Ehtesham Haque and
Huan Liu and
Lance Parsons},
title = {A Subspace Clustering Framework for Research Group Collaboration},
journal = {Int. J. Inf. Technol. Web Eng.},
volume = {1},
number = {1},
pages = {35--58},
year = {2006},
url = {https://doi.org/10.4018/jitwe.2006010102},
doi = {10.4018/JITWE.2006010102},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijitwe/AgarwalHLP06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/CandanKLS06,
author = {K. Sel{\c{c}}uk Candan and
Jong Wook Kim and
Huan Liu and
Reshma Suvarna},
title = {Discovering mappings in hierarchical data from multiple sources using
the inherent structure},
journal = {Knowl. Inf. Syst.},
volume = {10},
number = {2},
pages = {185--210},
year = {2006},
url = {https://doi.org/10.1007/s10115-005-0230-9},
doi = {10.1007/S10115-005-0230-9},
timestamp = {Fri, 08 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/CandanKLS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/AgarwalLZ06,
author = {Nitin Agarwal and
Huan Liu and
Jianping Zhang},
title = {Blocking objectionable web content by leveraging multiple information
sources},
journal = {{SIGKDD} Explor.},
volume = {8},
number = {1},
pages = {17--26},
year = {2006},
url = {https://doi.org/10.1145/1147234.1147238},
doi = {10.1145/1147234.1147238},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/AgarwalLZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/FungYWCL06,
author = {Gabriel Pui Cheong Fung and
Jeffrey Xu Yu and
Haixun Wang and
David W. Cheung and
Huan Liu},
title = {A Balanced Ensemble Approach to Weighting Classifiers for Text Classification},
booktitle = {Proceedings of the 6th {IEEE} International Conference on Data Mining
{(ICDM} 2006), 18-22 December 2006, Hong Kong, China},
pages = {869--873},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/ICDM.2006.2},
doi = {10.1109/ICDM.2006.2},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/FungYWCL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SinghiL06,
author = {Surendra K. Singhi and
Huan Liu},
editor = {William W. Cohen and
Andrew W. Moore},
title = {Feature subset selection bias for classification learning},
booktitle = {Machine Learning, Proceedings of the Twenty-Third International Conference
{(ICML} 2006), Pittsburgh, Pennsylvania, USA, June 25-29, 2006},
series = {{ACM} International Conference Proceeding Series},
volume = {148},
pages = {849--856},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1143844.1143951},
doi = {10.1145/1143844.1143951},
timestamp = {Thu, 23 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SinghiL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TangZL06,
author = {Lei Tang and
Jianping Zhang and
Huan Liu},
editor = {Tina Eliassi{-}Rad and
Lyle H. Ungar and
Mark Craven and
Dimitrios Gunopulos},
title = {Acclimatizing taxonomic semantics for hierarchical content classification
from semantics to data-driven taxonomy},
booktitle = {Proceedings of the Twelfth {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August
20-23, 2006},
pages = {384--393},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1150402.1150446},
doi = {10.1145/1150402.1150446},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/TangZL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/LiuDDTTPDLBPZYF05,
author = {Huan Liu and
Edward R. Dougherty and
Jennifer G. Dy and
Kari Torkkola and
Eugene Tuv and
Hanchuan Peng and
Chris H. Q. Ding and
Fuhui Long and
Michael E. Berens and
Lance Parsons and
Zheng Zhao and
Lei Yu and
George Forman},
title = {Evolving Feature Selection},
journal = {{IEEE} Intell. Syst.},
volume = {20},
number = {6},
pages = {64--76},
year = {2005},
url = {https://doi.org/10.1109/MIS.2005.105},
doi = {10.1109/MIS.2005.105},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/expert/LiuDDTTPDLBPZYF05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiuY05,
author = {Huan Liu and
Lei Yu},
title = {Toward Integrating Feature Selection Algorithms for Classification
and Clustering},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {17},
number = {4},
pages = {491--502},
year = {2005},
url = {https://doi.org/10.1109/TKDE.2005.66},
doi = {10.1109/TKDE.2005.66},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LiuY05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dils/SinghBDBKLBR05,
author = {Prabhdeep Singh and
R. Bhimavarapu and
Hasan Davulcu and
Chitta Baral and
Seungchan Kim and
Huan Liu and
Michael L. Bittner and
I. V. Ramakrishnan},
editor = {Bertram Lud{\"{a}}scher and
Louiqa Raschid},
title = {BioLog: {A} Browser Based Collaboration and Resource Navigation Assistant
for BioMedical Researchers},
booktitle = {Data Integration in the Life Sciences, Second InternationalWorkshop,
{DILS} 2005, San Diego, CA, USA, July 20-22, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3615},
pages = {19--30},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11530084\_4},
doi = {10.1007/11530084\_4},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dils/SinghBDBKLBR05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/SinghiL05,
author = {Surendra K. Singhi and
Huan Liu},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Error-Sensitive Grading for Model Combination},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {724--732},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_74},
doi = {10.1007/11564096\_74},
timestamp = {Thu, 23 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/SinghiL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TangL05,
author = {Lei Tang and
Huan Liu},
title = {Bias Analysis in Text Classification for Highly Skewed Data},
booktitle = {Proceedings of the 5th {IEEE} International Conference on Data Mining
{(ICDM} 2005), 27-30 November 2005, Houston, Texas, {USA}},
pages = {781--784},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ICDM.2005.34},
doi = {10.1109/ICDM.2005.34},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/TangL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/JinL05,
author = {Rong Jin and
Huan Liu},
editor = {Leslie Pack Kaelbling and
Alessandro Saffiotti},
title = {Learning with Labeled Sessions},
booktitle = {IJCAI-05, Proceedings of the Nineteenth International Joint Conference
on Artificial Intelligence, Edinburgh, Scotland, UK, July 30 - August
5, 2005},
pages = {740--745},
publisher = {Professional Book Center},
year = {2005},
url = {http://ijcai.org/Proceedings/05/Papers/0897.pdf},
timestamp = {Tue, 11 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/JinL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/JinL05a,
author = {Rong Jin and
Huan Liu},
editor = {Leslie Pack Kaelbling and
Alessandro Saffiotti},
title = {A Novel Approach to Model Generation for Heterogeneous Data Classification},
booktitle = {IJCAI-05, Proceedings of the Nineteenth International Joint Conference
on Artificial Intelligence, Edinburgh, Scotland, UK, July 30 - August
5, 2005},
pages = {746--751},
publisher = {Professional Book Center},
year = {2005},
url = {http://ijcai.org/Proceedings/05/Papers/0896.pdf},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/JinL05a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/waim/AgarwalHLP05,
author = {Nitin Agarwal and
Ehtesham Haque and
Huan Liu and
Lance Parsons},
editor = {Wenfei Fan and
Zhaohui Wu and
Jun Yang},
title = {Research Paper Recommender Systems: {A} Subspace Clustering Approach},
booktitle = {Advances in Web-Age Information Management, 6th International Conference,
{WAIM} 2005, Hangzhou, China, October 11-13, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3739},
pages = {475--491},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11563952\_42},
doi = {10.1007/11563952\_42},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/waim/AgarwalHLP05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/SunZLLC05,
author = {Jian{-}Tao Sun and
Hua{-}Jun Zeng and
Huan Liu and
Yuchang Lu and
Zheng Chen},
editor = {Allan Ellis and
Tatsuya Hagino},
title = {CubeSVD: a novel approach to personalized Web search},
booktitle = {Proceedings of the 14th international conference on World Wide Web,
{WWW} 2005, Chiba, Japan, May 10-14, 2005},
pages = {382--390},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1060745.1060803},
doi = {10.1145/1060745.1060803},
timestamp = {Thu, 23 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/SunZLLC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/LiuMY04,
author = {Huan Liu and
Hiroshi Motoda and
Lei Yu},
title = {A selective sampling approach to active feature selection},
journal = {Artif. Intell.},
volume = {159},
number = {1-2},
pages = {49--74},
year = {2004},
url = {https://doi.org/10.1016/j.artint.2004.05.009},
doi = {10.1016/J.ARTINT.2004.05.009},
timestamp = {Sat, 10 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ai/LiuMY04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/YuL04,
author = {Lei Yu and
Huan Liu},
title = {Efficient Feature Selection via Analysis of Relevance and Redundancy},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {1205--1224},
year = {2004},
url = {http://jmlr.org/papers/volume5/yu04a/yu04a.pdf},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/YuL04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/ParsonsHL04,
author = {Lance Parsons and
Ehtesham Haque and
Huan Liu},
title = {Subspace clustering for high dimensional data: a review},
journal = {{SIGKDD} Explor.},
volume = {6},
number = {1},
pages = {90--105},
year = {2004},
url = {https://doi.org/10.1145/1007730.1007731},
doi = {10.1145/1007730.1007731},
timestamp = {Thu, 23 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/ParsonsHL04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/JinL04,
author = {Rong Jin and
Huan Liu},
editor = {Jean{-}Fran{\c{c}}ois Boulicaut and
Floriana Esposito and
Fosca Giannotti and
Dino Pedreschi},
title = {{SWITCH:} {A} Novel Approach to Ensemble Learning for Heterogeneous
Data},
booktitle = {Machine Learning: {ECML} 2004, 15th European Conference on Machine
Learning, Pisa, Italy, September 20-24, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3201},
pages = {560--562},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30115-8\_51},
doi = {10.1007/978-3-540-30115-8\_51},
timestamp = {Tue, 11 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecml/JinL04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JinL04,
author = {Rong Jin and
Huan Liu},
editor = {Carla E. Brodley},
title = {Robust feature induction for support vector machines},
booktitle = {Machine Learning, Proceedings of the Twenty-first International Conference
{(ICML} 2004), Banff, Alberta, Canada, July 4-8, 2004},
series = {{ACM} International Conference Proceeding Series},
volume = {69},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1015330.1015370},
doi = {10.1145/1015330.1015370},
timestamp = {Thu, 16 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/JinL04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YuL04,
author = {Lei Yu and
Huan Liu},
editor = {Won Kim and
Ron Kohavi and
Johannes Gehrke and
William DuMouchel},
title = {Redundancy based feature selection for microarray data},
booktitle = {Proceedings of the Tenth {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Seattle, Washington, USA, August
22-25, 2004},
pages = {737--742},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1014052.1014149},
doi = {10.1145/1014052.1014149},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YuL04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/MandvikarLM04,
author = {Amit Mandvikar and
Huan Liu and
Hiroshi Motoda},
editor = {Honghua Dai and
Ramakrishnan Srikant and
Chengqi Zhang},
title = {Compact Dual Ensembles for Active Learning},
booktitle = {Advances in Knowledge Discovery and Data Mining, 8th Pacific-Asia
Conference, {PAKDD} 2004, Sydney, Australia, May 26-28, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3056},
pages = {293--297},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-24775-3\_37},
doi = {10.1007/978-3-540-24775-3\_37},
timestamp = {Fri, 04 Jun 2021 18:07:01 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/MandvikarLM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/DashL03,
author = {Manoranjan Dash and
Huan Liu},
title = {Consistency-based search in feature selection},
journal = {Artif. Intell.},
volume = {151},
number = {1-2},
pages = {155--176},
year = {2003},
url = {https://doi.org/10.1016/S0004-3702(03)00079-1},
doi = {10.1016/S0004-3702(03)00079-1},
timestamp = {Fri, 08 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/DashL03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dke/DashLST03,
author = {Manoranjan Dash and
Huan Liu and
Peter Scheuermann and
Kian{-}Lee Tan},
title = {Fast hierarchical clustering and its validation},
journal = {Data Knowl. Eng.},
volume = {44},
number = {1},
pages = {109--138},
year = {2003},
timestamp = {Fri, 08 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dke/DashLST03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YuL03,
author = {Lei Yu and
Huan Liu},
editor = {Tom Fawcett and
Nina Mishra},
title = {Feature Selection for High-Dimensional Data: {A} Fast Correlation-Based
Filter Solution},
booktitle = {Machine Learning, Proceedings of the Twentieth International Conference
{(ICML} 2003), August 21-24, 2003, Washington, DC, {USA}},
pages = {856--863},
publisher = {{AAAI} Press},
year = {2003},
url = {http://www.aaai.org/Library/ICML/2003/icml03-111.php},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YuL03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YuL03,
author = {Lei Yu and
Huan Liu},
editor = {Lise Getoor and
Ted E. Senator and
Pedro M. Domingos and
Christos Faloutsos},
title = {Efficiently handling feature redundancy in high-dimensional data},
booktitle = {Proceedings of the Ninth {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Washington, DC, USA, August 24
- 27, 2003},
pages = {685--690},
publisher = {{ACM}},
year = {2003},
url = {https://doi.org/10.1145/956750.956840},
doi = {10.1145/956750.956840},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YuL03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/LiuYDM03,
author = {Huan Liu and
Lei Yu and
Manoranjan Dash and
Hiroshi Motoda},
editor = {Kyu{-}Young Whang and
Jongwoo Jeon and
Kyuseok Shim and
Jaideep Srivastava},
title = {Active Feature Selection Using Classes},
booktitle = {Advances in Knowledge Discovery and Data Mining, 7th Pacific-Asia
Conference, {PAKDD} 2003, Seoul, Korea, April 30 - May 2, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2637},
pages = {474--485},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-36175-8\_48},
doi = {10.1007/3-540-36175-8\_48},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/LiuYDM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/LiuM02,
author = {Huan Liu and
Hiroshi Motoda},
title = {On Issues of Instance Selection},
journal = {Data Min. Knowl. Discov.},
volume = {6},
number = {2},
pages = {115--130},
year = {2002},
url = {https://doi.org/10.1023/A:1014056429969},
doi = {10.1023/A:1014056429969},
timestamp = {Sat, 10 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/LiuM02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/LiuHTD02,
author = {Huan Liu and
Farhad Hussain and
Chew Lim Tan and
Manoranjan Dash},
title = {Discretization: An Enabling Technique},
journal = {Data Min. Knowl. Discov.},
volume = {6},
number = {4},
pages = {393--423},
year = {2002},
url = {https://doi.org/10.1023/A:1016304305535},
doi = {10.1023/A:1016304305535},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/LiuHTD02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DashCSL02,
author = {Manoranjan Dash and
Kiseok Choi and
Peter Scheuermann and
Huan Liu},
title = {Feature Selection for Clustering - {A} Filter Solution},
booktitle = {Proceedings of the 2002 {IEEE} International Conference on Data Mining
{(ICDM} 2002), 9-12 December 2002, Maebashi City, Japan},
pages = {115--122},
publisher = {{IEEE} Computer Society},
year = {2002},
url = {https://doi.org/10.1109/ICDM.2002.1183893},
doi = {10.1109/ICDM.2002.1183893},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/DashCSL02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuMY02,
author = {Huan Liu and
Hiroshi Motoda and
Lei Yu},
editor = {Claude Sammut and
Achim G. Hoffmann},
title = {Feature Selection with Selective Sampling},
booktitle = {Machine Learning, Proceedings of the Nineteenth International Conference
{(ICML} 2002), University of New South Wales, Sydney, Australia, July
8-12, 2002},
pages = {395--402},
publisher = {Morgan Kaufmann},
year = {2002},
timestamp = {Sat, 10 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiuMY02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/CandanLS01,
author = {K. Sel{\c{c}}uk Candan and
Huan Liu and
Reshma Suvarna},
title = {Resource Description Framework: Metadata and Its Applications},
journal = {{SIGKDD} Explor.},
volume = {3},
number = {1},
pages = {6--19},
year = {2001},
url = {https://doi.org/10.1145/507533.507536},
doi = {10.1145/507533.507536},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/CandanLS01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiuLY01,
author = {Huan Liu and
Hongjun Lu and
Jun Yao},
title = {Toward Multidatabase Mining: Identifying Relevant Databases},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {13},
number = {4},
pages = {541--553},
year = {2001},
url = {https://doi.org/10.1109/69.940731},
doi = {10.1109/69.940731},
timestamp = {Sat, 10 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/LiuLY01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/DashLX01,
author = {Manoranjan Dash and
Huan Liu and
X. Xu},
title = {'1 + 1 {\textgreater} 2': Merging Distance and Density Based Clustering},
booktitle = {Database Systems for Advanced Applications, Proceedings of the 7th
International Conference on Database Systems for Advanced Applications
{(DASFAA} 2001), 18-20 April 2001 - Hong Kong, China},
pages = {32--39},
publisher = {{IEEE} Computer Society},
year = {2001},
url = {https://doi.org/10.1109/DASFAA.2001.916361},
doi = {10.1109/DASFAA.2001.916361},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dasfaa/DashLX01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DashTL01,
author = {Manoranjan Dash and
Kian{-}Lee Tan and
Huan Liu},
editor = {Nick Cercone and
Tsau Young Lin and
Xindong Wu},
title = {Efficient Yet Accurate Clustering},
booktitle = {Proceedings of the 2001 {IEEE} International Conference on Data Mining,
29 November - 2 December 2001, San Jose, California, {USA}},
pages = {99--106},
publisher = {{IEEE} Computer Society},
year = {2001},
url = {https://doi.org/10.1109/ICDM.2001.989506},
doi = {10.1109/ICDM.2001.989506},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/DashTL01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/DashL01,
author = {Manoranjan Dash and
Huan Liu},
editor = {David Wai{-}Lok Cheung and
Graham J. Williams and
Qing Li},
title = {Efficient Hierarchical Clustering Algorithms Using Partially Overlapping
Partitions},
booktitle = {Knowledge Discovery and Data Mining - {PAKDD} 2001, 5th Pacific-Asia
Conference, Hong Kong, China, April 16-18, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2035},
pages = {495--506},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-45357-1\_52},
doi = {10.1007/3-540-45357-1\_52},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/DashL01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/MakawitaTL00,
author = {Dimuthu Prasanna Makawita and
Kian{-}Lee Tan and
Huan Liu},
title = {Sampling from Databases Using B+-Trees},
booktitle = {Proceedings of the 2000 {ACM} {CIKM} International Conference on Information
and Knowledge Management, McLean, VA, USA, November 6-11, 2000},
pages = {158--164},
publisher = {{ACM}},
year = {2000},
url = {https://doi.org/10.1145/354756.354814},
doi = {10.1145/354756.354814},
timestamp = {Thu, 23 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/MakawitaTL00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/HussainLSL00,
author = {Farhad Hussain and
Huan Liu and
Einoshin Suzuki and
Hongjun Lu},
editor = {Takao Terano and
Huan Liu and
Arbee L. P. Chen},
title = {Exception Rule Mining with a Relative Interestingness Measure},
booktitle = {Knowledge Discovery and Data Mining, Current Issues and New Applications,
4th Pacific-Asia Conference, {PADKK} 2000, Kyoto, Japan, April 18-20,
2000, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1805},
pages = {86--97},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-45571-X\_11},
doi = {10.1007/3-540-45571-X\_11},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/HussainLSL00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/DashLM00,
author = {Manoranjan Dash and
Huan Liu and
Hiroshi Motoda},
editor = {Takao Terano and
Huan Liu and
Arbee L. P. Chen},
title = {Consistency Based Feature Selection},
booktitle = {Knowledge Discovery and Data Mining, Current Issues and New Applications,
4th Pacific-Asia Conference, {PADKK} 2000, Kyoto, Japan, April 18-20,
2000, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1805},
pages = {98--109},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-45571-X\_12},
doi = {10.1007/3-540-45571-X\_12},
timestamp = {Sat, 10 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/DashLM00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/DashL00,
author = {Manoranjan Dash and
Huan Liu},
editor = {Takao Terano and
Huan Liu and
Arbee L. P. Chen},
title = {Feature Selection for Clustering},
booktitle = {Knowledge Discovery and Data Mining, Current Issues and New Applications,
4th Pacific-Asia Conference, {PADKK} 2000, Kyoto, Japan, April 18-20,
2000, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1805},
pages = {110--121},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-45571-X\_13},
doi = {10.1007/3-540-45571-X\_13},
timestamp = {Fri, 08 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/DashL00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/SetionoL99,
author = {Rudy Setiono and
Huan Liu},
title = {A connectionist approach to generating oblique decision trees},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {29},
number = {3},
pages = {440--444},
year = {1999},
url = {https://doi.org/10.1109/3477.764880},
doi = {10.1109/3477.764880},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/SetionoL99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compsac/LiuL99,
author = {Huan Liu and
Hongjun Lu},
title = {Mining Weak Rules},
booktitle = {23rd International Computer Software and Applications Conference {(COMPSAC}
'99), 27-19 October 1999, Phoenix, AZ, {USA}},
pages = {309--310},
publisher = {{IEEE} Computer Society},
year = {1999},
url = {https://doi.org/10.1109/CMPSAC.1999.812723},
doi = {10.1109/CMPSAC.1999.812723},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/compsac/LiuL99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/DashLM98,
author = {Manoranjan Dash and
Huan Liu and
Hiroshi Motoda},
editor = {Setsuo Arikawa and
Koichi Furukawa},
title = {Feature Selection Using Consistency Measure},
booktitle = {Discovery Science, Second International Conference, {DS} '99, Tokyo,
Japan, December, 1999, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1721},
pages = {319--320},
publisher = {Springer},
year = {1999},
url = {https://doi.org/10.1007/3-540-46846-3\_30},
doi = {10.1007/3-540-46846-3\_30},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/dis/DashLM98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmkd/DashL99,
author = {Manoranjan Dash and
Huan Liu},
editor = {Kyuseok Shim and
Ramakrishnan Srikant},
title = {Handling Large Unsupervised Data via Dimensionality Reduction},
booktitle = {1999 {ACM} {SIGMOD} Workshop on Research Issues in Data Mining and
Knowledge Discovery, Philadelphia, USA, May 30, 1999},
year = {1999},
url = {http://www.almaden.ibm.com/cs/dmkd/papers/dash.ps},
timestamp = {Fri, 08 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dmkd/DashL99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/LiuLFH99,
author = {Huan Liu and
Hongjun Lu and
Ling Feng and
Farhad Hussain},
editor = {Ning Zhong and
Lizhu Zhou},
title = {Efficient Search of Reliable Exceptions},
booktitle = {Methodologies for Knowledge Discovery and Data Mining, Third Pacific-Asia
Conference, PAKDD-99, Beijing, China, April 26-28, 1999, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1574},
pages = {194--203},
publisher = {Springer},
year = {1999},
url = {https://doi.org/10.1007/3-540-48912-6\_27},
doi = {10.1007/3-540-48912-6\_27},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/LiuLFH99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/kl/LiuM98,
author = {Huan Liu and
Hiroshi Motoda},
title = {Feature Selection for Knowledge Discovery and Data Mining},
series = {The Springer International Series in Engineering and Computer Science},
volume = {454},
publisher = {Kluwer},
year = {1998},
url = {https://doi.org/10.1007/978-1-4615-5689-3},
doi = {10.1007/978-1-4615-5689-3},
isbn = {978-1-4613-7604-0},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/kl/LiuM98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/LiuS98,
author = {Huan Liu and
Rudy Setiono},
title = {Incremental Feature Selection},
journal = {Appl. Intell.},
volume = {9},
number = {3},
pages = {217--230},
year = {1998},
url = {https://doi.org/10.1023/A:1008363719778},
doi = {10.1023/A:1008363719778},
timestamp = {Wed, 07 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/LiuS98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/connection/SetionoL98,
author = {Rudy Setiono and
Huan Liu},
title = {Analysis of Hidden Representations by Greedy Clustering},
journal = {Connect. Sci.},
volume = {10},
number = {1},
pages = {21--42},
year = {1998},
url = {https://doi.org/10.1080/095400998116567},
doi = {10.1080/095400998116567},
timestamp = {Wed, 07 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/connection/SetionoL98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/LiuM98,
author = {Huan Liu and
Hiroshi Motoda},
title = {Guest Editors' Introduction: Feature Transformation and Subset Selection},
journal = {{IEEE} Intell. Syst.},
volume = {13},
number = {2},
pages = {26--28},
year = {1998},
url = {https://doi.org/10.1109/MIS.1998.671088},
doi = {10.1109/MIS.1998.671088},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/expert/LiuM98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/LiuS98,
author = {Huan Liu and
Rudy Setiono},
editor = {Setsuo Arikawa and
Hiroshi Motoda},
title = {Feature Transformation and Multivariate Decision Tree Induction},
booktitle = {Discovery Science, First International Conference, {DS} '98, Fukuoka,
Japan, December 14-16, 1998, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1532},
pages = {279--290},
publisher = {Springer},
year = {1998},
url = {https://doi.org/10.1007/3-540-49292-5\_25},
doi = {10.1007/3-540-49292-5\_25},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/dis/LiuS98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/LiuMD98,
author = {Huan Liu and
Hiroshi Motoda and
Manoranjan Dash},
editor = {Claire Nedellec and
C{\'{e}}line Rouveirol},
title = {A Monotonic Measure for Optimal Feature Selection},
booktitle = {Machine Learning: ECML-98, 10th European Conference on Machine Learning,
Chemnitz, Germany, April 21-23, 1998, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1398},
pages = {101--106},
publisher = {Springer},
year = {1998},
url = {https://doi.org/10.1007/BFb0026678},
doi = {10.1007/BFB0026678},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecml/LiuMD98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/SetionoL98,
author = {Rudy Setiono and
Huan Liu},
title = {Fragmentation problem and automated feature construction},
booktitle = {Tenth {IEEE} International Conference on Tools with Artificial Intelligence,
{ICTAI} '98, Taipei, Taiwan, November 10-12, 1998},
pages = {208--215},
publisher = {{IEEE} Computer Society},
year = {1998},
url = {https://doi.org/10.1109/TAI.1998.744845},
doi = {10.1109/TAI.1998.744845},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/SetionoL98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/LiuLY98,
author = {Huan Liu and
Hongjun Lu and
Jun Yao},
editor = {Xindong Wu and
Kotagiri Ramamohanarao and
Kevin B. Korb},
title = {Identifying Relevant Databases for Multidatabase Mining},
booktitle = {Research and Development in Knowledge Discovery and Data Mining, Second
Pacific-Asia Conference, PAKDD-98, Melbourne, Australia, April 15-17,
1998, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1394},
pages = {210--221},
publisher = {Springer},
year = {1998},
url = {https://doi.org/10.1007/3-540-64383-4\_18},
doi = {10.1007/3-540-64383-4\_18},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/LiuLY98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pricai/DashL98,
author = {Manoranjan Dash and
Huan Liu},
editor = {Hing{-}Yan Lee and
Hiroshi Motoda},
title = {Hybrid Search of Feature Subsets},
booktitle = {PRICAI'98, Topics in Artificial Intelligence, 5th Pacific Rim International
Conference on Artificial Intelligence, Singapore, November 22-27,
1998, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1531},
pages = {238--249},
publisher = {Springer},
year = {1998},
url = {https://doi.org/10.1007/BFb0095273},
doi = {10.1007/BFB0095273},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/pricai/DashL98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/DashL97,
author = {Manoranjan Dash and
Huan Liu},
title = {Feature Selection for Classification},
journal = {Intell. Data Anal.},
volume = {1},
number = {1-4},
pages = {131--156},
year = {1997},
url = {https://doi.org/10.1016/S1088-467X(97)00008-5},
doi = {10.1016/S1088-467X(97)00008-5},
timestamp = {Fri, 08 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/DashL97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/SetionoL97,
author = {Rudy Setiono and
Huan Liu},
title = {NeuroLinear: From neural networks to oblique decision rules},
journal = {Neurocomputing},
volume = {17},
number = {1},
pages = {1--24},
year = {1997},
url = {https://doi.org/10.1016/S0925-2312(97)00038-6},
doi = {10.1016/S0925-2312(97)00038-6},
timestamp = {Wed, 07 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/SetionoL97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiuS97,
author = {Huan Liu and
Rudy Setiono},
title = {Feature Selection via Discretization},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {9},
number = {4},
pages = {642--645},
year = {1997},
url = {https://doi.org/10.1109/69.617056},
doi = {10.1109/69.617056},
timestamp = {Wed, 07 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/LiuS97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/SetionoL97,
author = {Rudy Setiono and
Huan Liu},
title = {Neural-network feature selector},
journal = {{IEEE} Trans. Neural Networks},
volume = {8},
number = {3},
pages = {654--662},
year = {1997},
url = {https://doi.org/10.1109/72.572104},
doi = {10.1109/72.572104},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/SetionoL97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/SetionoL97,
author = {Rudy Setiono and
Huan Liu},
editor = {Maarten van Someren and
Gerhard Widmer},
title = {NeuroLinear: {A} System for Extracting Oblique Decision Rules from
Neural Networks},
booktitle = {Machine Learning: ECML-97, 9th European Conference on Machine Learning,
Prague, Czech Republic, April 23-25, 1997, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1224},
pages = {221--233},
publisher = {Springer},
year = {1997},
url = {https://doi.org/10.1007/3-540-62858-4\_87},
doi = {10.1007/3-540-62858-4\_87},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecml/SetionoL97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/SetionoL96,
author = {Rudy Setiono and
Huan Liu},
title = {Improving Backpropagation Learning with Feature Selection},
journal = {Appl. Intell.},
volume = {6},
number = {2},
pages = {129--139},
year = {1996},
url = {https://doi.org/10.1007/BF00117813},
doi = {10.1007/BF00117813},
timestamp = {Wed, 07 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/SetionoL96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computer/SetionoL96,
author = {Rudy Setiono and
Huan Liu},
title = {Symbolic Representation of Neural Networks},
journal = {Computer},
volume = {29},
number = {3},
pages = {71--77},
year = {1996},
url = {https://doi.org/10.1109/2.485895},
doi = {10.1109/2.485895},
timestamp = {Wed, 12 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/computer/SetionoL96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/LiuS96,
author = {Huan Liu and
Rudy Setiono},
title = {Dimensionality reduction via discretization},
journal = {Knowl. Based Syst.},
volume = {9},
number = {1},
pages = {67--72},
year = {1996},
url = {https://doi.org/10.1016/0950-7051(95)01030-0},
doi = {10.1016/0950-7051(95)01030-0},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/LiuS96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LuSL96,
author = {Hongjun Lu and
Rudy Setiono and
Huan Liu},
title = {Effective Data Mining Using Neural Networks},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {8},
number = {6},
pages = {957--961},
year = {1996},
url = {https://doi.org/10.1109/69.553163},
doi = {10.1109/69.553163},
timestamp = {Wed, 07 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/LuSL96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuS96,
author = {Huan Liu and
Rudy Setiono},
editor = {Lorenza Saitta},
title = {A Probabilistic Approach to Feature Selection - {A} Filter Solution},
booktitle = {Machine Learning, Proceedings of the Thirteenth International Conference
{(ICML} '96), Bari, Italy, July 3-6, 1996},
pages = {319--327},
publisher = {Morgan Kaufmann},
year = {1996},
timestamp = {Wed, 07 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiuS96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/LiuS96,
author = {Huan Liu and
Rudy Setiono},
editor = {Takushi Tanaka and
Setsuo Ohsuga and
Moonis Ali},
title = {Feature Selection and Classification - {A} Probabilistic Wrapper Approach},
booktitle = {Industrial and Engineering Applications of Artificial Intelligence
and Expert Systems, Proceedings of the Ninth International Conference,
Fukuoka, Japan, June 4-7, 1996},
pages = {419--424},
publisher = {Gordon and Breach Science Publishers},
year = {1996},
timestamp = {Wed, 07 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ieaaie/LiuS96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dood/LuSL95,
author = {Hongjun Lu and
Rudy Setiono and
Huan Liu},
editor = {KayLiang Ong and
Stefan Conrad and
Tok Wang Ling},
title = {Towards Effective Classfication Rule Extraction (Abstract)},
booktitle = {Proceedings of the {DOOD} 1995 Post-Conference Workshops on Integration
of Knowledge Discovery in Databases with Deductive and Object-Oriented
Databases {(KDOOD)} and Temporal Reasoning in Deductive and Object-Oriented
Databases (TDOOD), December 8, 1995, Singapore},
pages = {47--49},
publisher = {National University of Singapore},
year = {1995},
timestamp = {Tue, 30 Jul 2019 13:51:57 +0200},
biburl = {https://dblp.org/rec/conf/dood/LuSL95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/LiuS95,
author = {Huan Liu and
Rudy Setiono},
title = {Chi2: feature selection and discretization of numeric attributes},
booktitle = {Seventh International Conference on Tools with Artificial Intelligence,
{ICTAI} '95, Herndon, VA, USA, November 5-8, 1995},
pages = {388--391},
publisher = {{IEEE} Computer Society},
year = {1995},
url = {https://doi.org/10.1109/TAI.1995.479783},
doi = {10.1109/TAI.1995.479783},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/LiuS95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/SetionoL95,
author = {Rudy Setiono and
Huan Liu},
title = {Understanding Neural Networks via Rule Extraction},
booktitle = {Proceedings of the Fourteenth International Joint Conference on Artificial
Intelligence, {IJCAI} 95, Montr{\'{e}}al Qu{\'{e}}bec, Canada,
August 20-25 1995, 2 Volumes},
pages = {480--487},
publisher = {Morgan Kaufmann},
year = {1995},
url = {http://ijcai.org/Proceedings/95-1/Papers/063.pdf},
timestamp = {Tue, 20 Aug 2019 16:17:30 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/SetionoL95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/LuSL95,
author = {Hongjun Lu and
Rudy Setiono and
Huan Liu},
editor = {Umeshwar Dayal and
Peter M. D. Gray and
Shojiro Nishio},
title = {NeuroRule: {A} Connectionist Approach to Data Mining},
booktitle = {VLDB'95, Proceedings of 21th International Conference on Very Large
Data Bases, September 11-15, 1995, Zurich, Switzerland},
pages = {478--489},
publisher = {Morgan Kaufmann},
year = {1995},
url = {http://www.vldb.org/conf/1995/P478.PDF},
timestamp = {Tue, 20 Feb 2018 15:19:44 +0100},
biburl = {https://dblp.org/rec/conf/vldb/LuSL95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/trob/BekeyLTK93,
author = {George A. Bekey and
Huan Liu and
Rajko Tomovic and
Walter J. Karplus},
title = {Knowledge-based control of grasping in robot hands using heuristics
from human motor skills},
journal = {{IEEE} Trans. Robotics Autom.},
volume = {9},
number = {6},
pages = {709--722},
year = {1993},
url = {https://doi.org/10.1109/70.265915},
doi = {10.1109/70.265915},
timestamp = {Tue, 19 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/trob/BekeyLTK93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/LiuIB89,
author = {Huan Liu and
Thea Iberall and
George A. Bekey},
title = {The multi-dimensional quality of task requirements for dextrous robot
hand control},
booktitle = {Proceedings of the 1989 {IEEE} International Conference on Robotics
and Automation, Scottsdale, Arizona, USA, May 14-19, 1989},
pages = {452--457},
publisher = {{IEEE} Computer Society},
year = {1989},
url = {https://doi.org/10.1109/ROBOT.1989.100028},
doi = {10.1109/ROBOT.1989.100028},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icra/LiuIB89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnn/LiuIB88,
author = {Huan Liu and
Thea Iberall and
George A. Bekey},
title = {Building a generic architecture for robot hand control},
booktitle = {Proceedings of International Conference on Neural Networks (ICNN'88),
San Diego, CA, USA, July 24-27, 1988},
pages = {567--574},
publisher = {{IEEE}},
year = {1988},
url = {https://doi.org/10.1109/ICNN.1988.23973},
doi = {10.1109/ICNN.1988.23973},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icnn/LiuIB88.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/RaoMLB88,
author = {Kashipati Rao and
G{\'{e}}rard G. Medioni and
Huan Liu and
George A. Bekey},
title = {Robot hand-eye coordination: shape description and grasping},
booktitle = {Proceedings of the 1988 {IEEE} International Conference on Robotics
and Automation, Philadelphia, Pennsylvania, USA, April 24-29, 1988},
pages = {407--411},
publisher = {{IEEE} Computer Society},
year = {1988},
url = {https://doi.org/10.1109/ROBOT.1988.12082},
doi = {10.1109/ROBOT.1988.12082},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/RaoMLB88.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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