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BibTeX records: Sihong Xie
@article{DBLP:journals/corr/abs-2402-15941, author = {Ainara Garcia and Sihong Xie and Arielle Carr}, title = {Implementing Recycling Methods for Linear Systems in Python with an Application to Multiple Objective Optimization}, journal = {CoRR}, volume = {abs/2402.15941}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.15941}, doi = {10.48550/ARXIV.2402.15941}, eprinttype = {arXiv}, eprint = {2402.15941}, timestamp = {Mon, 25 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-15941.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-06425, author = {Yazheng Liu and Xi Zhang and Sihong Xie}, title = {A Differential Geometric View and Explainability of {GNN} on Evolving Graphs}, journal = {CoRR}, volume = {abs/2403.06425}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.06425}, doi = {10.48550/ARXIV.2403.06425}, eprinttype = {arXiv}, eprint = {2403.06425}, timestamp = {Thu, 23 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-06425.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-15025, author = {Rui Xu and Yue Sun and Chao Chen and Parv Venkitasubramaniam and Sihong Xie}, title = {Robust Conformal Prediction under Distribution Shift via Physics-Informed Structural Causal Model}, journal = {CoRR}, volume = {abs/2403.15025}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.15025}, doi = {10.48550/ARXIV.2403.15025}, eprinttype = {arXiv}, eprint = {2403.15025}, timestamp = {Tue, 09 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-15025.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-01217, author = {Yue Sun and Chao Chen and Yuesheng Xu and Sihong Xie and Rick S. Blum and Parv Venkitasubramaniam}, title = {Incorporating Domain Differential Equations into Graph Convolutional Networks to Lower Generalization Discrepancy}, journal = {CoRR}, volume = {abs/2404.01217}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.01217}, doi = {10.48550/ARXIV.2404.01217}, eprinttype = {arXiv}, eprint = {2404.01217}, timestamp = {Wed, 08 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-01217.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-14642, author = {Chao Chen and Chenghua Guo and Rui Xu and Xiangwen Liao and Xi Zhang and Sihong Xie and Hui Xiong and Philip S. Yu}, title = {Uncertainty Quantification on Graph Learning: {A} Survey}, journal = {CoRR}, volume = {abs/2404.14642}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.14642}, doi = {10.48550/ARXIV.2404.14642}, eprinttype = {arXiv}, eprint = {2404.14642}, timestamp = {Mon, 27 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-14642.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-18279, author = {Zesheng Hong and Yubiao Yue and Yubin Chen and Huanjie Lin and Yuanmei Luo and Mini Han Wang and Weidong Wang and Jialong Xu and Xiaoqi Yang and Zhenzhang Li and Sihong Xie}, title = {Out-of-distribution Detection in Medical Image Analysis: {A} survey}, journal = {CoRR}, volume = {abs/2404.18279}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.18279}, doi = {10.48550/ARXIV.2404.18279}, eprinttype = {arXiv}, eprint = {2404.18279}, timestamp = {Tue, 04 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-18279.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/SunZMXLY23, author = {Mengzhu Sun and Xi Zhang and Jianqiang Ma and Sihong Xie and Yazheng Liu and Philip S. Yu}, title = {Inconsistent Matters: {A} Knowledge-Guided Dual-Consistency Network for Multi-Modal Rumor Detection}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {35}, number = {12}, pages = {12736--12749}, year = {2023}, url = {https://doi.org/10.1109/TKDE.2023.3275586}, doi = {10.1109/TKDE.2023.3275586}, timestamp = {Tue, 28 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tkde/SunZMXLY23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/Liu0X23, author = {Yazheng Liu and Xi Zhang and Sihong Xie}, title = {A Differential Geometric View and Explainability of {GNN} on Evolving Graphs}, booktitle = {The Eleventh International Conference on Learning Representations, {ICLR} 2023, Kigali, Rwanda, May 1-5, 2023}, publisher = {OpenReview.net}, year = {2023}, url = {https://openreview.net/forum?id=lRdhvzMpVYV}, timestamp = {Wed, 24 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/Liu0X23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmla/GarciaXC23, author = {Ainara Garcia and Sihong Xie and Arielle Carr}, title = {Implementing Recycling Methods for Linear Systems in Python with an Application to Multiple Objective Optimization}, booktitle = {International Conference on Machine Learning and Applications, {ICMLA} 2023, Jacksonville, FL, USA, December 15-17, 2023}, pages = {1759--1764}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/ICMLA58977.2023.00267}, doi = {10.1109/ICMLA58977.2023.00267}, timestamp = {Tue, 02 Apr 2024 21:06:13 +0200}, biburl = {https://dblp.org/rec/conf/icmla/GarciaXC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/LyuYLXYZ23, author = {Yuefei Lyu and Xiaoyu Yang and Jiaxin Liu and Sihong Xie and Philip S. Yu and Xi Zhang}, title = {Interpretable and Effective Reinforcement Learning for Attacking against Graph-based Rumor Detection}, booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2023, Gold Coast, Australia, June 18-23, 2023}, pages = {1--9}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/IJCNN54540.2023.10191290}, doi = {10.1109/IJCNN54540.2023.10191290}, timestamp = {Wed, 09 Aug 2023 16:25:09 +0200}, biburl = {https://dblp.org/rec/conf/ijcnn/LyuYLXYZ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/KulkarniCX023, author = {Adithya Kulkarni and Mohna Chakraborty and Sihong Xie and Qi Li}, editor = {Robin J. Evans and Ilya Shpitser}, title = {Optimal Budget Allocation for Crowdsourcing Labels for Graphs}, booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August 2023, Pittsburgh, PA, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {216}, pages = {1154--1163}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v216/kulkarni23a.html}, timestamp = {Mon, 28 Aug 2023 17:23:08 +0200}, biburl = {https://dblp.org/rec/conf/uai/KulkarniCX023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2306-02137, author = {Mengzhu Sun and Xi Zhang and Jianqiang Ma and Sihong Xie and Yazheng Liu and Philip S. Yu}, title = {Inconsistent Matters: {A} Knowledge-guided Dual-consistency Network for Multi-modal Rumor Detection}, journal = {CoRR}, volume = {abs/2306.02137}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2306.02137}, doi = {10.48550/ARXIV.2306.02137}, eprinttype = {arXiv}, eprint = {2306.02137}, timestamp = {Mon, 12 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2306-02137.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2307-04024, author = {Chao Chen and Chenghua Guo and Guixiang Ma and Ming Zeng and Xi Zhang and Sihong Xie}, title = {Robust Ranking Explanations}, journal = {CoRR}, volume = {abs/2307.04024}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2307.04024}, doi = {10.48550/ARXIV.2307.04024}, eprinttype = {arXiv}, eprint = {2307.04024}, timestamp = {Mon, 24 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2307-04024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-14479, author = {Rongsheng Wang and Qi Li and Sihong Xie}, title = {DetectGPT-SC: Improving Detection of Text Generated by Large Language Models through Self-Consistency with Masked Predictions}, journal = {CoRR}, volume = {abs/2310.14479}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.14479}, doi = {10.48550/ARXIV.2310.14479}, eprinttype = {arXiv}, eprint = {2310.14479}, timestamp = {Mon, 30 Oct 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-14479.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bdc/WangCX22, author = {Sean Wang and Arielle Carr and Sihong Xie}, title = {A Predictor-Corrector Method for Multi-objective Optimization in Fair Machine Learning}, booktitle = {{IEEE/ACM} International Conference on Big Data Computing, Applications and Technologies, {BDCAT} 2022, Vancouver, WA, USA, December 6-9, 2022}, pages = {242--247}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/BDCAT56447.2022.00041}, doi = {10.1109/BDCAT56447.2022.00041}, timestamp = {Sat, 25 Mar 2023 16:11:39 +0100}, biburl = {https://dblp.org/rec/conf/bdc/WangCX22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdataconf/EnouenMWCX22, author = {Eric Enouen and Katja Mathesius and Sean Wang and Arielle Carr and Sihong Xie}, 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 = {Efficient Multiple Objective Optimization for Fair Misinformation Detection}, booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka, Japan, December 17-20, 2022}, pages = {16--25}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/BigData55660.2022.10020909}, doi = {10.1109/BIGDATA55660.2022.10020909}, timestamp = {Tue, 11 Jun 2024 10:44:02 +0200}, biburl = {https://dblp.org/rec/conf/bigdataconf/EnouenMWCX22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdataconf/LiuZX22, author = {Yazheng Liu and Xi Zhang and Sihong Xie}, 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 = {Trade less Accuracy for Fairness and Trade-off Explanation for {GNN}}, booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka, Japan, December 17-20, 2022}, pages = {4681--4690}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/BigData55660.2022.10020318}, doi = {10.1109/BIGDATA55660.2022.10020318}, timestamp = {Fri, 18 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/bigdataconf/LiuZX22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/BhattacharyaGJK22, author = {Pamela Bhattacharya and Jing Gao and Meng Jiang and Mehran Kafai and Srijan Kumar and Qi Li and Neil Shah and Sihong Xie and Philip S. Yu and Ming Zeng}, editor = {Aidong Zhang and Huzefa Rangwala}, title = {Joint International Workshop on Misinformation and Misbehavior Mining on the Web {\&} Making a Credible Web for Tomorrow (MIS2-TrueFact)}, booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14 - 18, 2022}, pages = {4854--4855}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3534678.3542898}, doi = {10.1145/3534678.3542898}, timestamp = {Mon, 28 Aug 2023 21:17:29 +0200}, biburl = {https://dblp.org/rec/conf/kdd/BhattacharyaGJK22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2201-05819, author = {Yuefei Lyu and Xiaoyu Yang and Jiaxin Liu and Sihong Xie and Xi Zhang}, title = {Interpretable and Effective Reinforcement Learning for Attacking against Graph-based Rumor Detection}, journal = {CoRR}, volume = {abs/2201.05819}, year = {2022}, url = {https://arxiv.org/abs/2201.05819}, eprinttype = {arXiv}, eprint = {2201.05819}, timestamp = {Thu, 04 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2201-05819.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2204-11164, author = {Jiaxin Liu and Yuefei Lyu and Xi Zhang and Sihong Xie}, title = {Subgroup Fairness in Graph-based Spam Detection}, journal = {CoRR}, volume = {abs/2204.11164}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2204.11164}, doi = {10.48550/ARXIV.2204.11164}, eprinttype = {arXiv}, eprint = {2204.11164}, timestamp = {Thu, 04 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2204-11164.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2209-07245, author = {Eric Enouen and Katja Mathesius and Sean Wang and Arielle Carr and Sihong Xie}, title = {Efficient first-order predictor-corrector multiple objective optimization for fair misinformation detection}, journal = {CoRR}, volume = {abs/2209.07245}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2209.07245}, doi = {10.48550/ARXIV.2209.07245}, eprinttype = {arXiv}, eprint = {2209.07245}, timestamp = {Thu, 13 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2209-07245.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2212-14106, author = {Chao Chen and Chenghua Guo and Guixiang Ma and Xi Zhang and Sihong Xie}, title = {Robust Ranking Explanations}, journal = {CoRR}, volume = {abs/2212.14106}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2212.14106}, doi = {10.48550/ARXIV.2212.14106}, eprinttype = {arXiv}, eprint = {2212.14106}, timestamp = {Sun, 08 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2212-14106.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/access/0068CYX21, author = {Tao Wang and Yuzhi Chen and Jin Yu and Sihong Xie}, title = {Formation Mechanisms and Clustering Differences in Risky Riding Behaviors of Electric Bike Riders}, journal = {{IEEE} Access}, volume = {9}, pages = {119712--119721}, year = {2021}, url = {https://doi.org/10.1109/ACCESS.2021.3108039}, doi = {10.1109/ACCESS.2021.3108039}, timestamp = {Wed, 15 Dec 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/access/0068CYX21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/BurkholderKXLCX21, author = {Kai Burkholder and Kenny Kwock and Yuesheng Xu and Jiaxin Liu and Chao Chen and Sihong Xie}, editor = {Gianluca Demartini and Guido Zuccon and J. Shane Culpepper and Zi Huang and Hanghang Tong}, title = {Certification and Trade-off of Multiple Fairness Criteria in Graph-based Spam Detection}, booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021}, pages = {130--139}, publisher = {{ACM}}, year = {2021}, url = {https://doi.org/10.1145/3459637.3482325}, doi = {10.1145/3459637.3482325}, timestamp = {Tue, 16 Aug 2022 23:04:38 +0200}, biburl = {https://dblp.org/rec/conf/cikm/BurkholderKXLCX21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/LiuCLZX21, author = {Yifei Liu and Chao Chen and Yazheng Liu and Xi Zhang and Sihong Xie}, editor = {James Bailey and Pauli Miettinen and Yun Sing Koh and Dacheng Tao and Xindong Wu}, title = {Multi-objective Explanations of {GNN} Predictions}, booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland, New Zealand, December 7-10, 2021}, pages = {409--418}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/ICDM51629.2021.00052}, doi = {10.1109/ICDM51629.2021.00052}, timestamp = {Thu, 04 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icdm/LiuCLZX21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/SabetpourKXL21, author = {Nasim Sabetpour and Adithya Kulkarni and Sihong Xie and Qi Li}, editor = {James Bailey and Pauli Miettinen and Yun Sing Koh and Dacheng Tao and Xindong Wu}, title = {Truth Discovery in Sequence Labels from Crowds}, booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland, New Zealand, December 7-10, 2021}, pages = {539--548}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/ICDM51629.2021.00065}, doi = {10.1109/ICDM51629.2021.00065}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icdm/SabetpourKXL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/ChenSMKRZX21, author = {Chao Chen and Yifan Shen and Guixiang Ma and Xiangnan Kong and Srinivas Rangarajan and Xi Zhang and Sihong Xie}, editor = {James Bailey and Pauli Miettinen and Yun Sing Koh and Dacheng Tao and Xindong Wu}, title = {Self-learn to Explain Siamese Networks Robustly}, booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland, New Zealand, December 7-10, 2021}, pages = {1018--1023}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/ICDM51629.2021.00116}, doi = {10.1109/ICDM51629.2021.00116}, timestamp = {Thu, 04 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icdm/ChenSMKRZX21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/YinLKHX21, author = {Hang Yin and John Boaz Lee and Xiangnan Kong and Thomas Hartvigsen and Sihong Xie}, editor = {Feida Zhu and Beng Chin Ooi and Chunyan Miao}, title = {Energy-Efficient Models for High-Dimensional Spike Train Classification using Sparse Spiking Neural Networks}, booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, Virtual Event, Singapore, August 14-18, 2021}, pages = {2017--2025}, publisher = {{ACM}}, year = {2021}, url = {https://doi.org/10.1145/3447548.3467252}, doi = {10.1145/3447548.3467252}, timestamp = {Mon, 16 Aug 2021 16:18:31 +0200}, biburl = {https://dblp.org/rec/conf/kdd/YinLKHX21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/MukherjeeLXYG21, author = {Subhabrata Mukherjee and Qi Li and Sihong Xie and Philip S. Yu and Jing Gao}, editor = {Feida Zhu and Beng Chin Ooi and Chunyan Miao}, title = {The Third International TrueFact Workshop: Making a Credible Web for Tomorrow}, booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, Virtual Event, Singapore, August 14-18, 2021}, pages = {4143--4144}, publisher = {{ACM}}, year = {2021}, url = {https://doi.org/10.1145/3447548.3469467}, doi = {10.1145/3447548.3469467}, timestamp = {Sat, 05 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/MukherjeeLXYG21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2109-04470, author = {Nasim Sabetpour and Adithya Kulkarni and Sihong Xie and Qi Li}, title = {Truth Discovery in Sequence Labels from Crowds}, journal = {CoRR}, volume = {abs/2109.04470}, year = {2021}, url = {https://arxiv.org/abs/2109.04470}, eprinttype = {arXiv}, eprint = {2109.04470}, timestamp = {Mon, 15 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2109-04470.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2109-07371, author = {Chao Chen and Yifan Shen and Guixiang Ma and Xiangnan Kong and Srinivas Rangarajan and Xi Zhang and Sihong Xie}, title = {Self-learn to Explain Siamese Networks Robustly}, journal = {CoRR}, volume = {abs/2109.07371}, year = {2021}, url = {https://arxiv.org/abs/2109.07371}, eprinttype = {arXiv}, eprint = {2109.07371}, timestamp = {Thu, 04 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2109-07371.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2111-10037, author = {Yazheng Liu and Xi Zhang and Sihong Xie}, title = {Explaining {GNN} over Evolving Graphs using Information Flow}, journal = {CoRR}, volume = {abs/2111.10037}, year = {2021}, url = {https://arxiv.org/abs/2111.10037}, eprinttype = {arXiv}, eprint = {2111.10037}, timestamp = {Thu, 04 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2111-10037.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2111-14651, author = {Yifei Liu and Chao Chen and Yazheng Liu and Xi Zhang and Sihong Xie}, title = {Multi-objective Explanations of {GNN} Predictions}, journal = {CoRR}, volume = {abs/2111.14651}, year = {2021}, url = {https://arxiv.org/abs/2111.14651}, eprinttype = {arXiv}, eprint = {2111.14651}, timestamp = {Thu, 04 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2111-14651.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/LiuCLZX20, author = {Yifei Liu and Chao Chen and Yazheng Liu and Xi Zhang and Sihong Xie}, editor = {Mathieu d'Aquin and Stefan Dietze and Claudia Hauff and Edward Curry and Philippe Cudr{\'{e}}{-}Mauroux}, title = {Shapley Values and Meta-Explanations for Probabilistic Graphical Model Inference}, booktitle = {{CIKM} '20: The 29th {ACM} International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020}, pages = {945--954}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3340531.3411881}, doi = {10.1145/3340531.3411881}, timestamp = {Thu, 04 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cikm/LiuCLZX20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/ZhuCX20, author = {Shengli Zhu and Jakob Coles and Sihong Xie}, editor = {Mathieu d'Aquin and Stefan Dietze and Claudia Hauff and Edward Curry and Philippe Cudr{\'{e}}{-}Mauroux}, title = {Active Search using Meta-Bandits}, booktitle = {{CIKM} '20: The 29th {ACM} International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020}, pages = {3493--3496}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3340531.3417409}, doi = {10.1145/3340531.3417409}, timestamp = {Mon, 19 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cikm/ZhuCX20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/DouMYX20, author = {Yingtong Dou and Guixiang Ma and Philip S. Yu and Sihong Xie}, editor = {Rajesh Gupta and Yan Liu and Jiliang Tang and B. Aditya Prakash}, title = {Robust Spammer Detection by Nash Reinforcement Learning}, booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, Virtual Event, CA, USA, August 23-27, 2020}, pages = {924--933}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3394486.3403135}, doi = {10.1145/3394486.3403135}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/DouMYX20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2004-10066, author = {Yifei Liu and Chao Chen and Xi Zhang and Sihong Xie}, title = {Rigorous Explanation of Inference on Probabilistic Graphical Models}, journal = {CoRR}, volume = {abs/2004.10066}, year = {2020}, url = {https://arxiv.org/abs/2004.10066}, eprinttype = {arXiv}, eprint = {2004.10066}, timestamp = {Tue, 28 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2004-10066.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-06069, author = {Yingtong Dou and Guixiang Ma and Philip S. Yu and Sihong Xie}, title = {Robust Spammer Detection by Nash Reinforcement Learning}, journal = {CoRR}, volume = {abs/2006.06069}, year = {2020}, url = {https://arxiv.org/abs/2006.06069}, eprinttype = {arXiv}, eprint = {2006.06069}, timestamp = {Tue, 23 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-06069.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/ZhangSQXFY19, author = {Xi Zhang and Yuan Su and Siyu Qu and Sihong Xie and Binxing Fang and Philip S. Yu}, title = {{IAD:} Interaction-Aware Diffusion Framework in Social Networks}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {31}, number = {7}, pages = {1341--1354}, year = {2019}, url = {https://doi.org/10.1109/TKDE.2018.2857492}, doi = {10.1109/TKDE.2018.2857492}, timestamp = {Fri, 05 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tkde/ZhangSQXFY19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bmvc/ZhangXD19, author = {Youshan Zhang and Sihong Xie and Brian D. Davison}, title = {Transductive Learning Via Improved Geodesic Sampling}, booktitle = {30th British Machine Vision Conference 2019, {BMVC} 2019, Cardiff, UK, September 9-12, 2019}, pages = {122}, publisher = {{BMVA} Press}, year = {2019}, url = {https://bmvc2019.org/wp-content/uploads/papers/0807-paper.pdf}, timestamp = {Wed, 03 Feb 2021 08:35:59 +0100}, biburl = {https://dblp.org/rec/conf/bmvc/ZhangXD19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dsaa/ZhengL0XHLNDY19, author = {Lei Zheng and Chun{-}Ta Lu and Lifang He and Sihong Xie and He Huang and Chaozhuo Li and Vahid Noroozi and Bowen Dong and Philip S. Yu}, editor = {Lisa Singh and Richard D. De Veaux and George Karypis and Francesco Bonchi and Jennifer Hill}, title = {{MARS:} Memory Attention-Aware Recommender System}, booktitle = {2019 {IEEE} International Conference on Data Science and Advanced Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019}, pages = {11--20}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/DSAA.2019.00015}, doi = {10.1109/DSAA.2019.00015}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/dsaa/ZhengL0XHLNDY19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eusipco/NorooziBZXY19, author = {Vahid Noroozi and Sara Bahaadini and Lei Zheng and Sihong Xie and Philip S. Yu}, title = {Virtual Adversarial Training for Semi-supervised Verification Tasks}, booktitle = {27th European Signal Processing Conference, {EUSIPCO} 2019, {A} Coru{\~{n}}a, Spain, September 2-6, 2019}, pages = {1--5}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.23919/EUSIPCO.2019.8902573}, doi = {10.23919/EUSIPCO.2019.8902573}, timestamp = {Thu, 11 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/eusipco/NorooziBZXY19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/ChenL0X19, author = {Chao Chen and Yifei Liu and Xi Zhang and Sihong Xie}, editor = {Jianyong Wang and Kyuseok Shim and Xindong Wu}, title = {Scalable Explanation of Inferences on Large Graphs}, booktitle = {2019 {IEEE} International Conference on Data Mining, {ICDM} 2019, Beijing, China, November 8-11, 2019}, pages = {982--987}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/ICDM.2019.00111}, doi = {10.1109/ICDM.2019.00111}, timestamp = {Tue, 26 Jan 2021 13:51:21 +0100}, biburl = {https://dblp.org/rec/conf/icdm/ChenL0X19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1908-06482, author = {Chao Chen and Yifei Liu and Xi Zhang and Sihong Xie}, title = {Scalable Explanation of Inferences on Large Graphs}, journal = {CoRR}, volume = {abs/1908.06482}, year = {2019}, url = {http://arxiv.org/abs/1908.06482}, eprinttype = {arXiv}, eprint = {1908.06482}, timestamp = {Mon, 03 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1908-06482.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/XuXSY18, author = {Hu Xu and Sihong Xie and Lei Shu and Philip S. Yu}, editor = {Sheila A. McIlraith and Kilian Q. Weinberger}, title = {Dual Attention Network for Product Compatibility and Function Satisfiability Analysis}, 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 = {6013--6020}, publisher = {{AAAI} Press}, year = {2018}, url = {https://doi.org/10.1609/aaai.v32i1.12067}, doi = {10.1609/AAAI.V32I1.12067}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/XuXSY18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdataconf/NorooziBZXSY18, author = {Vahid Noroozi and Sara Bahaadini and Lei Zheng and Sihong Xie and Weixiang Shao and Philip S. Yu}, 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 = {Semi-supervised Deep Representation Learning for Multi-View Problems}, booktitle = {{IEEE} International Conference on Big Data {(IEEE} BigData 2018), Seattle, WA, USA, December 10-13, 2018}, pages = {56--64}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/BigData.2018.8622015}, doi = {10.1109/BIGDATA.2018.8622015}, timestamp = {Fri, 19 Nov 2021 16:08:20 +0100}, biburl = {https://dblp.org/rec/conf/bigdataconf/NorooziBZXSY18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdataconf/GeMXY18, author = {Shuaijun Ge and Guixiang Ma and Sihong Xie and Philip S. Yu}, 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 = {Securing Behavior-based Opinion Spam Detection}, booktitle = {{IEEE} International Conference on Big Data {(IEEE} BigData 2018), Seattle, WA, USA, December 10-13, 2018}, pages = {112--117}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/BigData.2018.8622582}, doi = {10.1109/BIGDATA.2018.8622582}, timestamp = {Wed, 31 Mar 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/bigdataconf/GeMXY18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdataconf/ZhengW0XWY18, author = {Lei Zheng and Yixue Wang and Lifang He and Sihong Xie and Fengjiao Wang and Philip S. Yu}, 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 = {{PER:} {A} Probabilistic Attentional Model for Personalized Text Recommendations}, booktitle = {{IEEE} International Conference on Big Data {(IEEE} BigData 2018), Seattle, WA, USA, December 10-13, 2018}, pages = {911--920}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/BigData.2018.8622542}, doi = {10.1109/BIGDATA.2018.8622542}, timestamp = {Wed, 31 Mar 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/bigdataconf/ZhengW0XWY18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/coinco/XieY18, author = {Sihong Xie and Philip S. Yu}, title = {Next Generation Trustworthy Fraud Detection}, booktitle = {4th {IEEE} International Conference on Collaboration and Internet Computing, {CIC} 2018, Philadelphia, PA, USA, October 18-20, 2018}, pages = {279--282}, publisher = {{IEEE} Computer Society}, year = {2018}, url = {https://doi.org/10.1109/CIC.2018.00045}, doi = {10.1109/CIC.2018.00045}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/coinco/XieY18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1805-07037, author = {Lei Zheng and Chun{-}Ta Lu and Lifang He and Sihong Xie and Vahid Noroozi and He Huang and Philip S. Yu}, title = {{MARS:} Memory Attention-Aware Recommender System}, journal = {CoRR}, volume = {abs/1805.07037}, year = {2018}, url = {http://arxiv.org/abs/1805.07037}, eprinttype = {arXiv}, eprint = {1805.07037}, timestamp = {Mon, 27 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1805-07037.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1811-03739, author = {Shuaijun Ge and Guixiang Ma and Sihong Xie and Philip S. Yu}, title = {Securing Behavior-based Opinion Spam Detection}, journal = {CoRR}, volume = {abs/1811.03739}, year = {2018}, url = {http://arxiv.org/abs/1811.03739}, eprinttype = {arXiv}, eprint = {1811.03739}, timestamp = {Fri, 23 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1811-03739.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1811-04480, author = {Vahid Noroozi and Sara Bahaadini and Lei Zheng and Sihong Xie and Weixiang Shao and Philip S. Yu}, title = {Semi-supervised Deep Representation Learning for Multi-View Problems}, journal = {CoRR}, volume = {abs/1811.04480}, year = {2018}, url = {http://arxiv.org/abs/1811.04480}, eprinttype = {arXiv}, eprint = {1811.04480}, timestamp = {Thu, 11 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1811-04480.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijdsa/XieY17, author = {Sihong Xie and Philip S. Yu}, title = {Active zero-shot learning: a novel approach to extreme multi-labeled classification}, journal = {Int. J. Data Sci. Anal.}, volume = {3}, number = {3}, pages = {151--160}, year = {2017}, url = {https://doi.org/10.1007/s41060-017-0042-5}, doi = {10.1007/S41060-017-0042-5}, timestamp = {Sat, 25 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijdsa/XieY17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jsjkx/LiX17, author = {Feng Li and Sihong Xie}, title = {{\unicode{22522}}{\unicode{20110}}{\unicode{26080}}{\unicode{30417}}{\unicode{30563}}{\unicode{23398}}{\unicode{20064}}{\unicode{30340}}{\unicode{31227}}{\unicode{21160}}{\unicode{24515}}{\unicode{30005}}{\unicode{20449}}{\unicode{21495}}{\unicode{24322}}{\unicode{24120}}{\unicode{35786}}{\unicode{26029}}{\unicode{30740}}{\unicode{31350}} (Study on Abnormal Diagnosis of Moving {ECG} Signals Based on Unsupervised Learning)}, journal = {{\unicode{35745}}{\unicode{31639}}{\unicode{26426}}{\unicode{31185}}{\unicode{23398}}}, volume = {44}, number = {{Z11}}, pages = {68--71}, year = {2017}, url = {https://doi.org/10.11896/j.issn.1002-137X.2017.11A.013}, doi = {10.11896/J.ISSN.1002-137X.2017.11A.013}, timestamp = {Tue, 24 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jsjkx/LiX17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sigspatial/LiaoYZXWL17, author = {Guoqiong Liao and Philip S. Yu and Qianhui Zhong and Sihong Xie and Changxuan Wan and Dexi Liu}, title = {Probabilistic cleaning over trajectory events of mobile {RFID} objects}, journal = {{ACM} {SIGSPATIAL} Special}, volume = {9}, number = {1}, pages = {3--10}, year = {2017}, url = {https://doi.org/10.1145/3124104.3124107}, doi = {10.1145/3124104.3124107}, timestamp = {Wed, 27 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sigspatial/LiaoYZXWL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/adma/SuZXYF17, author = {Yuan Su and Xi Zhang and Sihong Xie and Philip S. Yu and Binxing Fang}, editor = {Gao Cong and Wen{-}Chih Peng and Wei Emma Zhang and Chengliang Li and Aixin Sun}, title = {Efficient Revenue Maximization for Viral Marketing in Social Networks}, booktitle = {Advanced Data Mining and Applications - 13th International Conference, {ADMA} 2017, Singapore, November 5-6, 2017, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {10604}, pages = {209--224}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-69179-4\_15}, doi = {10.1007/978-3-319-69179-4\_15}, timestamp = {Thu, 05 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/adma/SuZXYF17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdataconf/XuXSY17, author = {Hu Xu and Sihong Xie and Lei Shu and Philip S. Yu}, editor = {Jian{-}Yun Nie and Zoran Obradovic and Toyotaro Suzumura and Rumi Ghosh and Raghunath Nambiar and Chonggang Wang and Hui Zang and Ricardo Baeza{-}Yates and Xiaohua Hu and Jeremy Kepner and Alfredo Cuzzocrea and Jian Tang and Masashi Toyoda}, title = {Product function need recognition via semi-supervised attention network}, booktitle = {2017 {IEEE} International Conference on Big Data {(IEEE} BigData 2017), Boston, MA, USA, December 11-14, 2017}, pages = {1369--1374}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/BigData.2017.8258069}, doi = {10.1109/BIGDATA.2017.8258069}, timestamp = {Thu, 28 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/bigdataconf/XuXSY17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/NorooziZBXY17, author = {Vahid Noroozi and Lei Zheng and Sara Bahaadini and Sihong Xie and Philip S. Yu}, editor = {Carles Sierra}, title = {{SEVEN:} Deep Semi-supervised Verification Networks}, booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August 19-25, 2017}, pages = {2571--2577}, publisher = {ijcai.org}, year = {2017}, url = {https://doi.org/10.24963/ijcai.2017/358}, doi = {10.24963/IJCAI.2017/358}, timestamp = {Thu, 11 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcai/NorooziZBXY17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/WeiXCY17, author = {Xiaokai Wei and Sihong Xie and Bokai Cao and Philip S. Yu}, editor = {Michelangelo Ceci and Jaakko Hollm{\'{e}}n and Ljupco Todorovski and Celine Vens and Saso Dzeroski}, title = {Rethinking Unsupervised Feature Selection: From Pseudo Labels to Pseudo Must-Links}, 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 = {272--287}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-71249-9\_17}, doi = {10.1007/978-3-319-71249-9\_17}, timestamp = {Tue, 14 May 2019 10:00:47 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/WeiXCY17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/NorooziZBXY17, author = {Vahid Noroozi and Lei Zheng and Sara Bahaadini and Sihong Xie and Philip S. Yu}, title = {{SEVEN:} Deep Semi-supervised Verification Networks}, journal = {CoRR}, volume = {abs/1706.03692}, year = {2017}, url = {http://arxiv.org/abs/1706.03692}, eprinttype = {arXiv}, eprint = {1706.03692}, timestamp = {Thu, 11 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/NorooziZBXY17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1709-01773, author = {Xi Zhang and Yuan Su and Siyu Qu and Sihong Xie and Binxing Fang and Philip S. Yu}, title = {{IAD:} Interaction-Aware Diffusion Framework in Social Networks}, journal = {CoRR}, volume = {abs/1709.01773}, year = {2017}, url = {http://arxiv.org/abs/1709.01773}, eprinttype = {arXiv}, eprint = {1709.01773}, timestamp = {Thu, 05 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1709-01773.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1712-02016, author = {Hu Xu and Sihong Xie and Lei Shu and Philip S. Yu}, title = {Dual Attention Network for Product Compatibility and Function Satisfiability Analysis}, journal = {CoRR}, volume = {abs/1712.02016}, year = {2017}, url = {http://arxiv.org/abs/1712.02016}, eprinttype = {arXiv}, eprint = {1712.02016}, timestamp = {Thu, 28 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1712-02016.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1712-02186, author = {Hu Xu and Sihong Xie and Lei Shu and Philip S. Yu}, title = {Product Function Need Recognition via Semi-supervised Attention Network}, journal = {CoRR}, volume = {abs/1712.02186}, year = {2017}, url = {http://arxiv.org/abs/1712.02186}, eprinttype = {arXiv}, eprint = {1712.02186}, timestamp = {Thu, 28 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1712-02186.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/dase/HuXLWY16, author = {Qingbo Hu and Sihong Xie and Shuyang Lin and Senzhang Wang and Philip S. Yu}, title = {Clustering Embedded Approaches for Efficient Information Network Inference}, journal = {Data Sci. Eng.}, volume = {1}, number = {1}, pages = {29--40}, year = {2016}, url = {https://doi.org/10.1007/s41019-015-0003-8}, doi = {10.1007/S41019-015-0003-8}, timestamp = {Tue, 01 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/dase/HuXLWY16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tist/WangXZLYH16, author = {Senzhang Wang and Sihong Xie and Xiaoming Zhang and Zhoujun Li and Philip S. Yu and Yueying He}, title = {Coranking the Future Influence of Multiobjects in Bibliographic Network Through Mutual Reinforcement}, journal = {{ACM} Trans. Intell. Syst. Technol.}, volume = {7}, number = {4}, pages = {64:1--64:28}, year = {2016}, url = {https://doi.org/10.1145/2897371}, doi = {10.1145/2897371}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tist/WangXZLYH16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdataconf/YuanXLTY16, author = {Yuan Yuan and Sihong Xie and Chun{-}Ta Lu and Jie Tang and Philip S. Yu}, editor = {James Joshi and George Karypis and Ling Liu and Xiaohua Hu and Ronay Ak and Yinglong Xia and Weijia Xu and Aki{-}Hiro Sato and Sudarsan Rachuri and Lyle H. Ungar and Philip S. Yu and Rama Govindaraju and Toyotaro Suzumura}, title = {Interpretable and effective opinion spam detection via temporal patterns mining across websites}, booktitle = {2016 {IEEE} International Conference on Big Data {(IEEE} BigData 2016), Washington DC, USA, December 5-8, 2016}, pages = {96--105}, publisher = {{IEEE} Computer Society}, year = {2016}, url = {https://doi.org/10.1109/BigData.2016.7840593}, doi = {10.1109/BIGDATA.2016.7840593}, timestamp = {Thu, 23 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bigdataconf/YuanXLTY16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdataconf/XuXSY16, author = {Hu Xu and Sihong Xie and Lei Shu and Philip S. Yu}, editor = {James Joshi and George Karypis and Ling Liu and Xiaohua Hu and Ronay Ak and Yinglong Xia and Weijia Xu and Aki{-}Hiro Sato and Sudarsan Rachuri and Lyle H. Ungar and Philip S. Yu and Rama Govindaraju and Toyotaro Suzumura}, title = {{CER:} Complementary entity recognition via knowledge expansion on large unlabeled product reviews}, booktitle = {2016 {IEEE} International Conference on Big Data {(IEEE} BigData 2016), Washington DC, USA, December 5-8, 2016}, pages = {793--802}, publisher = {{IEEE} Computer Society}, year = {2016}, url = {https://doi.org/10.1109/BigData.2016.7840672}, doi = {10.1109/BIGDATA.2016.7840672}, timestamp = {Thu, 28 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/bigdataconf/XuXSY16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdataconf/ZhangLZXCY16, author = {Jingyuan Zhang and Chun{-}Ta Lu and Mianwei Zhou and Sihong Xie and Yi Chang and Philip S. Yu}, editor = {James Joshi and George Karypis and Ling Liu and Xiaohua Hu and Ronay Ak and Yinglong Xia and Weijia Xu and Aki{-}Hiro Sato and Sudarsan Rachuri and Lyle H. Ungar and Philip S. Yu and Rama Govindaraju and Toyotaro Suzumura}, title = {{HEER:} Heterogeneous graph embedding for emerging relation detection from news}, booktitle = {2016 {IEEE} International Conference on Big Data {(IEEE} BigData 2016), Washington DC, USA, December 5-8, 2016}, pages = {803--812}, publisher = {{IEEE} Computer Society}, year = {2016}, url = {https://doi.org/10.1109/BigData.2016.7840673}, doi = {10.1109/BIGDATA.2016.7840673}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/bigdataconf/ZhangLZXCY16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/XieWY16, author = {Sihong Xie and Shaoxiong Wang and Philip S. Yu}, 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 = {Active Zero-Shot Learning}, booktitle = {Proceedings of the 25th {ACM} International Conference on Information and Knowledge Management, {CIKM} 2016, Indianapolis, IN, USA, October 24-28, 2016}, pages = {1889--1892}, publisher = {{ACM}}, year = {2016}, url = {https://doi.org/10.1145/2983323.2983866}, doi = {10.1145/2983323.2983866}, timestamp = {Thu, 13 Aug 2020 18:13:41 +0200}, biburl = {https://dblp.org/rec/conf/cikm/XieWY16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/ZhangXLGFY16, author = {Chenwei Zhang and Sihong Xie and Yaliang Li and Jing Gao and Wei Fan and Philip S. Yu}, 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 = {Multi-source Hierarchical Prediction Consolidation}, booktitle = {Proceedings of the 25th {ACM} International Conference on Information and Knowledge Management, {CIKM} 2016, Indianapolis, IN, USA, October 24-28, 2016}, pages = {2251--2256}, publisher = {{ACM}}, year = {2016}, url = {https://doi.org/10.1145/2983323.2983676}, doi = {10.1145/2983323.2983676}, timestamp = {Wed, 26 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cikm/ZhangXLGFY16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/LuXSHY16, author = {Chun{-}Ta Lu and Sihong Xie and Weixiang Shao and Lifang He and Philip S. Yu}, editor = {Subbarao Kambhampati}, title = {Item Recommendation for Emerging Online Businesses}, booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July 2016}, pages = {3797--3803}, publisher = {{IJCAI/AAAI} Press}, year = {2016}, url = {http://www.ijcai.org/Abstract/16/534}, timestamp = {Tue, 20 Aug 2019 16:19:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/LuXSHY16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhangCXLYR16, author = {Jingyuan Zhang and Bokai Cao and Sihong Xie and Chun{-}Ta Lu and Philip S. Yu and Ann B. Ragin}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Identifying Connectivity Patterns for Brain Diseases via Multi-side-view Guided Deep Architectures}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {36--44}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.5}, doi = {10.1137/1.9781611974348.5}, timestamp = {Wed, 17 May 2017 14:24:53 +0200}, biburl = {https://dblp.org/rec/conf/sdm/ZhangCXLYR16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/XieHSZGFY16, author = {Sihong Xie and Qingbo Hu and Weixiang Shao and Jingyuan Zhang and Jing Gao and Wei Fan and Philip S. Yu}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Effective Crowd Expertise Modeling via Cross Domain Sparsity and Uncertainty Reduction}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {648--656}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.73}, doi = {10.1137/1.9781611974348.73}, timestamp = {Wed, 26 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/XieHSZGFY16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/waim/LiaoYXYW16, author = {Guoqiong Liao and Xiaoting Yang and Sihong Xie and Philip S. Yu and Changxuan Wan}, editor = {Bin Cui and Nan Zhang and Jianliang Xu and Xiang Lian and Dexi Liu}, title = {Two-Phase Mining for Frequent Closed Episodes}, booktitle = {Web-Age Information Management - 17th International Conference, {WAIM} 2016, Nanchang, China, June 3-5, 2016, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9658}, pages = {55--66}, publisher = {Springer}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-39937-9\_5}, doi = {10.1007/978-3-319-39937-9\_5}, timestamp = {Tue, 14 May 2019 10:00:53 +0200}, biburl = {https://dblp.org/rec/conf/waim/LiaoYXYW16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/www/HuXZZGY16, author = {Qingbo Hu and Sihong Xie and Jiawei Zhang and Qiang Zhu and Songtao Guo and Philip S. Yu}, editor = {Jacqueline Bourdeau and Jim Hendler and Roger Nkambou and Ian Horrocks and Ben Y. Zhao}, title = {HeteroSales: Utilizing Heterogeneous Social Networks to Identify the Next Enterprise Customer}, booktitle = {Proceedings of the 25th International Conference on World Wide Web, {WWW} 2016, Montreal, Canada, April 11 - 15, 2016}, pages = {41--50}, publisher = {{ACM}}, year = {2016}, url = {https://doi.org/10.1145/2872427.2883000}, doi = {10.1145/2872427.2883000}, timestamp = {Tue, 12 Apr 2022 14:46:29 +0200}, biburl = {https://dblp.org/rec/conf/www/HuXZZGY16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ZhangXLGFY16, author = {Chenwei Zhang and Sihong Xie and Yaliang Li and Jing Gao and Wei Fan and Philip S. Yu}, title = {Multi-source Hierarchical Prediction Consolidation}, journal = {CoRR}, volume = {abs/1608.03344}, year = {2016}, url = {http://arxiv.org/abs/1608.03344}, eprinttype = {arXiv}, eprint = {1608.03344}, timestamp = {Wed, 26 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ZhangXLGFY16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/XuXSY16, author = {Hu Xu and Sihong Xie and Lei Shu and Philip S. Yu}, title = {{CER:} Complementary Entity Recognition via Knowledge Expansion on Large Unlabeled Product Reviews}, journal = {CoRR}, volume = {abs/1612.01039}, year = {2016}, url = {http://arxiv.org/abs/1612.01039}, eprinttype = {arXiv}, eprint = {1612.01039}, timestamp = {Thu, 28 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/XuXSY16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isci/WuSLCXLXY15, author = {Zongda Wu and Jie Shi and Chenglang Lu and Enhong Chen and Guandong Xu and Guiling Li and Sihong Xie and Philip S. Yu}, title = {Constructing plausible innocuous pseudo queries to protect user query intention}, journal = {Inf. Sci.}, volume = {325}, pages = {215--226}, year = {2015}, url = {https://doi.org/10.1016/j.ins.2015.07.010}, doi = {10.1016/J.INS.2015.07.010}, timestamp = {Thu, 02 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/isci/WuSLCXLXY15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdataconf/XieHZGFY15, author = {Sihong Xie and Qingbo Hu and Jingyuan Zhang and Jing Gao and Wei Fan and Philip S. Yu}, title = {Robust crowd bias correction via dual knowledge transfer from multiple overlapping sources}, booktitle = {2015 {IEEE} International Conference on Big Data {(IEEE} BigData 2015), Santa Clara, CA, USA, October 29 - November 1, 2015}, pages = {815--820}, publisher = {{IEEE} Computer Society}, year = {2015}, url = {https://doi.org/10.1109/BigData.2015.7363827}, doi = {10.1109/BIGDATA.2015.7363827}, timestamp = {Fri, 19 Nov 2021 16:08:20 +0100}, biburl = {https://dblp.org/rec/conf/bigdataconf/XieHZGFY15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/ZhangJRXCY15, author = {Jingyuan Zhang and Luo Jie and Altaf Rahman and Sihong Xie and Yi Chang and Philip S. Yu}, 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 = {Learning Entity Types from Query Logs via Graph-Based Modeling}, booktitle = {Proceedings of the 24th {ACM} International Conference on Information and Knowledge Management, {CIKM} 2015, Melbourne, VIC, Australia, October 19 - 23, 2015}, pages = {603--612}, publisher = {{ACM}}, year = {2015}, url = {https://doi.org/10.1145/2806416.2806498}, doi = {10.1145/2806416.2806498}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cikm/ZhangJRXCY15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dsaa/XieHZY15, author = {Sihong Xie and Qingbo Hu and Jingyuan Zhang and Philip S. Yu}, title = {An effective and economic bi-level approach to ranking and rating spam detection}, booktitle = {2015 {IEEE} International Conference on Data Science and Advanced Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October 19-21, 2015}, pages = {1--10}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/DSAA.2015.7344794}, doi = {10.1109/DSAA.2015.7344794}, timestamp = {Wed, 16 Oct 2019 14:14:55 +0200}, biburl = {https://dblp.org/rec/conf/dsaa/XieHZY15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dsaa/XieWAYBYY15, author = {Sihong Xie and Jing Wang and Mohammad Shafkat Amin and Baoshi Yan and Anmol Bhasin and Clement T. Yu and Philip S. Yu}, title = {A context-aware approach to detection of short irrelevant texts}, booktitle = {2015 {IEEE} International Conference on Data Science and Advanced Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October 19-21, 2015}, pages = {1--10}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/DSAA.2015.7344831}, doi = {10.1109/DSAA.2015.7344831}, timestamp = {Tue, 05 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/dsaa/XieWAYBYY15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icwsm/HuXLWY15, author = {Qingbo Hu and Sihong Xie and Shuyang Lin and Senzhang Wang and Philip S. Yu}, editor = {Meeyoung Cha and Cecilia Mascolo and Christian Sandvig}, title = {{CENI:} {A} Hybrid Framework for Efficiently Inferring Information Networks}, booktitle = {Proceedings of the Ninth International Conference on Web and Social Media, {ICWSM} 2015, University of Oxford, Oxford, UK, May 26-29, 2015}, pages = {618--621}, publisher = {{AAAI} Press}, year = {2015}, url = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM15/paper/view/10492}, timestamp = {Fri, 05 Feb 2021 11:07:20 +0100}, biburl = {https://dblp.org/rec/conf/icwsm/HuXLWY15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WeiXY15, author = {Xiaokai Wei and Sihong Xie and Philip S. Yu}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Efficient Partial Order Preserving Unsupervised Feature Selection on Networks}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {82--90}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.10}, doi = {10.1137/1.9781611974010.10}, timestamp = {Wed, 17 May 2017 14:24:53 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WeiXY15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/HuXLFY15, author = {Qingbo Hu and Sihong Xie and Shuyang Lin and Wei Fan and Philip S. Yu}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {Frameworks to Encode User Preferences for Inferring Topic-sensitive Information Networks}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {442--450}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.50}, doi = {10.1137/1.9781611974010.50}, timestamp = {Tue, 12 Jun 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/HuXLFY15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/DongXGFY15, author = {Bowen Dong and Sihong Xie and Jing Gao and Wei Fan and Philip S. Yu}, editor = {Suresh Venkatasubramanian and Jieping Ye}, title = {OnlineCM: Real-time Consensus Classification with Missing Values}, booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015}, pages = {685--693}, publisher = {{SIAM}}, year = {2015}, url = {https://doi.org/10.1137/1.9781611974010.77}, doi = {10.1137/1.9781611974010.77}, timestamp = {Wed, 26 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/DongXGFY15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/HuXLWY15, author = {Qingbo Hu and Sihong Xie and Shuyang Lin and Senzhang Wang and Philip S. Yu}, title = {{CENI:} a Hybrid Framework for Efficiently Inferring Information Networks}, journal = {CoRR}, volume = {abs/1503.04927}, year = {2015}, url = {http://arxiv.org/abs/1503.04927}, eprinttype = {arXiv}, eprint = {1503.04927}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/HuXLWY15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/XieGFTY14, author = {Sihong Xie and Jing Gao and Wei Fan and Deepak S. Turaga and Philip S. Yu}, editor = {Sofus A. Macskassy and Claudia Perlich and Jure Leskovec and Wei Wang and Rayid Ghani}, title = {Class-distribution regularized consensus maximization for alleviating overfitting in model combination}, booktitle = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27, 2014}, pages = {303--312}, publisher = {{ACM}}, year = {2014}, url = {https://doi.org/10.1145/2623330.2623676}, doi = {10.1145/2623330.2623676}, timestamp = {Wed, 26 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/XieGFTY14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mdm/LiaoYZXSWL14, author = {Guoqiong Liao and Philip S. Yu and Qianhui Zhong and Sihong Xie and Zhen Shen and Changxuan Wan and Dexi Liu}, editor = {Arkady B. Zaslavsky and Panos K. Chrysanthis and Christian Becker and Jadwiga Indulska and Mohamed F. Mokbel and Daniela Nicklas and Chi{-}Yin Chow}, title = {Trajectory Event Cleaning for Mobile {RFID} Objects}, booktitle = {{IEEE} 15th International Conference on Mobile Data Management, {MDM} 2014, Brisbane, Australia, July 14-18, 2014 - Volume 1}, pages = {137--145}, publisher = {{IEEE} Computer Society}, year = {2014}, url = {https://doi.org/10.1109/MDM.2014.23}, doi = {10.1109/MDM.2014.23}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/mdm/LiaoYZXSWL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/WangXZLYS14, author = {Senzhang Wang and Sihong Xie and Xiaoming Zhang and Zhoujun Li and Philip S. Yu and Xinyu Shu}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Future Influence Ranking of Scientific Literature}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {749--757}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.86}, doi = {10.1137/1.9781611973440.86}, timestamp = {Fri, 06 Oct 2023 11:45:43 +0200}, biburl = {https://dblp.org/rec/conf/sdm/WangXZLYS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wsdm/LuXKY14, author = {Chun{-}Ta Lu and Sihong Xie and Xiangnan Kong and Philip S. Yu}, editor = {Ben Carterette and Fernando Diaz and Carlos Castillo and Donald Metzler}, title = {Inferring the impacts of social media on crowdfunding}, booktitle = {Seventh {ACM} International Conference on Web Search and Data Mining, {WSDM} 2014, New York, NY, USA, February 24-28, 2014}, pages = {573--582}, publisher = {{ACM}}, year = {2014}, url = {https://doi.org/10.1145/2556195.2556251}, doi = {10.1145/2556195.2556251}, timestamp = {Tue, 21 May 2019 11:38:33 +0200}, biburl = {https://dblp.org/rec/conf/wsdm/LuXKY14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/WangXZLYS14, author = {Senzhang Wang and Sihong Xie and Xiaoming Zhang and Zhoujun Li and Philip S. Yu and Xinyu Shu}, title = {Future Influence Ranking of Scientific Literature}, journal = {CoRR}, volume = {abs/1407.1772}, year = {2014}, url = {http://arxiv.org/abs/1407.1772}, eprinttype = {arXiv}, eprint = {1407.1772}, timestamp = {Wed, 04 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/WangXZLYS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/LiaoZXY13, author = {Guoqiong Liao and Yuchen Zhao and Sihong Xie and Philip S. Yu}, editor = {Qi He and Arun Iyengar and Wolfgang Nejdl and Jian Pei and Rajeev Rastogi}, title = {An effective latent networks fusion based model for event recommendation in offline ephemeral social networks}, booktitle = {22nd {ACM} International Conference on Information and Knowledge Management, CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013}, pages = {1655--1660}, publisher = {{ACM}}, year = {2013}, url = {https://doi.org/10.1145/2505515.2505605}, doi = {10.1145/2505515.2505605}, timestamp = {Mon, 19 Aug 2024 08:36:26 +0200}, biburl = {https://dblp.org/rec/conf/cikm/LiaoZXY13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/XieKGFY13, author = {Sihong Xie and Xiangnan Kong and Jing Gao and Wei Fan and Philip S. Yu}, editor = {Hui Xiong and George Karypis and Bhavani Thuraisingham and Diane J. Cook and Xindong Wu}, title = {Multilabel Consensus Classification}, booktitle = {2013 {IEEE} 13th International Conference on Data Mining, Dallas, TX, USA, December 7-10, 2013}, pages = {1241--1246}, publisher = {{IEEE} Computer Society}, year = {2013}, url = {https://doi.org/10.1109/ICDM.2013.97}, doi = {10.1109/ICDM.2013.97}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/XieKGFY13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LiaoZXY13, author = {Guoqiong Liao and Yuchen Zhao and Sihong Xie and Philip S. Yu}, title = {Latent Networks Fusion based Model for Event Recommendation in Offline Ephemeral Social Networks}, journal = {CoRR}, volume = {abs/1308.1118}, year = {2013}, url = {http://arxiv.org/abs/1308.1118}, eprinttype = {arXiv}, eprint = {1308.1118}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/LiaoZXY13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/XieKGFY13, author = {Sihong Xie and Xiangnan Kong and Jing Gao and Wei Fan and Philip S. Yu}, title = {Multilabel Consensus Classification}, journal = {CoRR}, volume = {abs/1310.4252}, year = {2013}, url = {http://arxiv.org/abs/1310.4252}, eprinttype = {arXiv}, eprint = {1310.4252}, timestamp = {Wed, 26 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/XieKGFY13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tist/WangXLY12, author = {Guan Wang and Sihong Xie and Bing Liu and Philip S. Yu}, title = {Identify Online Store Review Spammers via Social Review Graph}, journal = {{ACM} Trans. Intell. Syst. Technol.}, volume = {3}, number = {4}, pages = {61:1--61:21}, year = {2012}, url = {https://doi.org/10.1145/2337542.2337546}, doi = {10.1145/2337542.2337546}, timestamp = {Mon, 11 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tist/WangXLY12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/edbt/ShiKYXW12, author = {Chuan Shi and Xiangnan Kong and Philip S. Yu and Sihong Xie and Bin Wu}, editor = {Elke A. Rundensteiner and Volker Markl and Ioana Manolescu and Sihem Amer{-}Yahia and Felix Naumann and Ismail Ari}, title = {Relevance search in heterogeneous networks}, booktitle = {15th International Conference on Extending Database Technology, {EDBT} '12, Berlin, Germany, March 27-30, 2012, Proceedings}, pages = {180--191}, publisher = {{ACM}}, year = {2012}, url = {https://doi.org/10.1145/2247596.2247618}, doi = {10.1145/2247596.2247618}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/edbt/ShiKYXW12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/XieWLY12, author = {Sihong Xie and Guan Wang and Shuyang Lin and Philip S. Yu}, editor = {Qiang Yang and Deepak Agarwal and Jian Pei}, title = {Review spam detection via temporal pattern discovery}, booktitle = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012}, pages = {823--831}, publisher = {{ACM}}, year = {2012}, url = {https://doi.org/10.1145/2339530.2339662}, doi = {10.1145/2339530.2339662}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/XieWLY12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/XieFY12, author = {Sihong Xie and Wei Fan and Philip S. Yu}, title = {An Iterative and Re-weighting Framework for Rejection and Uncertainty Resolution in Crowdsourcing}, booktitle = {Proceedings of the Twelfth {SIAM} International Conference on Data Mining, Anaheim, California, USA, April 26-28, 2012}, pages = {1107--1118}, publisher = {{SIAM} / Omnipress}, year = {2012}, url = {https://doi.org/10.1137/1.9781611972825.95}, doi = {10.1137/1.9781611972825.95}, timestamp = {Tue, 12 Jun 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/XieFY12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/www/XieWLY12, author = {Sihong Xie and Guan Wang and Shuyang Lin and Philip S. Yu}, editor = {Alain Mille and Fabien Gandon and Jacques Misselis and Michael Rabinovich and Steffen Staab}, title = {Review spam detection via time series pattern discovery}, booktitle = {Proceedings of the 21st World Wide Web Conference, {WWW} 2012, Lyon, France, April 16-20, 2012 (Companion Volume)}, pages = {635--636}, publisher = {{ACM}}, year = {2012}, url = {https://doi.org/10.1145/2187980.2188164}, doi = {10.1145/2187980.2188164}, timestamp = {Fri, 16 Apr 2021 10:04:12 +0200}, biburl = {https://dblp.org/rec/conf/www/XieWLY12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/WangXLY11, author = {Guan Wang and Sihong Xie and Bing Liu and Philip S. Yu}, editor = {Diane J. Cook and Jian Pei and Wei Wang and Osmar R. Za{\"{\i}}ane and Xindong Wu}, title = {Review Graph Based Online Store Review Spammer Detection}, booktitle = {11th {IEEE} International Conference on Data Mining, {ICDM} 2011, Vancouver, BC, Canada, December 11-14, 2011}, pages = {1242--1247}, publisher = {{IEEE} Computer Society}, year = {2011}, url = {https://doi.org/10.1109/ICDM.2011.124}, doi = {10.1109/ICDM.2011.124}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/WangXLY11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/XieFVR10, author = {Sihong Xie and Wei Fan and Olivier Verscheure and Jiangtao Ren}, editor = {Jos{\'{e}} L. Balc{\'{a}}zar and Francesco Bonchi and Aristides Gionis and Mich{\`{e}}le Sebag}, title = {Efficient and Numerically Stable Sparse Learning}, booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference, {ECML} {PKDD} 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {6323}, pages = {483--498}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-15939-8\_31}, doi = {10.1007/978-3-642-15939-8\_31}, timestamp = {Fri, 25 Dec 2020 01:15:00 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/XieFVR10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/www/XieFPVR09, author = {Sihong Xie and Wei Fan and Jing Peng and Olivier Verscheure and Jiangtao Ren}, editor = {Juan Quemada and Gonzalo Le{\'{o}}n and Yo{\"{e}}lle S. Maarek and Wolfgang Nejdl}, title = {Latent space domain transfer between high dimensional overlapping distributions}, booktitle = {Proceedings of the 18th International Conference on World Wide Web, {WWW} 2009, Madrid, Spain, April 20-24, 2009}, pages = {91--100}, publisher = {{ACM}}, year = {2009}, url = {https://doi.org/10.1145/1526709.1526723}, doi = {10.1145/1526709.1526723}, timestamp = {Wed, 20 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/www/XieFPVR09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/ZhongXFRPZ08, author = {ErHeng Zhong and Sihong Xie and Wei Fan and Jiangtao Ren and Jing Peng and Kun Zhang}, title = {Graph-Based Iterative Hybrid Feature Selection}, booktitle = {Proceedings of the 8th {IEEE} International Conference on Data Mining {(ICDM} 2008), December 15-19, 2008, Pisa, Italy}, pages = {1133--1138}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/ICDM.2008.63}, doi = {10.1109/ICDM.2008.63}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/ZhongXFRPZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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