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ORCIDBibTeX records: Peilin Zhao
@article{DBLP:journals/tkde/FengMXWWZZ24,
author = {Shibo Feng and
Chunyan Miao and
Ke Xu and
Jiaxiang Wu and
Pengcheng Wu and
Yang Zhang and
Peilin Zhao},
title = {Multi-Scale Attention Flow for Probabilistic Time Series Forecasting},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {5},
pages = {2056--2068},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3319672},
doi = {10.1109/TKDE.2023.3319672},
timestamp = {Sun, 14 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/FengMXWWZZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/FengMZZ24,
author = {Shibo Feng and
Chunyan Miao and
Zhong Zhang and
Peilin Zhao},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Latent Diffusion Transformer for Probabilistic Time Series Forecasting},
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 = {11979--11987},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i11.29085},
doi = {10.1609/AAAI.V38I11.29085},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/FengMZZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-03139,
author = {Binghui Xie and
Yatao Bian and
Kaiwen Zhou and
Yongqiang Chen and
Peilin Zhao and
Bo Han and
Wei Meng and
James Cheng},
title = {Enhancing Neural Subset Selection: Integrating Background Information
into Set Representations},
journal = {CoRR},
volume = {abs/2402.03139},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.03139},
doi = {10.48550/ARXIV.2402.03139},
eprinttype = {arXiv},
eprint = {2402.03139},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-03139.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-07610,
author = {Haoyu Wang and
Guozheng Ma and
Ziqiao Meng and
Zeyu Qin and
Li Shen and
Zhong Zhang and
Bingzhe Wu and
Liu Liu and
Yatao Bian and
Tingyang Xu and
Xueqian Wang and
Peilin Zhao},
title = {Step-On-Feet Tuning: Scaling Self-Alignment of LLMs via Bootstrapping},
journal = {CoRR},
volume = {abs/2402.07610},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.07610},
doi = {10.48550/ARXIV.2402.07610},
eprinttype = {arXiv},
eprint = {2402.07610},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-07610.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-00376,
author = {Huan Ma and
Yan Zhu and
Changqing Zhang and
Peilin Zhao and
Baoyuan Wu and
Long{-}Kai Huang and
Qinghua Hu and
Bingzhe Wu},
title = {Invariant Test-Time Adaptation for Vision-Language Model Generalization},
journal = {CoRR},
volume = {abs/2403.00376},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.00376},
doi = {10.48550/ARXIV.2403.00376},
eprinttype = {arXiv},
eprint = {2403.00376},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-00376.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-11491,
author = {Mingkui Tan and
Guohao Chen and
Jiaxiang Wu and
Yifan Zhang and
Yaofo Chen and
Peilin Zhao and
Shuaicheng Niu},
title = {Uncertainty-Calibrated Test-Time Model Adaptation without Forgetting},
journal = {CoRR},
volume = {abs/2403.11491},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.11491},
doi = {10.48550/ARXIV.2403.11491},
eprinttype = {arXiv},
eprint = {2403.11491},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-11491.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/debu/BaoBCCD0FHH0L0L23,
author = {Zhifeng Bao and
Panagiotis Bouros and
Reynold Cheng and
Byron Choi and
Anton Dign{\"{o}}s and
Wei Ding and
Yixiang Fang and
Boyang Han and
Jilin Hu and
Arijit Khan and
Wenqing Lin and
Xuemin Lin and
Cheng Long and
Nikos Mamoulis and
Jian Pei and
Matthias Renz and
Shashi Shekhar and
Jieming Shi and
Eleni Tzirita Zacharatou and
Sibo Wang and
Xiao Wang and
Xue Wang and
Raymond Chi{-}Wing Wong and
Da Yan and
Xifeng Yan and
Bin Yang and
Dezhong Yao and
Ce Zhang and
Peilin Zhao and
Rong Zhu},
title = {A Summary of {ICDE} 2022 Research Session Panels},
journal = {{IEEE} Data Eng. Bull.},
volume = {46},
number = {4},
pages = {4--17},
year = {2023},
url = {http://sites.computer.org/debull/A23dec/p4.pdf},
timestamp = {Wed, 24 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/debu/BaoBCCD0FHH0L0L23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/DuanWZSZ23,
author = {Xuguang Duan and
Xin Wang and
Peilin Zhao and
Guangyao Shen and
Wenwu Zhu},
title = {DeepLogic: Joint Learning of Neural Perception and Logical Reasoning},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {4},
pages = {4321--4334},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2022.3191093},
doi = {10.1109/TPAMI.2022.3191093},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/DuanWZSZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/WuLZYZLH23,
author = {Wendi Wu and
Zongren Li and
Yawei Zhao and
Chen Yu and
Peilin Zhao and
Ji Liu and
Kunlun He},
title = {Decentralized Online Learning: Take Benefits from Others' Data without
Sharing Your Own to Track Global Trend},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {14},
number = {1},
pages = {13:1--13:22},
year = {2023},
url = {https://doi.org/10.1145/3559765},
doi = {10.1145/3559765},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/WuLZYZLH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GaoNCTLXZTL23,
author = {Ziqi Gao and
Yifan Niu and
Jiashun Cheng and
Jianheng Tang and
Lanqing Li and
Tingyang Xu and
Peilin Zhao and
Fugee Tsung and
Jia Li},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Handling Missing Data via Max-Entropy Regularized Graph Autoencoder},
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 = {7651--7659},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i6.25928},
doi = {10.1609/AAAI.V37I6.25928},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GaoNCTLXZTL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/JiZ0WLHXRRXLLHZ23,
author = {Yuanfeng Ji and
Lu Zhang and
Jiaxiang Wu and
Bingzhe Wu and
Lanqing Li and
Long{-}Kai Huang and
Tingyang Xu and
Yu Rong and
Jie Ren and
Ding Xue and
Houtim Lai and
Wei Liu and
Junzhou Huang and
Shuigeng Zhou and
Ping Luo and
Peilin Zhao and
Yatao Bian},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {DrugOOD: Out-of-Distribution Dataset Curator and Benchmark for AI-Aided
Drug Discovery - a Focus on Affinity Prediction Problems with Noise
Annotations},
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 = {8023--8031},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i7.25970},
doi = {10.1609/AAAI.V37I7.25970},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/JiZ0WLHXRRXLLHZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/0002LGZL23,
author = {Liang Zeng and
Lanqing Li and
Ziqi Gao and
Peilin Zhao and
Jian Li},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {ImGCL: Revisiting Graph Contrastive Learning on Imbalanced Node Classification},
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 = {11138--11146},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i9.26319},
doi = {10.1609/AAAI.V37I9.26319},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/0002LGZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acmturc/WangMW0ZZZHZWC23,
author = {Qichao Wang and
Huan Ma and
Wentao Wei and
Hangyu Li and
Changqing Zhang and
Peilin Zhao and
Binwen Zhao and
Bo Hu and
Shu Zhang and
Bingzhe Wu and
Liang Chen},
title = {Attention Paper: How Generative {AI} Reshapes Digital Shadow Industry?},
booktitle = {Proceedings of the {ACM} Turing Award Celebration Conference - China
2023, {ACM} {TURC} 2023, Wuhan, China, July 28-30, 2023},
pages = {143--144},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3603165.3607442},
doi = {10.1145/3603165.3607442},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acmturc/WangMW0ZZZHZWC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhaoRJTZYZ23,
author = {Kangfei Zhao and
Yu Rong and
Biaobin Jiang and
Jianheng Tang and
Hengtong Zhang and
Jeffrey Xu Yu and
Peilin Zhao},
editor = {Ingo Frommholz and
Frank Hopfgartner and
Mark Lee and
Michael Oakes and
Mounia Lalmas and
Min Zhang and
Rodrygo L. T. Santos},
title = {Geometric Graph Learning for Protein Mutation Effect Prediction},
booktitle = {Proceedings of the 32nd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {3412--3422},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583780.3614893},
doi = {10.1145/3583780.3614893},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ZhaoRJTZYZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/GuoCZCZHCT23,
author = {Yong Guo and
Yaofo Chen and
Yin Zheng and
Qi Chen and
Peilin Zhao and
Junzhou Huang and
Jian Chen and
Mingkui Tan},
title = {Pareto-aware Neural Architecture Generation for Diverse Computational
Budgets},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023 - Workshops, Vancouver, BC, Canada, June 17-24, 2023},
pages = {2248--2258},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPRW59228.2023.00219},
doi = {10.1109/CVPRW59228.2023.00219},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/GuoCZCZHCT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ZhouLZH023,
author = {Zhipeng Zhou and
Lanqing Li and
Peilin Zhao and
Pheng{-}Ann Heng and
Wei Gong},
title = {Class-Conditional Sharpness-Aware Minimization for Deep Long-Tailed
Recognition},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {3499--3509},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.00341},
doi = {10.1109/CVPR52729.2023.00341},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/ZhouLZH023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/WangLZHZ23,
author = {Deng{-}Bao Wang and
Lanqing Li and
Peilin Zhao and
Pheng{-}Ann Heng and
Min{-}Ling Zhang},
title = {On the Pitfall of Mixup for Uncertainty Calibration},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {7609--7618},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.00735},
doi = {10.1109/CVPR52729.2023.00735},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/WangLZHZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/ZhangZWLHT23,
author = {Yifan Zhang and
Peilin Zhao and
Qingyao Wu and
Bin Li and
Junzhou Huang and
Mingkui Tan},
title = {Cost-Sensitive Portfolio Selection via Deep Reinforcement Learning
(Extended Abstract)},
booktitle = {39th {IEEE} International Conference on Data Engineering, {ICDE} 2023,
Anaheim, CA, USA, April 3-7, 2023},
pages = {3771--3772},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDE55515.2023.00312},
doi = {10.1109/ICDE55515.2023.00312},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/ZhangZWLHT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/FengSZ023,
author = {Wanjin Feng and
Hailong Shi and
Peilin Zhao and
Xingyu Gao},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {Mixtron: Bandit Online Multiclass Prediction with Implicit Feedback},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1004--1012},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00115},
doi = {10.1109/ICDM58522.2023.00115},
timestamp = {Tue, 13 Feb 2024 11:46:18 +0100},
biburl = {https://dblp.org/rec/conf/icdm/FengSZ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/0002ZBXWZ00Z0C23,
author = {Yongqiang Chen and
Kaiwen Zhou and
Yatao Bian and
Binghui Xie and
Bingzhe Wu and
Yonggang Zhang and
Kaili Ma and
Han Yang and
Peilin Zhao and
Bo Han and
James Cheng},
title = {Pareto Invariant Risk Minimization: Towards Mitigating the Optimization
Dilemma in Out-of-Distribution Generalization},
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/pdf?id=esFxSb\_0pSL},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/0002ZBXWZ00Z0C23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Niu00WCZT23,
author = {Shuaicheng Niu and
Jiaxiang Wu and
Yifan Zhang and
Zhiquan Wen and
Yaofo Chen and
Peilin Zhao and
Mingkui Tan},
title = {Towards Stable Test-time Adaptation in Dynamic Wild World},
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/pdf?id=g2YraF75Tj},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Niu00WCZT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Wang0LYBZZ23,
author = {Fu{-}Yun Wang and
Da{-}Wei Zhou and
Liu Liu and
Han{-}Jia Ye and
Yatao Bian and
De{-}Chuan Zhan and
Peilin Zhao},
title = {{BEEF:} Bi-Compatible Class-Incremental Learning via Energy-Based
Expansion and Fusion},
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/pdf?id=iP77\_axu0h3},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Wang0LYBZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuTXZLYTZW23,
author = {Songtao Liu and
Zhengkai Tu and
Minkai Xu and
Zuobai Zhang and
Lu Lin and
Rex Ying and
Jian Tang and
Peilin Zhao and
Dinghao Wu},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {FusionRetro: Molecule Representation Fusion via In-Context Learning
for Retrosynthetic Planning},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {22028--22041},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/liu23ah.html},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiuTXZLYTZW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/MengZ0K23,
author = {Ziqiao Meng and
Peilin Zhao and
Yang Yu and
Irwin King},
title = {Doubly Stochastic Graph-based Non-autoregressive Reaction Prediction},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on
Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
SAR, China},
pages = {4064--4072},
publisher = {ijcai.org},
year = {2023},
url = {https://doi.org/10.24963/ijcai.2023/452},
doi = {10.24963/IJCAI.2023/452},
timestamp = {Mon, 28 Aug 2023 17:23:07 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/MengZ0K23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/MengZ0K23a,
author = {Ziqiao Meng and
Peilin Zhao and
Yang Yu and
Irwin King},
title = {A Unified View of Deep Learning for Reaction and Retrosynthesis Prediction:
Current Status and Future Challenges},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on
Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
SAR, China},
pages = {6723--6731},
publisher = {ijcai.org},
year = {2023},
url = {https://doi.org/10.24963/ijcai.2023/753},
doi = {10.24963/IJCAI.2023/753},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/MengZ0K23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/CaoLWZLWRZ23,
author = {Zeyu Cao and
Zhipeng Liang and
Bingzhe Wu and
Shu Zhang and
Hangyu Li and
Ouyang Wen and
Yu Rong and
Peilin Zhao},
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 = {Privacy Matters: Vertical Federated Linear Contextual Bandits for
Privacy Protected Recommendation},
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 = {154--166},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599475},
doi = {10.1145/3580305.3599475},
timestamp = {Mon, 25 Sep 2023 08:29:22 +0200},
biburl = {https://dblp.org/rec/conf/kdd/CaoLWZLWRZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HuangZHP23,
author = {Long{-}Kai Huang and
Peilin Zhao and
Junzhou Huang and
Sinno Jialin Pan},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Retaining Beneficial Information from Detrimental Data for Neural
Network Repair},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/964b1c8dd5667fd647c09c8772829fd1-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HuangZHP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MaZBLZZZFHW23,
author = {Huan Ma and
Changqing Zhang and
Yatao Bian and
Lemao Liu and
Zhirui Zhang and
Peilin Zhao and
Shu Zhang and
Huazhu Fu and
Qinghua Hu and
Bingzhe Wu},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Fairness-guided Few-shot Prompting for Large Language Models},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/8678da90126aa58326b2fc0254b33a8c-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MaZBLZZZFHW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TangHGZL23,
author = {Jianheng Tang and
Fengrui Hua and
Ziqi Gao and
Peilin Zhao and
Jia Li},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {GADBench: Revisiting and Benchmarking Supervised Graph Anomaly Detection},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/5eaafd67434a4cfb1cf829722c65f184-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/TangHGZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LinZDOZ23,
author = {Zerun Lin and
Yuhan Zhang and
Lixin Duan and
Le Ou{-}Yang and
Peilin Zhao},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {MoVAE: {A} Variational AutoEncoder for Molecular Graph Generation},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {514--522},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch58},
doi = {10.1137/1.9781611977653.CH58},
timestamp = {Tue, 17 Oct 2023 16:39:08 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LinZDOZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MengLZ0K23,
author = {Ziqiao Meng and
Yaoman Li and
Peilin Zhao and
Yang Yu and
Irwin King},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Meta-Learning with Motif-based Task Augmentation for Few-Shot Molecular
Property Prediction},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {811--819},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch91},
doi = {10.1137/1.9781611977653.CH91},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MengLZ0K23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LiuZXBHZM23,
author = {Hanwen Liu and
Peilin Zhao and
Tingyang Xu and
Yatao Bian and
Junzhou Huang and
Yuesheng Zhu and
Yadong Mu},
editor = {Ying Ding and
Jie Tang and
Juan F. Sequeda and
Lora Aroyo and
Carlos Castillo and
Geert{-}Jan Houben},
title = {Curriculum Graph Poisoning},
booktitle = {Proceedings of the {ACM} Web Conference 2023, {WWW} 2023, Austin,
TX, USA, 30 April 2023 - 4 May 2023},
pages = {2011--2021},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3543507.3583211},
doi = {10.1145/3543507.3583211},
timestamp = {Mon, 28 Aug 2023 21:17:10 +0200},
biburl = {https://dblp.org/rec/conf/www/LiuZXBHZM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-12400,
author = {Shuaicheng Niu and
Jiaxiang Wu and
Yifan Zhang and
Zhiquan Wen and
Yaofo Chen and
Peilin Zhao and
Mingkui Tan},
title = {Towards Stable Test-Time Adaptation in Dynamic Wild World},
journal = {CoRR},
volume = {abs/2302.12400},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.12400},
doi = {10.48550/ARXIV.2302.12400},
eprinttype = {arXiv},
eprint = {2302.12400},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-12400.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-07046,
author = {Ziniu Li and
Ke Xu and
Liu Liu and
Lanqing Li and
Deheng Ye and
Peilin Zhao},
title = {Deploying Offline Reinforcement Learning with Human Feedback},
journal = {CoRR},
volume = {abs/2303.07046},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.07046},
doi = {10.48550/ARXIV.2303.07046},
eprinttype = {arXiv},
eprint = {2303.07046},
timestamp = {Thu, 16 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-07046.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-13217,
author = {Huan Ma and
Changqing Zhang and
Yatao Bian and
Lemao Liu and
Zhirui Zhang and
Peilin Zhao and
Shu Zhang and
Huazhu Fu and
Qinghua Hu and
Bingzhe Wu},
title = {Fairness-guided Few-shot Prompting for Large Language Models},
journal = {CoRR},
volume = {abs/2303.13217},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.13217},
doi = {10.48550/ARXIV.2303.13217},
eprinttype = {arXiv},
eprint = {2303.13217},
timestamp = {Thu, 13 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-13217.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-04148,
author = {Zongbo Han and
Zhipeng Liang and
Fan Yang and
Liu Liu and
Lanqing Li and
Yatao Bian and
Peilin Zhao and
Qinghua Hu and
Bingzhe Wu and
Changqing Zhang and
Jianhua Yao},
title = {Reweighted Mixup for Subpopulation Shift},
journal = {CoRR},
volume = {abs/2304.04148},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.04148},
doi = {10.48550/ARXIV.2304.04148},
eprinttype = {arXiv},
eprint = {2304.04148},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-04148.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-15156,
author = {Yuanfeng Ji and
Yatao Bian and
Guoji Fu and
Peilin Zhao and
Ping Luo},
title = {SyNDock: {N} Rigid Protein Docking via Learnable Group Synchronization},
journal = {CoRR},
volume = {abs/2305.15156},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.15156},
doi = {10.48550/ARXIV.2305.15156},
eprinttype = {arXiv},
eprint = {2305.15156},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-15156.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-18346,
author = {Qichao Wang and
Huan Ma and
Wentao Wei and
Hangyu Li and
Liang Chen and
Peilin Zhao and
Binwen Zhao and
Bo Hu and
Shu Zhang and
Zibin Zheng and
Bingzhe Wu},
title = {Attention Paper: How Generative {AI} Reshapes Digital Shadow Industry?},
journal = {CoRR},
volume = {abs/2305.18346},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.18346},
doi = {10.48550/ARXIV.2305.18346},
eprinttype = {arXiv},
eprint = {2305.18346},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-18346.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-06119,
author = {Ziqiao Meng and
Peilin Zhao and
Yang Yu and
Irwin King},
title = {Doubly Stochastic Graph-based Non-autoregressive Reaction Prediction},
journal = {CoRR},
volume = {abs/2306.06119},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.06119},
doi = {10.48550/ARXIV.2306.06119},
eprinttype = {arXiv},
eprint = {2306.06119},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-06119.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-12251,
author = {Jianheng Tang and
Fengrui Hua and
Ziqi Gao and
Peilin Zhao and
Jia Li},
title = {GADBench: Revisiting and Benchmarking Supervised Graph Anomaly Detection},
journal = {CoRR},
volume = {abs/2306.12251},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.12251},
doi = {10.48550/ARXIV.2306.12251},
eprinttype = {arXiv},
eprint = {2306.12251},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-12251.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-15890,
author = {Ziqiao Meng and
Peilin Zhao and
Yang Yu and
Irwin King},
title = {A Unified View of Deep Learning for Reaction and Retrosynthesis Prediction:
Current Status and Future Challenges},
journal = {CoRR},
volume = {abs/2306.15890},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.15890},
doi = {10.48550/ARXIV.2306.15890},
eprinttype = {arXiv},
eprint = {2306.15890},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-15890.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-16242,
author = {Peng Tang and
Zhiqiang Xu and
Pengfei Wei and
Xiaobin Hu and
Peilin Zhao and
Xin Cao and
Chunlai Zhou and
Tobias Lasser},
title = {SR-R\({}^{\mbox{2}}\)KAC: Improving Single Image Defocus Deblurring},
journal = {CoRR},
volume = {abs/2307.16242},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.16242},
doi = {10.48550/ARXIV.2307.16242},
eprinttype = {arXiv},
eprint = {2307.16242},
timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-16242.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-10806,
author = {Zixuan Liu and
Liu Liu and
Xueqian Wang and
Peilin Zhao},
title = {Differentiable Frank-Wolfe Optimization Layer},
journal = {CoRR},
volume = {abs/2308.10806},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.10806},
doi = {10.48550/ARXIV.2308.10806},
eprinttype = {arXiv},
eprint = {2308.10806},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-10806.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-13212,
author = {Yang Liu and
Jiashun Cheng and
Haihong Zhao and
Tingyang Xu and
Peilin Zhao and
Fugee Tsung and
Jia Li and
Yu Rong},
title = {Physics-Inspired Neural Graph {ODE} for Long-term Dynamical Simulation},
journal = {CoRR},
volume = {abs/2308.13212},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.13212},
doi = {10.48550/ARXIV.2308.13212},
eprinttype = {arXiv},
eprint = {2308.13212},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-13212.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-11166,
author = {Haoyu Wang and
Guozheng Ma and
Cong Yu and
Ning Gui and
Linrui Zhang and
Zhiqi Huang and
Suwei Ma and
Yongzhe Chang and
Sen Zhang and
Li Shen and
Xueqian Wang and
Peilin Zhao and
Dacheng Tao},
title = {Are Large Language Models Really Robust to Word-Level Perturbations?},
journal = {CoRR},
volume = {abs/2309.11166},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.11166},
doi = {10.48550/ARXIV.2309.11166},
eprinttype = {arXiv},
eprint = {2309.11166},
timestamp = {Fri, 20 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-11166.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-03400,
author = {Huan Ma and
Changqing Zhang and
Huazhu Fu and
Peilin Zhao and
Bingzhe Wu},
title = {Adapting Large Language Models for Content Moderation: Pitfalls in
Data Engineering and Supervised Fine-tuning},
journal = {CoRR},
volume = {abs/2310.03400},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.03400},
doi = {10.48550/ARXIV.2310.03400},
eprinttype = {arXiv},
eprint = {2310.03400},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-03400.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-08061,
author = {Yiqiang Yi and
Xu Wan and
Yatao Bian and
Le Ou{-}Yang and
Peilin Zhao},
title = {ETDock: {A} Novel Equivariant Transformer for Protein-Ligand Docking},
journal = {CoRR},
volume = {abs/2310.08061},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.08061},
doi = {10.48550/ARXIV.2310.08061},
eprinttype = {arXiv},
eprint = {2310.08061},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-08061.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-14985,
author = {Yihuai Lan and
Zhiqiang Hu and
Lei Wang and
Yang Wang and
Deheng Ye and
Peilin Zhao and
Ee{-}Peng Lim and
Hui Xiong and
Hao Wang},
title = {LLM-Based Agent Society Investigation: Collaboration and Confrontation
in Avalon Gameplay},
journal = {CoRR},
volume = {abs/2310.14985},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.14985},
doi = {10.48550/ARXIV.2310.14985},
eprinttype = {arXiv},
eprint = {2310.14985},
timestamp = {Wed, 17 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-14985.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-09832,
author = {Liang Chen and
Yatao Bian and
Yang Deng and
Shuaiyi Li and
Bingzhe Wu and
Peilin Zhao and
Kam{-}Fai Wong},
title = {X-Mark: Towards Lossless Watermarking Through Lexical Redundancy},
journal = {CoRR},
volume = {abs/2311.09832},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.09832},
doi = {10.48550/ARXIV.2311.09832},
eprinttype = {arXiv},
eprint = {2311.09832},
timestamp = {Wed, 13 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-09832.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ZengHTRZHG22,
author = {Runhao Zeng and
Wenbing Huang and
Mingkui Tan and
Yu Rong and
Peilin Zhao and
Junzhou Huang and
Chuang Gan},
title = {Graph Convolutional Module for Temporal Action Localization in Videos},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {44},
number = {10},
pages = {6209--6223},
year = {2022},
url = {https://doi.org/10.1109/TPAMI.2021.3090167},
doi = {10.1109/TPAMI.2021.3090167},
timestamp = {Thu, 22 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/ZengHTRZHG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/GuoZTCLCZH22,
author = {Yong Guo and
Yin Zheng and
Mingkui Tan and
Qi Chen and
Zhipeng Li and
Jian Chen and
Peilin Zhao and
Junzhou Huang},
title = {Towards Accurate and Compact Architectures via Neural Architecture
Transformer},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {44},
number = {10},
pages = {6501--6516},
year = {2022},
url = {https://doi.org/10.1109/TPAMI.2021.3086914},
doi = {10.1109/TPAMI.2021.3086914},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/GuoZTCLCZH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangZWLHT22,
author = {Yifan Zhang and
Peilin Zhao and
Qingyao Wu and
Bin Li and
Junzhou Huang and
Mingkui Tan},
title = {Cost-Sensitive Portfolio Selection via Deep Reinforcement Learning},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {34},
number = {1},
pages = {236--248},
year = {2022},
url = {https://doi.org/10.1109/TKDE.2020.2979700},
doi = {10.1109/TKDE.2020.2979700},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ZhangZWLHT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/HanSSZZZ22,
author = {Peng Han and
Shuo Shang and
Aixin Sun and
Peilin Zhao and
Kai Zheng and
Xiangliang Zhang},
title = {Point-of-Interest Recommendation With Global and Local Context},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {34},
number = {11},
pages = {5484--5495},
year = {2022},
url = {https://doi.org/10.1109/TKDE.2021.3059744},
doi = {10.1109/TKDE.2021.3059744},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/HanSSZZZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/YeCZQYZCSLLLLSW22,
author = {Deheng Ye and
Guibin Chen and
Peilin Zhao and
Fuhao Qiu and
Bo Yuan and
Wen Zhang and
Sheng Chen and
Mingfei Sun and
Xiaoqian Li and
Siqin Li and
Jing Liang and
Zhenjie Lian and
Bei Shi and
Liang Wang and
Tengfei Shi and
Qiang Fu and
Wei Yang and
Lanxiao Huang},
title = {Supervised Learning Achieves Human-Level Performance in {MOBA} Games:
{A} Case Study of Honor of Kings},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {33},
number = {3},
pages = {908--918},
year = {2022},
url = {https://doi.org/10.1109/TNNLS.2020.3029475},
doi = {10.1109/TNNLS.2020.3029475},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/YeCZQYZCSLLLLSW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/0005ZLHWSY022,
author = {Peng Han and
Peilin Zhao and
Chan Lu and
Junzhou Huang and
Jiaxiang Wu and
Shuo Shang and
Bin Yao and
Xiangliang Zhang},
title = {GNN-Retro: Retrosynthetic Planning with Graph Neural Networks},
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 = {4014--4021},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i4.20318},
doi = {10.1609/AAAI.V36I4.20318},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/0005ZLHWSY022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/LiYWRZCYTG22,
author = {Jiawei Li and
Fan Yang and
Fang Wang and
Yu Rong and
Peilin Zhao and
Shizhan Chen and
Jianhua Yao and
Jijun Tang and
Fei Guo},
editor = {Donald A. Adjeroh and
Qi Long and
Xinghua Mindy Shi and
Fei Guo and
Xiaohua Hu and
Srinivas Aluru and
Giri Narasimhan and
Jianxin Wang and
Mingon Kang and
Ananda Mondal and
Jin Liu},
title = {Integrating Prior Knowledge with Graph Encoder for Gene Regulatory
Inference from Single-cell RNA-Seq Data},
booktitle = {{IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2022, Las Vegas, NV, USA, December 6-8, 2022},
pages = {102--107},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BIBM55620.2022.9995287},
doi = {10.1109/BIBM55620.2022.9995287},
timestamp = {Sat, 04 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/LiYWRZCYTG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/QianLLTZG22,
author = {Yicheng Qian and
Weixin Luo and
Dongze Lian and
Xu Tang and
Peilin Zhao and
Shenghua Gao},
title = {{SVIP:} Sequence VerIfication for Procedures in Videos},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {19858--19870},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.01927},
doi = {10.1109/CVPR52688.2022.01927},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/QianLLTZG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FuZB22,
author = {Guoji Fu and
Peilin Zhao and
Yatao Bian},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {p-Laplacian Based Graph Neural Networks},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {6878--6917},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/fu22e.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/FuZB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuYDLXRZHW22,
author = {Songtao Liu and
Rex Ying and
Hanze Dong and
Lanqing Li and
Tingyang Xu and
Yu Rong and
Peilin Zhao and
Junzhou Huang and
Dinghao Wu},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Local Augmentation for Graph Neural Networks},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {14054--14072},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/liu22s.html},
timestamp = {Tue, 12 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuYDLXRZHW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NiuW0CZZT22,
author = {Shuaicheng Niu and
Jiaxiang Wu and
Yifan Zhang and
Yaofo Chen and
Shijian Zheng and
Peilin Zhao and
Mingkui Tan},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Efficient Test-Time Model Adaptation without Forgetting},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {16888--16905},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/niu22a.html},
timestamp = {Fri, 11 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/NiuW0CZZT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/ZhouWTFHZXW22,
author = {Kuangqi Zhou and
Kaixin Wang and
Jian Tang and
Jiashi Feng and
Bryan Hooi and
Peilin Zhao and
Tingyang Xu and
Xinchao Wang},
editor = {Bastian Rieck and
Razvan Pascanu},
title = {Jointly Modelling Uncertainty and Diversity for Active Molecular Property
Prediction},
booktitle = {Learning on Graphs Conference, LoG 2022, 9-12 December 2022, Virtual
Event},
series = {Proceedings of Machine Learning Research},
volume = {198},
pages = {29},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v198/zhou22b.html},
timestamp = {Fri, 17 Feb 2023 16:29:10 +0100},
biburl = {https://dblp.org/rec/conf/log/ZhouWTFHZXW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HanL0LLBZWZ022,
author = {Zongbo Han and
Zhipeng Liang and
Fan Yang and
Liu Liu and
Lanqing Li and
Yatao Bian and
Peilin Zhao and
Bingzhe Wu and
Changqing Zhang and
Jianhua Yao},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {{UMIX:} Improving Importance Weighting for Subpopulation Shift via
Uncertainty-Aware Mixup},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/f593c9c251d4d7cf14d4ab9861dfb7eb-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HanL0LLBZWZ022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/OuXSLZB22,
author = {Zijing Ou and
Tingyang Xu and
Qinliang Su and
Yingzhen Li and
Peilin Zhao and
Yatao Bian},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Learning Neural Set Functions Under the Optimal Subset Oracle},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/e332505c4c80ad1d9dc0af26103b672b-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/OuXSLZB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/MinRXBLLHAZ22,
author = {Erxue Min and
Yu Rong and
Tingyang Xu and
Yatao Bian and
Da Luo and
Kangyi Lin and
Junzhou Huang and
Sophia Ananiadou and
Peilin Zhao},
editor = {Enrique Amig{\'{o}} and
Pablo Castells and
Julio Gonzalo and
Ben Carterette and
J. Shane Culpepper and
Gabriella Kazai},
title = {Neighbour Interaction based Click-Through Rate Prediction via Graph-masked
Transformer},
booktitle = {{SIGIR} '22: The 45th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, Madrid, Spain, July 11 -
15, 2022},
pages = {353--362},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3477495.3532031},
doi = {10.1145/3477495.3532031},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/MinRXBLLHAZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/GaoXZLWYZ22,
author = {Chengqian Gao and
Ke Xu and
Kuangqi Zhou and
Lanqing Li and
Xueqian Wang and
Bo Yuan and
Peilin Zhao},
editor = {Enrique Amig{\'{o}} and
Pablo Castells and
Julio Gonzalo and
Ben Carterette and
J. Shane Culpepper and
Gabriella Kazai},
title = {Value Penalized Q-Learning for Recommender Systems},
booktitle = {{SIGIR} '22: The 45th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, Madrid, Spain, July 11 -
15, 2022},
pages = {2008--2012},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3477495.3531796},
doi = {10.1145/3477495.3531796},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/GaoXZLWYZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/MinRBXZHA22,
author = {Erxue Min and
Yu Rong and
Yatao Bian and
Tingyang Xu and
Peilin Zhao and
Junzhou Huang and
Sophia Ananiadou},
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 = {Divide-and-Conquer: Post-User Interaction Network for Fake News Detection
on Social Media},
booktitle = {{WWW} '22: The {ACM} Web Conference 2022, Virtual Event, Lyon, France,
April 25 - 29, 2022},
pages = {1148--1158},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3485447.3512163},
doi = {10.1145/3485447.3512163},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/MinRBXZHA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-09637,
author = {Yuanfeng Ji and
Lu Zhang and
Jiaxiang Wu and
Bingzhe Wu and
Long{-}Kai Huang and
Tingyang Xu and
Yu Rong and
Lanqing Li and
Jie Ren and
Ding Xue and
Houtim Lai and
Shaoyong Xu and
Jing Feng and
Wei Liu and
Ping Luo and
Shuigeng Zhou and
Junzhou Huang and
Peilin Zhao and
Yatao Bian},
title = {DrugOOD: Out-of-Distribution {(OOD)} Dataset Curator and Benchmark
for AI-aided Drug Discovery - {A} Focus on Affinity Prediction Problems
with Noise Annotations},
journal = {CoRR},
volume = {abs/2201.09637},
year = {2022},
url = {https://arxiv.org/abs/2201.09637},
eprinttype = {arXiv},
eprint = {2201.09637},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-09637.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-13311,
author = {Erxue Min and
Yu Rong and
Tingyang Xu and
Yatao Bian and
Peilin Zhao and
Junzhou Huang and
Da Luo and
Kangyi Lin and
Sophia Ananiadou},
title = {Masked Transformer for Neighhourhood-aware Click-Through Rate Prediction},
journal = {CoRR},
volume = {abs/2201.13311},
year = {2022},
url = {https://arxiv.org/abs/2201.13311},
eprinttype = {arXiv},
eprint = {2201.13311},
timestamp = {Wed, 02 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-13311.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-08455,
author = {Erxue Min and
Runfa Chen and
Yatao Bian and
Tingyang Xu and
Kangfei Zhao and
Wenbing Huang and
Peilin Zhao and
Junzhou Huang and
Sophia Ananiadou and
Yu Rong},
title = {Transformer for Graphs: An Overview from Architecture Perspective},
journal = {CoRR},
volume = {abs/2202.08455},
year = {2022},
url = {https://arxiv.org/abs/2202.08455},
eprinttype = {arXiv},
eprint = {2202.08455},
timestamp = {Tue, 01 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-08455.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-01693,
author = {Zijing Ou and
Tingyang Xu and
Qinliang Su and
Yingzhen Li and
Peilin Zhao and
Yatao Bian},
title = {Learning Set Functions Under the Optimal Subset Oracle via Equivariant
Variational Inference},
journal = {CoRR},
volume = {abs/2203.01693},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.01693},
doi = {10.48550/ARXIV.2203.01693},
eprinttype = {arXiv},
eprint = {2203.01693},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-01693.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-10853,
author = {Shuaicheng Niu and
Jiaxiang Wu and
Yifan Zhang and
Guanghui Xu and
Haokun Li and
Peilin Zhao and
Junzhou Huang and
Yaowei Wang and
Mingkui Tan},
title = {Boost Test-Time Performance with Closed-Loop Inference},
journal = {CoRR},
volume = {abs/2203.10853},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.10853},
doi = {10.48550/ARXIV.2203.10853},
eprinttype = {arXiv},
eprint = {2203.10853},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-10853.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-02610,
author = {Shuaicheng Niu and
Jiaxiang Wu and
Yifan Zhang and
Yaofo Chen and
Shijian Zheng and
Peilin Zhao and
Mingkui Tan},
title = {Efficient Test-Time Model Adaptation without Forgetting},
journal = {CoRR},
volume = {abs/2204.02610},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.02610},
doi = {10.48550/ARXIV.2204.02610},
eprinttype = {arXiv},
eprint = {2204.02610},
timestamp = {Fri, 11 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-02610.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-07742,
author = {Bingzhe Wu and
Zhipeng Liang and
Yuxuan Han and
Yatao Bian and
Peilin Zhao and
Junzhou Huang},
title = {{DRFLM:} Distributionally Robust Federated Learning with Inter-client
Noise via Local Mixup},
journal = {CoRR},
volume = {abs/2204.07742},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.07742},
doi = {10.48550/ARXIV.2204.07742},
eprinttype = {arXiv},
eprint = {2204.07742},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-07742.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-05964,
author = {Qianggang Ding and
Deheng Ye and
Tingyang Xu and
Peilin Zhao},
title = {{GPN:} {A} Joint Structural Learning Framework for Graph Neural Networks},
journal = {CoRR},
volume = {abs/2205.05964},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.05964},
doi = {10.48550/ARXIV.2205.05964},
eprinttype = {arXiv},
eprint = {2205.05964},
timestamp = {Tue, 17 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-05964.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-07493,
author = {Shibo Feng and
Ke Xu and
Jiaxiang Wu and
Pengcheng Wu and
Fan Lin and
Peilin Zhao},
title = {Multi-scale Attention Flow for Probabilistic Time Series Forecasting},
journal = {CoRR},
volume = {abs/2205.07493},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.07493},
doi = {10.48550/ARXIV.2205.07493},
eprinttype = {arXiv},
eprint = {2205.07493},
timestamp = {Fri, 11 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-07493.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-10014,
author = {Bingzhe Wu and
Jintang Li and
Junchi Yu and
Yatao Bian and
Hengtong Zhang and
Chaochao Chen and
Chengbin Hou and
Guoji Fu and
Liang Chen and
Tingyang Xu and
Yu Rong and
Xiaolin Zheng and
Junzhou Huang and
Ran He and
Baoyuan Wu and
Guangyu Sun and
Peng Cui and
Zibin Zheng and
Zhe Liu and
Peilin Zhao},
title = {A Survey of Trustworthy Graph Learning: Reliability, Explainability,
and Privacy Protection},
journal = {CoRR},
volume = {abs/2205.10014},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.10014},
doi = {10.48550/ARXIV.2205.10014},
eprinttype = {arXiv},
eprint = {2205.10014},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-10014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-11332,
author = {Liang Zeng and
Lanqing Li and
Ziqi Gao and
Peilin Zhao and
Jian Li},
title = {ImGCL: Revisiting Graph Contrastive Learning on Imbalanced Node Classification},
journal = {CoRR},
volume = {abs/2205.11332},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.11332},
doi = {10.48550/ARXIV.2205.11332},
eprinttype = {arXiv},
eprint = {2205.11332},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-11332.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-05631,
author = {Ke Xu and
Jianqiao Wangni and
Yifan Zhang and
Deheng Ye and
Jiaxiang Wu and
Peilin Zhao},
title = {Quantized Adaptive Subgradient Algorithms and Their Applications},
journal = {CoRR},
volume = {abs/2208.05631},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.05631},
doi = {10.48550/ARXIV.2208.05631},
eprinttype = {arXiv},
eprint = {2208.05631},
timestamp = {Mon, 14 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-05631.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-07921,
author = {Lanqing Li and
Liang Zeng and
Ziqi Gao and
Shen Yuan and
Yatao Bian and
Bingzhe Wu and
Hengtong Zhang and
Chan Lu and
Yang Yu and
Wei Liu and
Hongteng Xu and
Jia Li and
Peilin Zhao and
Pheng{-}Ann Heng},
title = {ImDrug: {A} Benchmark for Deep Imbalanced Learning in AI-aided Drug
Discovery},
journal = {CoRR},
volume = {abs/2209.07921},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.07921},
doi = {10.48550/ARXIV.2209.07921},
eprinttype = {arXiv},
eprint = {2209.07921},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-07921.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-08928,
author = {Zongbo Han and
Zhipeng Liang and
Fan Yang and
Liu Liu and
Lanqing Li and
Yatao Bian and
Peilin Zhao and
Bingzhe Wu and
Changqing Zhang and
Jianhua Yao},
title = {{UMIX:} Improving Importance Weighting for Subpopulation Shift via
Uncertainty-Aware Mixup},
journal = {CoRR},
volume = {abs/2209.08928},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.08928},
doi = {10.48550/ARXIV.2209.08928},
eprinttype = {arXiv},
eprint = {2209.08928},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-08928.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-13178,
author = {Jiahan Liu and
Chaochao Yan and
Yang Yu and
Chan Lu and
Junzhou Huang and
Le Ou{-}Yang and
Peilin Zhao},
title = {{MARS:} {A} Motif-based Autoregressive Model for Retrosynthesis Prediction},
journal = {CoRR},
volume = {abs/2209.13178},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.13178},
doi = {10.48550/ARXIV.2209.13178},
eprinttype = {arXiv},
eprint = {2209.13178},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-13178.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-15315,
author = {Songtao Liu and
Rex Ying and
Zuobai Zhang and
Peilin Zhao and
Jian Tang and
Lu Lin and
Dinghao Wu},
title = {Metro: Memory-Enhanced Transformer for Retrosynthetic Planning via
Reaction Tree},
journal = {CoRR},
volume = {abs/2209.15315},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.15315},
doi = {10.48550/ARXIV.2209.15315},
eprinttype = {arXiv},
eprint = {2209.15315},
timestamp = {Thu, 06 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-15315.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-07634,
author = {Yong Guo and
Yaofo Chen and
Yin Zheng and
Qi Chen and
Peilin Zhao and
Jian Chen and
Junzhou Huang and
Mingkui Tan},
title = {Pareto-aware Neural Architecture Generation for Diverse Computational
Budgets},
journal = {CoRR},
volume = {abs/2210.07634},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.07634},
doi = {10.48550/ARXIV.2210.07634},
eprinttype = {arXiv},
eprint = {2210.07634},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-07634.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-10469,
author = {Chengqian Gao and
Ke Xu and
Liu Liu and
Deheng Ye and
Peilin Zhao and
Zhiqiang Xu},
title = {Robust Offline Reinforcement Learning with Gradient Penalty and Constraint
Relaxation},
journal = {CoRR},
volume = {abs/2210.10469},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.10469},
doi = {10.48550/ARXIV.2210.10469},
eprinttype = {arXiv},
eprint = {2210.10469},
timestamp = {Mon, 24 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-10469.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-11050,
author = {Zeyu Cao and
Zhipeng Liang and
Shu Zhang and
Hangyu Li and
Ouyang Wen and
Yu Rong and
Peilin Zhao and
Bingzhe Wu},
title = {Vertical Federated Linear Contextual Bandits},
journal = {CoRR},
volume = {abs/2210.11050},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.11050},
doi = {10.48550/ARXIV.2210.11050},
eprinttype = {arXiv},
eprint = {2210.11050},
timestamp = {Tue, 22 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-11050.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-16098,
author = {Yiqiang Yi and
Xu Wan and
Kangfei Zhao and
Le Ou{-}Yang and
Peilin Zhao},
title = {Predicting Protein-Ligand Binding Affinity with Equivariant Line Graph
Network},
journal = {CoRR},
volume = {abs/2210.16098},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.16098},
doi = {10.48550/ARXIV.2210.16098},
eprinttype = {arXiv},
eprint = {2210.16098},
timestamp = {Thu, 03 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-16098.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-16771,
author = {Ziqi Gao and
Yifan Niu and
Jiashun Cheng and
Jianheng Tang and
Tingyang Xu and
Peilin Zhao and
Lanqing Li and
Fugee Tsung and
Jia Li},
title = {Handling Missing Data via Max-Entropy Regularized Graph Autoencoder},
journal = {CoRR},
volume = {abs/2211.16771},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.16771},
doi = {10.48550/ARXIV.2211.16771},
eprinttype = {arXiv},
eprint = {2211.16771},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-16771.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/icl/LiLLZSN21,
author = {Guangxia Li and
Jia Liu and
Xiao Lu and
Peilin Zhao and
Yulong Shen and
Dusit Niyato},
title = {Decentralized Online Learning With Compressed Communication for Near-Sensor
Data Analytics},
journal = {{IEEE} Commun. Lett.},
volume = {25},
number = {9},
pages = {2958--2962},
year = {2021},
url = {https://doi.org/10.1109/LCOMM.2021.3091994},
doi = {10.1109/LCOMM.2021.3091994},
timestamp = {Wed, 22 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/icl/LiLLZSN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LiZWCZ21,
author = {Xiaoli Li and
Peilin Zhao and
Min Wu and
Zhenghua Chen and
Le Zhang},
title = {Deep learning for human activity recognition},
journal = {Neurocomputing},
volume = {444},
pages = {214--216},
year = {2021},
url = {https://doi.org/10.1016/j.neucom.2020.11.020},
doi = {10.1016/J.NEUCOM.2020.11.020},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/LiZWCZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/MaoXXRHZ21,
author = {Kelong Mao and
Xi Xiao and
Tingyang Xu and
Yu Rong and
Junzhou Huang and
Peilin Zhao},
title = {Molecular graph enhanced transformer for retrosynthesis prediction},
journal = {Neurocomputing},
volume = {457},
pages = {193--202},
year = {2021},
url = {https://doi.org/10.1016/j.neucom.2021.06.037},
doi = {10.1016/J.NEUCOM.2021.06.037},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/MaoXXRHZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/HoiSLZ21,
author = {Steven C. H. Hoi and
Doyen Sahoo and
Jing Lu and
Peilin Zhao},
title = {Online learning: {A} comprehensive survey},
journal = {Neurocomputing},
volume = {459},
pages = {249--289},
year = {2021},
url = {https://doi.org/10.1016/j.neucom.2021.04.112},
doi = {10.1016/J.NEUCOM.2021.04.112},
timestamp = {Fri, 24 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/HoiSLZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/HuWYZCH21,
author = {Zhibin Hu and
Jiachun Wang and
Yan Yan and
Peilin Zhao and
Jian Chen and
Jin Huang},
title = {Neural graph personalized ranking for Top-N Recommendation},
journal = {Knowl. Based Syst.},
volume = {213},
pages = {106426},
year = {2021},
url = {https://doi.org/10.1016/j.knosys.2020.106426},
doi = {10.1016/J.KNOSYS.2020.106426},
timestamp = {Fri, 19 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/HuWYZCH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/NiuWZGZHT21,
author = {Shuaicheng Niu and
Jiaxiang Wu and
Yifan Zhang and
Yong Guo and
Peilin Zhao and
Junzhou Huang and
Mingkui Tan},
title = {Disturbance-immune weight sharing for neural architecture search},
journal = {Neural Networks},
volume = {144},
pages = {553--564},
year = {2021},
url = {https://doi.org/10.1016/j.neunet.2021.09.002},
doi = {10.1016/J.NEUNET.2021.09.002},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/NiuWZGZHT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangZNWCHT21,
author = {Yifan Zhang and
Peilin Zhao and
Shuaicheng Niu and
Qingyao Wu and
Jiezhang Cao and
Junzhou Huang and
Mingkui Tan},
title = {Online Adaptive Asymmetric Active Learning With Limited Budgets},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {33},
number = {6},
pages = {2680--2692},
year = {2021},
url = {https://doi.org/10.1109/TKDE.2019.2955078},
doi = {10.1109/TKDE.2019.2955078},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ZhangZNWCHT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangWXWZLWHC21,
author = {Qin Wang and
Boyuan Wang and
Zhenlei Xu and
Jiaxiang Wu and
Peilin Zhao and
Zhen Li and
Sheng Wang and
Junzhou Huang and
Shuguang Cui},
title = {PSSM-Distil: Protein Secondary Structure Prediction {(PSSP)} on Low-Quality
{PSSM} by Knowledge Distillation with Contrastive Learning},
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 = {617--625},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i1.16141},
doi = {10.1609/AAAI.V35I1.16141},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WangWXWZLWHC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YangZRYLMH21,
author = {Jinyu Yang and
Peilin Zhao and
Yu Rong and
Chaochao Yan and
Chunyuan Li and
Hehuan Ma and
Junzhou Huang},
title = {Hierarchical Graph Capsule Network},
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 = {10603--10611},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i12.17268},
doi = {10.1609/AAAI.V35I12.17268},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/YangZRYLMH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChenZSZL21,
author = {Congliang Chen and
Jiawei Zhang and
Li Shen and
Peilin Zhao and
Zhi{-}Quan Luo},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {Communication Efficient Primal-Dual Algorithm for Nonconvex Nonsmooth
Distributed Optimization},
booktitle = {The 24th International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2021, April 13-15, 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {130},
pages = {1594--1602},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/chen21c.html},
timestamp = {Thu, 12 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/ChenZSZL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/YangLAMGRZH21,
author = {Jinyu Yang and
Chunyuan Li and
Weizhi An and
Hehuan Ma and
Yuzhi Guo and
Yu Rong and
Peilin Zhao and
Junzhou Huang},
title = {Exploring Robustness of Unsupervised Domain Adaptation in Semantic
Segmentation},
booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {9174--9183},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCV48922.2021.00906},
doi = {10.1109/ICCV48922.2021.00906},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/YangLAMGRZH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NiuWXZGZWT21,
author = {Shuaicheng Niu and
Jiaxiang Wu and
Guanghui Xu and
Yifan Zhang and
Yong Guo and
Peilin Zhao and
Peng Wang and
Mingkui Tan},
editor = {Marina Meila and
Tong Zhang},
title = {AdaXpert: Adapting Neural Architecture for Growing Data},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8184--8194},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/niu21a.html},
timestamp = {Thu, 07 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/NiuWXZGZWT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WeiZH21,
author = {Ying Wei and
Peilin Zhao and
Junzhou Huang},
editor = {Marina Meila and
Tong Zhang},
title = {Meta-learning Hyperparameter Performance Prediction with Neural Processes},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {11058--11067},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/wei21c.html},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WeiZH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/LiZ0NWT21,
author = {Minli Li and
Peilin Zhao and
Yifan Zhang and
Shuaicheng Niu and
Qingyao Wu and
Mingkui Tan},
editor = {Heng Tao Shen and
Yueting Zhuang and
John R. Smith and
Yang Yang and
Pablo C{\'{e}}sar and
Florian Metze and
Balakrishnan Prabhakaran},
title = {Structure-aware Mathematical Expression Recognition with Sequence-Level
Modeling},
booktitle = {{MM} '21: {ACM} Multimedia Conference, Virtual Event, China, October
20 - 24, 2021},
pages = {5038--5046},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3474085.3475578},
doi = {10.1145/3474085.3475578},
timestamp = {Mon, 22 Apr 2024 21:24:20 +0200},
biburl = {https://dblp.org/rec/conf/mm/LiZ0NWT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YaoWWZMLF21,
author = {Huaxiu Yao and
Yu Wang and
Ying Wei and
Peilin Zhao and
Mehrdad Mahdavi and
Defu Lian and
Chelsea Finn},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Meta-learning with an Adaptive Task Scheduler},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {7497--7509},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/3dc4876f3f08201c7c76cb71fa1da439-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/YaoWWZMLF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/YangAYZH21,
author = {Jinyu Yang and
Weizhi An and
Chaochao Yan and
Peilin Zhao and
Junzhou Huang},
title = {Context-Aware Domain Adaptation in Semantic Segmentation},
booktitle = {{IEEE} Winter Conference on Applications of Computer Vision, {WACV}
2021, Waikoloa, HI, USA, January 3-8, 2021},
pages = {514--524},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/WACV48630.2021.00056},
doi = {10.1109/WACV48630.2021.00056},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wacv/YangAYZH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-10301,
author = {Yong Guo and
Yin Zheng and
Mingkui Tan and
Qi Chen and
Zhipeng Li and
Jian Chen and
Peilin Zhao and
Junzhou Huang},
title = {Towards Accurate and Compact Architectures via Neural Architecture
Transformer},
journal = {CoRR},
volume = {abs/2102.10301},
year = {2021},
url = {https://arxiv.org/abs/2102.10301},
eprinttype = {arXiv},
eprint = {2102.10301},
timestamp = {Wed, 24 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-10301.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-00219,
author = {Yong Guo and
Yaofo Chen and
Yin Zheng and
Qi Chen and
Peilin Zhao and
Jian Chen and
Junzhou Huang and
Mingkui Tan},
title = {Pareto-Frontier-aware Neural Architecture Generation for Diverse Budgets},
journal = {CoRR},
volume = {abs/2103.00219},
year = {2021},
url = {https://arxiv.org/abs/2103.00219},
eprinttype = {arXiv},
eprint = {2103.00219},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-00219.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-07145,
author = {Chaoyang He and
Keshav Balasubramanian and
Emir Ceyani and
Yu Rong and
Peilin Zhao and
Junzhou Huang and
Murali Annavaram and
Salman Avestimehr},
title = {FedGraphNN: {A} Federated Learning System and Benchmark for Graph
Neural Networks},
journal = {CoRR},
volume = {abs/2104.07145},
year = {2021},
url = {https://arxiv.org/abs/2104.07145},
eprinttype = {arXiv},
eprint = {2104.07145},
timestamp = {Mon, 19 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-07145.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-07501,
author = {Dezhong Yao and
Peilin Zhao and
Chen Yu and
Hai Jin and
Bin Li},
title = {Sparse online relative similarity learning},
journal = {CoRR},
volume = {abs/2104.07501},
year = {2021},
url = {https://arxiv.org/abs/2104.07501},
eprinttype = {arXiv},
eprint = {2104.07501},
timestamp = {Thu, 27 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-07501.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-10843,
author = {Jinyu Yang and
Chunyuan Li and
Weizhi An and
Hehuan Ma and
Yuzhi Guo and
Yu Rong and
Peilin Zhao and
Junzhou Huang},
title = {Exploring Robustness of Unsupervised Domain Adaptation in Semantic
Segmentation},
journal = {CoRR},
volume = {abs/2105.10843},
year = {2021},
url = {https://arxiv.org/abs/2105.10843},
eprinttype = {arXiv},
eprint = {2105.10843},
timestamp = {Mon, 31 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-10843.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-14244,
author = {Hongteng Xu and
Peilin Zhao and
Junzhou Huang and
Dixin Luo},
title = {Learning Graphon Autoencoders for Generative Graph Modeling},
journal = {CoRR},
volume = {abs/2105.14244},
year = {2021},
url = {https://arxiv.org/abs/2105.14244},
eprinttype = {arXiv},
eprint = {2105.14244},
timestamp = {Wed, 02 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-14244.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-00254,
author = {Shuaicheng Niu and
Jiaxiang Wu and
Guanghui Xu and
Yifan Zhang and
Yong Guo and
Peilin Zhao and
Peng Wang and
Mingkui Tan},
title = {AdaXpert: Adapting Neural Architecture for Growing Data},
journal = {CoRR},
volume = {abs/2107.00254},
year = {2021},
url = {https://arxiv.org/abs/2107.00254},
eprinttype = {arXiv},
eprint = {2107.00254},
timestamp = {Thu, 07 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-00254.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-03856,
author = {Songtao Liu and
Hanze Dong and
Lanqing Li and
Tingyang Xu and
Yu Rong and
Peilin Zhao and
Junzhou Huang and
Dinghao Wu},
title = {Local Augmentation for Graph Neural Networks},
journal = {CoRR},
volume = {abs/2109.03856},
year = {2021},
url = {https://arxiv.org/abs/2109.03856},
eprinttype = {arXiv},
eprint = {2109.03856},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-03856.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-07923,
author = {Chengqian Gao and
Ke Xu and
Peilin Zhao},
title = {Value Penalized Q-Learning for Recommender Systems},
journal = {CoRR},
volume = {abs/2110.07923},
year = {2021},
url = {https://arxiv.org/abs/2110.07923},
eprinttype = {arXiv},
eprint = {2110.07923},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-07923.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-14057,
author = {Huaxiu Yao and
Yu Wang and
Ying Wei and
Peilin Zhao and
Mehrdad Mahdavi and
Defu Lian and
Chelsea Finn},
title = {Meta-learning with an Adaptive Task Scheduler},
journal = {CoRR},
volume = {abs/2110.14057},
year = {2021},
url = {https://arxiv.org/abs/2110.14057},
eprinttype = {arXiv},
eprint = {2110.14057},
timestamp = {Fri, 29 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-14057.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-07337,
author = {Guoji Fu and
Peilin Zhao and
Yatao Bian},
title = {p-Laplacian Based Graph Neural Networks},
journal = {CoRR},
volume = {abs/2111.07337},
year = {2021},
url = {https://arxiv.org/abs/2111.07337},
eprinttype = {arXiv},
eprint = {2111.07337},
timestamp = {Tue, 16 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-07337.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-00302,
author = {Runhao Zeng and
Wenbing Huang and
Mingkui Tan and
Yu Rong and
Peilin Zhao and
Junzhou Huang and
Chuang Gan},
title = {Graph Convolutional Module for Temporal Action Localization in Videos},
journal = {CoRR},
volume = {abs/2112.00302},
year = {2021},
url = {https://arxiv.org/abs/2112.00302},
eprinttype = {arXiv},
eprint = {2112.00302},
timestamp = {Tue, 07 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-00302.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-06447,
author = {Yicheng Qian and
Weixin Luo and
Dongze Lian and
Xu Tang and
Peilin Zhao and
Shenghua Gao},
title = {{SVIP:} Sequence VerIfication for Procedures in Videos},
journal = {CoRR},
volume = {abs/2112.06447},
year = {2021},
url = {https://arxiv.org/abs/2112.06447},
eprinttype = {arXiv},
eprint = {2112.06447},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-06447.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-11225,
author = {Chaochao Yan and
Peilin Zhao and
Chan Lu and
Yang Yu and
Junzhou Huang},
title = {RetroComposer: Discovering Novel Reactions by Composing Templates
for Retrosynthesis Prediction},
journal = {CoRR},
volume = {abs/2112.11225},
year = {2021},
url = {https://arxiv.org/abs/2112.11225},
eprinttype = {arXiv},
eprint = {2112.11225},
timestamp = {Wed, 05 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-11225.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/NingZJWYHZ20,
author = {Xuefei Ning and
Yin Zheng and
Zhuxi Jiang and
Yu Wang and
Huazhong Yang and
Junzhou Huang and
Peilin Zhao},
title = {Nonparametric Topic Modeling with Neural Inference},
journal = {Neurocomputing},
volume = {399},
pages = {296--306},
year = {2020},
url = {https://doi.org/10.1016/j.neucom.2019.12.128},
doi = {10.1016/J.NEUCOM.2019.12.128},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/NingZJWYHZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/LiZMYSCH20,
author = {Guangxia Li and
Peilin Zhao and
Tao Mei and
Peng Yang and
Yulong Shen and
Kuiyu Chang and
Steven C. H. Hoi},
title = {Collaborative online ranking algorithms for multitask learning},
journal = {Knowl. Inf. Syst.},
volume = {62},
number = {6},
pages = {2327--2348},
year = {2020},
url = {https://doi.org/10.1007/s10115-019-01406-6},
doi = {10.1007/S10115-019-01406-6},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/LiZMYSCH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/ZhangWWZNHT20,
author = {Yifan Zhang and
Ying Wei and
Qingyao Wu and
Peilin Zhao and
Shuaicheng Niu and
Junzhou Huang and
Mingkui Tan},
title = {Collaborative Unsupervised Domain Adaptation for Medical Image Diagnosis},
journal = {{IEEE} Trans. Image Process.},
volume = {29},
pages = {7834--7844},
year = {2020},
url = {https://doi.org/10.1109/TIP.2020.3006377},
doi = {10.1109/TIP.2020.3006377},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tip/ZhangWWZNHT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhaoWWH20,
author = {Peilin Zhao and
Dayong Wang and
Pengcheng Wu and
Steven C. H. Hoi},
title = {A Unified Framework for Sparse Online Learning},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {14},
number = {5},
pages = {59:1--59:20},
year = {2020},
url = {https://doi.org/10.1145/3361559},
doi = {10.1145/3361559},
timestamp = {Sat, 18 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/ZhaoWWH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ChenZZJMH20,
author = {Xiaoshuang Chen and
Yin Zheng and
Peilin Zhao and
Zhuxi Jiang and
Wenye Ma and
Junzhou Huang},
title = {A Generalized Locally Linear Factorization Machine with Supervised
Variational Encoding},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {32},
number = {6},
pages = {1036--1049},
year = {2020},
url = {https://doi.org/10.1109/TKDE.2019.2903403},
doi = {10.1109/TKDE.2019.2903403},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ChenZZJMH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/BianXXZHRH20,
author = {Tian Bian and
Xi Xiao and
Tingyang Xu and
Peilin Zhao and
Wenbing Huang and
Yu Rong and
Junzhou Huang},
title = {Rumor Detection on Social Media with Bi-Directional Graph Convolutional
Networks},
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 = {549--556},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i01.5393},
doi = {10.1609/AAAI.V34I01.5393},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/BianXXZHRH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YeLSSZWYYWGCYZS20,
author = {Deheng Ye and
Zhao Liu and
Mingfei Sun and
Bei Shi and
Peilin Zhao and
Hao Wu and
Hongsheng Yu and
Shaojie Yang and
Xipeng Wu and
Qingwei Guo and
Qiaobo Chen and
Yinyuting Yin and
Hao Zhang and
Tengfei Shi and
Liang Wang and
Qiang Fu and
Wei Yang and
Lanxiao Huang},
title = {Mastering Complex Control in {MOBA} Games with Deep Reinforcement
Learning},
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 = {6672--6679},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.6144},
doi = {10.1609/AAAI.V34I04.6144},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/YeLSSZWYYWGCYZS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangXSZZQ20,
author = {Chao Zhang and
Jiahao Xie and
Zebang Shen and
Peilin Zhao and
Tengfei Zhou and
Hui Qian},
title = {Aggregated Gradient Langevin Dynamics},
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 = {6746--6753},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.6153},
doi = {10.1609/AAAI.V34I04.6153},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhangXSZZQ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LianZXLLZHG20,
author = {Dongze Lian and
Yin Zheng and
Yintao Xu and
Yanxiong Lu and
Leyu Lin and
Peilin Zhao and
Junzhou Huang and
Shenghua Gao},
title = {Towards Fast Adaptation of Neural Architectures with Meta Learning},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=r1eowANFvr},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LianZXLLZHG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuoCZZ0HT20,
author = {Yong Guo and
Yaofo Chen and
Yin Zheng and
Peilin Zhao and
Jian Chen and
Junzhou Huang and
Mingkui Tan},
title = {Breaking the Curse of Space Explosion: Towards Efficient {NAS} with
Curriculum Search},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {3822--3831},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/guo20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GuoCZZ0HT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/HanLLZLWS20,
author = {Peng Han and
Zhongxiao Li and
Yong Liu and
Peilin Zhao and
Jing Li and
Hao Wang and
Shuo Shang},
editor = {Christian Bessiere},
title = {Contextualized Point-of-Interest Recommendation},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {2484--2490},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/344},
doi = {10.24963/IJCAI.2020/344},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/HanLLZLWS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/XuZYZT20,
author = {Ke Xu and
Yifan Zhang and
Deheng Ye and
Peilin Zhao and
Mingkui Tan},
editor = {Christian Bessiere},
title = {Relation-Aware Transformer for Portfolio Policy Learning},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {4647--4653},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/641},
doi = {10.24963/IJCAI.2020/641},
timestamp = {Wed, 15 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/XuZYZT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WuXDZ0H20,
author = {Sifan Wu and
Xi Xiao and
Qianggang Ding and
Peilin Zhao and
Ying Wei and
Junzhou Huang},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Adversarial Sparse Transformer for Time Series Forecasting},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/c6b8c8d762da15fa8dbbdfb6baf9e260-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WuXDZ0H20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YanDZZY0H20,
author = {Chaochao Yan and
Qianggang Ding and
Peilin Zhao and
Shuangjia Zheng and
Jinyu Yang and
Yang Yu and
Junzhou Huang},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {RetroXpert: Decompose Retrosynthesis Prediction Like {A} Chemist},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/819f46e52c25763a55cc642422644317-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YanDZZY0H20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-06362,
author = {Tian Bian and
Xi Xiao and
Tingyang Xu and
Peilin Zhao and
Wenbing Huang and
Yu Rong and
Junzhou Huang},
title = {Rumor Detection on Social Media with Bi-Directional Graph Convolutional
Networks},
journal = {CoRR},
volume = {abs/2001.06362},
year = {2020},
url = {https://arxiv.org/abs/2001.06362},
eprinttype = {arXiv},
eprint = {2001.06362},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-06362.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-00389,
author = {Jiezhang Cao and
Langyuan Mo and
Qing Du and
Yong Guo and
Peilin Zhao and
Junzhou Huang and
Mingkui Tan},
title = {Joint Wasserstein Distribution Matching},
journal = {CoRR},
volume = {abs/2003.00389},
year = {2020},
url = {https://arxiv.org/abs/2003.00389},
eprinttype = {arXiv},
eprint = {2003.00389},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-00389.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-03051,
author = {Yifan Zhang and
Peilin Zhao and
Qingyao Wu and
Bin Li and
Junzhou Huang and
Mingkui Tan},
title = {Cost-Sensitive Portfolio Selection via Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/2003.03051},
year = {2020},
url = {https://arxiv.org/abs/2003.03051},
eprinttype = {arXiv},
eprint = {2003.03051},
timestamp = {Thu, 27 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-03051.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-04010,
author = {Jinyu Yang and
Weizhi An and
Chaochao Yan and
Peilin Zhao and
Junzhou Huang},
title = {Context-Aware Domain Adaptation in Semantic Segmentation},
journal = {CoRR},
volume = {abs/2003.04010},
year = {2020},
url = {https://arxiv.org/abs/2003.04010},
eprinttype = {arXiv},
eprint = {2003.04010},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-04010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-05610,
author = {Chaochao Chen and
Ziqi Liu and
Peilin Zhao and
Jun Zhou and
Xiaolong Li},
title = {Privacy Preserving Point-of-interest Recommendation Using Decentralized
Matrix Factorization},
journal = {CoRR},
volume = {abs/2003.05610},
year = {2020},
url = {https://arxiv.org/abs/2003.05610},
eprinttype = {arXiv},
eprint = {2003.05610},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-05610.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-13089,
author = {Shuaicheng Niu and
Jiaxiang Wu and
Yifan Zhang and
Yong Guo and
Peilin Zhao and
Junzhou Huang and
Mingkui Tan},
title = {Disturbance-immune Weight Sharing for Neural Architecture Search},
journal = {CoRR},
volume = {abs/2003.13089},
year = {2020},
url = {https://arxiv.org/abs/2003.13089},
eprinttype = {arXiv},
eprint = {2003.13089},
timestamp = {Fri, 11 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-13089.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-01577,
author = {Yifan Zhang and
Shuaicheng Niu and
Zhen Qiu and
Ying Wei and
Peilin Zhao and
Jianhua Yao and
Junzhou Huang and
Qingyao Wu and
Mingkui Tan},
title = {{COVID-DA:} Deep Domain Adaptation from Typical Pneumonia to {COVID-19}},
journal = {CoRR},
volume = {abs/2005.01577},
year = {2020},
url = {https://arxiv.org/abs/2005.01577},
eprinttype = {arXiv},
eprint = {2005.01577},
timestamp = {Fri, 07 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-01577.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-05970,
author = {Tian Bian and
Xi Xiao and
Tingyang Xu and
Yu Rong and
Wenbing Huang and
Peilin Zhao and
Junzhou Huang},
title = {Inverse Graph Identification: Can We Identify Node Labels Given Graph
Labels?},
journal = {CoRR},
volume = {abs/2007.05970},
year = {2020},
url = {https://arxiv.org/abs/2007.05970},
eprinttype = {arXiv},
eprint = {2007.05970},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-05970.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-07197,
author = {Yong Guo and
Yaofo Chen and
Yin Zheng and
Peilin Zhao and
Jian Chen and
Junzhou Huang and
Mingkui Tan},
title = {Breaking the Curse of Space Explosion: Towards Efficient {NAS} with
Curriculum Search},
journal = {CoRR},
volume = {abs/2007.07197},
year = {2020},
url = {https://arxiv.org/abs/2007.07197},
eprinttype = {arXiv},
eprint = {2007.07197},
timestamp = {Tue, 21 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-07197.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-07222,
author = {Yifan Zhang and
Ying Wei and
Qingyao Wu and
Peilin Zhao and
Shuaicheng Niu and
Junzhou Huang and
Mingkui Tan},
title = {Collaborative Unsupervised Domain Adaptation for Medical Image Diagnosis},
journal = {CoRR},
volume = {abs/2007.07222},
year = {2020},
url = {https://arxiv.org/abs/2007.07222},
eprinttype = {arXiv},
eprint = {2007.07222},
timestamp = {Sun, 02 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-07222.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-13518,
author = {Chaoyang He and
Songze Li and
Jinhyun So and
Mi Zhang and
Hongyi Wang and
Xiaoyang Wang and
Praneeth Vepakomma and
Abhishek Singh and
Hang Qiu and
Li Shen and
Peilin Zhao and
Yan Kang and
Yang Liu and
Ramesh Raskar and
Qiang Yang and
Murali Annavaram and
Salman Avestimehr},
title = {FedML: {A} Research Library and Benchmark for Federated Machine Learning},
journal = {CoRR},
volume = {abs/2007.13518},
year = {2020},
url = {https://arxiv.org/abs/2007.13518},
eprinttype = {arXiv},
eprint = {2007.13518},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-13518.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-02893,
author = {Chaochao Yan and
Qianggang Ding and
Peilin Zhao and
Shuangjia Zheng and
Jinyu Yang and
Yang Yu and
Junzhou Huang},
title = {RetroXpert: Decompose Retrosynthesis Prediction like a Chemist},
journal = {CoRR},
volume = {abs/2011.02893},
year = {2020},
url = {https://arxiv.org/abs/2011.02893},
eprinttype = {arXiv},
eprint = {2011.02893},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-02893.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-12582,
author = {Deheng Ye and
Guibin Chen and
Peilin Zhao and
Fuhao Qiu and
Bo Yuan and
Wen Zhang and
Sheng Chen and
Mingfei Sun and
Xiaoqian Li and
Siqin Li and
Jing Liang and
Zhenjie Lian and
Bei Shi and
Liang Wang and
Tengfei Shi and
Qiang Fu and
Wei Yang and
Lanxiao Huang},
title = {Supervised Learning Achieves Human-Level Performance in {MOBA} Games:
{A} Case Study of Honor of Kings},
journal = {CoRR},
volume = {abs/2011.12582},
year = {2020},
url = {https://arxiv.org/abs/2011.12582},
eprinttype = {arXiv},
eprint = {2011.12582},
timestamp = {Thu, 17 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-12582.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-08734,
author = {Jinyu Yang and
Peilin Zhao and
Yu Rong and
Chaochao Yan and
Chunyuan Li and
Hehuan Ma and
Junzhou Huang},
title = {Hierarchical Graph Capsule Network},
journal = {CoRR},
volume = {abs/2012.08734},
year = {2020},
url = {https://arxiv.org/abs/2012.08734},
eprinttype = {arXiv},
eprint = {2012.08734},
timestamp = {Sat, 02 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-08734.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LiSZLLLH19,
author = {Guangxia Li and
Yulong Shen and
Peilin Zhao and
Xiao Lu and
Jia Liu and
Yangyang Liu and
Steven C. H. Hoi},
title = {Detecting cyberattacks in industrial control systems using online
learning algorithms},
journal = {Neurocomputing},
volume = {364},
pages = {338--348},
year = {2019},
url = {https://doi.org/10.1016/j.neucom.2019.07.031},
doi = {10.1016/J.NEUCOM.2019.07.031},
timestamp = {Wed, 22 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/LiSZLLLH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhaoZWHTH19,
author = {Peilin Zhao and
Yifan Zhang and
Min Wu and
Steven C. H. Hoi and
Mingkui Tan and
Junzhou Huang},
title = {Adaptive Cost-Sensitive Online Classification},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {31},
number = {2},
pages = {214--228},
year = {2019},
url = {https://doi.org/10.1109/TKDE.2018.2826011},
doi = {10.1109/TKDE.2018.2826011},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ZhaoZWHTH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YangZZ019,
author = {Peng Yang and
Peilin Zhao and
Jiayu Zhou and
Xin Gao},
title = {Confidence Weighted Multitask Learning},
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 = {5636--5643},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33015636},
doi = {10.1609/AAAI.V33I01.33015636},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/YangZZ019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ShenFZHQ19,
author = {Zebang Shen and
Cong Fang and
Peilin Zhao and
Junzhou Huang and
Hui Qian},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Complexities in Projection-Free Stochastic Non-convex Minimization},
booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
series = {Proceedings of Machine Learning Research},
volume = {89},
pages = {2868--2876},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/shen19b.html},
timestamp = {Wed, 15 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ShenFZHQ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icc/LiZLLS19,
author = {Guangxia Li and
Peilin Zhao and
Xiao Lu and
Jia Liu and
Yulong Shen},
title = {Data Analytics for Fog Computing by Distributed Online Learning with
Asynchronous Update},
booktitle = {2019 {IEEE} International Conference on Communications, {ICC} 2019,
Shanghai, China, May 20-24, 2019},
pages = {1--6},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICC.2019.8761303},
doi = {10.1109/ICC.2019.8761303},
timestamp = {Wed, 22 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icc/LiZLLS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/ZengHGTRZH19,
author = {Runhao Zeng and
Wenbing Huang and
Chuang Gan and
Mingkui Tan and
Yu Rong and
Peilin Zhao and
Junzhou Huang},
title = {Graph Convolutional Networks for Temporal Action Localization},
booktitle = {2019 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2019, Seoul, Korea (South), October 27 - November 2, 2019},
pages = {7093--7102},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICCV.2019.00719},
doi = {10.1109/ICCV.2019.00719},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/ZengHGTRZH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/HanSSZ0K19,
author = {Peng Han and
Shuo Shang and
Aixin Sun and
Peilin Zhao and
Kai Zheng and
Panos Kalnis},
title = {{AUC-MF:} Point of Interest Recommendation with {AUC} Maximization},
booktitle = {35th {IEEE} International Conference on Data Engineering, {ICDE} 2019,
Macao, China, April 8-11, 2019},
pages = {1558--1561},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICDE.2019.00141},
doi = {10.1109/ICDE.2019.00141},
timestamp = {Tue, 26 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/HanSSZ0K19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhangLZ19,
author = {Chi Zhang and
Qianxiao Li and
Peilin Zhao},
editor = {Sarit Kraus},
title = {Decentralized Optimization with Edge Sampling},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {658--664},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/93},
doi = {10.24963/IJCAI.2019/93},
timestamp = {Tue, 20 Aug 2019 16:18:18 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhangLZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LiuLLZG19,
author = {Wen Liu and
Weixin Luo and
Zhengxin Li and
Peilin Zhao and
Shenghua Gao},
editor = {Sarit Kraus},
title = {Margin Learning Embedded Prediction for Video Anomaly Detection with
{A} Few Anomalies},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {3023--3030},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/419},
doi = {10.24963/IJCAI.2019/419},
timestamp = {Thu, 03 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LiuLLZG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HanYZSLZ0K19,
author = {Peng Han and
Peng Yang and
Peilin Zhao and
Shuo Shang and
Yong Liu and
Jiayu Zhou and
Xin Gao and
Panos Kalnis},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {{GCN-MF:} Disease-Gene Association Identification By Graph Convolutional
Networks and Matrix Factorization},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {705--713},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330912},
doi = {10.1145/3292500.3330912},
timestamp = {Tue, 16 Aug 2022 23:04:27 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HanYZSLZ0K19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ZhangCWZCFLLHHY19,
author = {Yifan Zhang and
Hanbo Chen and
Ying Wei and
Peilin Zhao and
Jiezhang Cao and
Xinjuan Fan and
Xiaoying Lou and
Hailing Liu and
Jinlong Hou and
Xiao Han and
Jianhua Yao and
Qingyao Wu and
Mingkui Tan and
Junzhou Huang},
editor = {Dinggang Shen and
Tianming Liu and
Terry M. Peters and
Lawrence H. Staib and
Caroline Essert and
Sean Zhou and
Pew{-}Thian Yap and
Ali R. Khan},
title = {From Whole Slide Imaging to Microscopy: Deep Microscopy Adaptation
Network for Histopathology Cancer Image Classification},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2019 - 22nd International Conference, Shenzhen, China, October 13-17,
2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11764},
pages = {360--368},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-32239-7\_40},
doi = {10.1007/978-3-030-32239-7\_40},
timestamp = {Mon, 19 Feb 2024 14:24:13 +0100},
biburl = {https://dblp.org/rec/conf/miccai/ZhangCWZCFLLHHY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GuoZTC0ZH19,
author = {Yong Guo and
Yin Zheng and
Mingkui Tan and
Qi Chen and
Jian Chen and
Peilin Zhao and
Junzhou Huang},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {{NAT:} Neural Architecture Transformer for Accurate and Compact Architectures},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {735--747},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/beed13602b9b0e6ecb5b568ff5058f07-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GuoZTC0ZH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LawZCHS19,
author = {Ho Chung Leon Law and
Peilin Zhao and
Leung Sing Chan and
Junzhou Huang and
Dino Sejdinovic},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Hyperparameter Learning via Distributional Transfer},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {6801--6812},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/6754e06e46dfa419d5afe3c9781cecad-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LawZCHS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiuZLYZSH19,
author = {Chenghao Liu and
Teng Zhang and
Jundong Li and
Jianwen Yin and
Peilin Zhao and
Jianling Sun and
Steven C. H. Hoi},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Robust Factorization Machine: {A} Doubly Capped Norms Minimization},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {738--746},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.83},
doi = {10.1137/1.9781611975673.83},
timestamp = {Fri, 04 Oct 2019 16:53:59 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiuZLYZSH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-10593,
author = {Yawei Zhao and
Chen Yu and
Peilin Zhao and
Ji Liu},
title = {Decentralized Online Learning: Take Benefits from Others' Data without
Sharing Your Own to Track Global Trend},
journal = {CoRR},
volume = {abs/1901.10593},
year = {2019},
url = {http://arxiv.org/abs/1901.10593},
eprinttype = {arXiv},
eprint = {1901.10593},
timestamp = {Sun, 12 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-10593.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-03209,
author = {Ying Wei and
Peilin Zhao and
Huaxiu Yao and
Junzhou Huang},
title = {Transferable Neural Processes for Hyperparameter Optimization},
journal = {CoRR},
volume = {abs/1909.03209},
year = {2019},
url = {http://arxiv.org/abs/1909.03209},
eprinttype = {arXiv},
eprint = {1909.03209},
timestamp = {Sun, 02 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-03209.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-03252,
author = {Runhao Zeng and
Wenbing Huang and
Mingkui Tan and
Yu Rong and
Peilin Zhao and
Junzhou Huang and
Chuang Gan},
title = {Graph Convolutional Networks for Temporal Action Localization},
journal = {CoRR},
volume = {abs/1909.03252},
year = {2019},
url = {http://arxiv.org/abs/1909.03252},
eprinttype = {arXiv},
eprint = {1909.03252},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-03252.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-09223,
author = {Chao Zhang and
Jiahao Xie and
Zebang Shen and
Peilin Zhao and
Tengfei Zhou and
Hui Qian},
title = {Aggregated Gradient Langevin Dynamics},
journal = {CoRR},
volume = {abs/1910.09223},
year = {2019},
url = {http://arxiv.org/abs/1910.09223},
eprinttype = {arXiv},
eprint = {1910.09223},
timestamp = {Wed, 15 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-09223.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-14488,
author = {Yong Guo and
Yin Zheng and
Mingkui Tan and
Qi Chen and
Jian Chen and
Peilin Zhao and
Junzhou Huang},
title = {{NAT:} Neural Architecture Transformer for Accurate and Compact Architectures},
journal = {CoRR},
volume = {abs/1910.14488},
year = {2019},
url = {http://arxiv.org/abs/1910.14488},
eprinttype = {arXiv},
eprint = {1910.14488},
timestamp = {Thu, 07 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-14488.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-07293,
author = {Yifan Zhang and
Ying Wei and
Peilin Zhao and
Shuaicheng Niu and
Qingyao Wu and
Mingkui Tan and
Junzhou Huang},
title = {Collaborative Unsupervised Domain Adaptation for Medical Image Diagnosis},
journal = {CoRR},
volume = {abs/1911.07293},
year = {2019},
url = {http://arxiv.org/abs/1911.07293},
eprinttype = {arXiv},
eprint = {1911.07293},
timestamp = {Sun, 02 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-07293.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-07498,
author = {Yifan Zhang and
Peilin Zhao and
Shuaicheng Niu and
Qingyao Wu and
Jiezhang Cao and
Junzhou Huang and
Mingkui Tan},
title = {Online Adaptive Asymmetric Active Learning with Limited Budgets},
journal = {CoRR},
volume = {abs/1911.07498},
year = {2019},
url = {http://arxiv.org/abs/1911.07498},
eprinttype = {arXiv},
eprint = {1911.07498},
timestamp = {Tue, 03 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-07498.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-03589,
author = {Guangxia Li and
Yulong Shen and
Peilin Zhao and
Xiao Lu and
Jia Liu and
Yangyang Liu and
Steven C. H. Hoi},
title = {Detecting Cyberattacks in Industrial Control Systems Using Online
Learning Algorithms},
journal = {CoRR},
volume = {abs/1912.03589},
year = {2019},
url = {http://arxiv.org/abs/1912.03589},
eprinttype = {arXiv},
eprint = {1912.03589},
timestamp = {Wed, 22 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-03589.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-09729,
author = {Deheng Ye and
Zhao Liu and
Mingfei Sun and
Bei Shi and
Peilin Zhao and
Hao Wu and
Hongsheng Yu and
Shaojie Yang and
Xipeng Wu and
Qingwei Guo and
Qiaobo Chen and
Yinyuting Yin and
Hao Zhang and
Tengfei Shi and
Liang Wang and
Qiang Fu and
Wei Yang and
Lanxiao Huang},
title = {Mastering Complex Control in {MOBA} Games with Deep Reinforcement
Learning},
journal = {CoRR},
volume = {abs/1912.09729},
year = {2019},
url = {http://arxiv.org/abs/1912.09729},
eprinttype = {arXiv},
eprint = {1912.09729},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-09729.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZhangZHSLMH18,
author = {Chi Zhang and
Peilin Zhao and
Shuji Hao and
Yeng Chai Soh and
Bu{-}Sung Lee and
Chunyan Miao and
Steven C. H. Hoi},
title = {Distributed multi-task classification: a decentralized online learning
approach},
journal = {Mach. Learn.},
volume = {107},
number = {4},
pages = {727--747},
year = {2018},
url = {https://doi.org/10.1007/s10994-017-5676-y},
doi = {10.1007/S10994-017-5676-Y},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ZhangZHSLMH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/LuSZH18,
author = {Jing Lu and
Doyen Sahoo and
Peilin Zhao and
Steven C. H. Hoi},
title = {Sparse Passive-Aggressive Learning for Bounded Online Kernel Methods},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {9},
number = {4},
pages = {45:1--45:27},
year = {2018},
url = {https://doi.org/10.1145/3156684},
doi = {10.1145/3156684},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/LuSZH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HaoHZHM18,
author = {Shuji Hao and
Peiying Hu and
Peilin Zhao and
Steven C. H. Hoi and
Chunyan Miao},
title = {Online Active Learning with Expert Advice},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {12},
number = {5},
pages = {58:1--58:22},
year = {2018},
url = {https://doi.org/10.1145/3201604},
doi = {10.1145/3201604},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/HaoHZHM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/HaoLZZHM18,
author = {Shuji Hao and
Jing Lu and
Peilin Zhao and
Chi Zhang and
Steven C. H. Hoi and
Chunyan Miao},
title = {Second-Order Online Active Learning and Its Applications},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {30},
number = {7},
pages = {1338--1351},
year = {2018},
url = {https://doi.org/10.1109/TKDE.2017.2778097},
doi = {10.1109/TKDE.2017.2778097},
timestamp = {Mon, 30 Jul 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/HaoLZZHM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChenLZZL18,
author = {Chaochao Chen and
Ziqi Liu and
Peilin Zhao and
Jun Zhou and
Xiaolong Li},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Privacy Preserving Point-of-Interest Recommendation Using Decentralized
Matrix Factorization},
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 = {257--264},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11244},
doi = {10.1609/AAAI.V32I1.11244},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChenLZZL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiuZZSH18,
author = {Chenghao Liu and
Teng Zhang and
Peilin Zhao and
Jianling Sun and
Steven C. H. Hoi},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Unified Locally Linear Classifiers With Diversity-Promoting Anchor
Points},
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 = {2339--2346},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11896},
doi = {10.1609/AAAI.V32I1.11896},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiuZZSH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShenMZZQ18,
author = {Zebang Shen and
Aryan Mokhtari and
Tengfei Zhou and
Peilin Zhao and
Hui Qian},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Towards More Efficient Stochastic Decentralized Learning: Faster Convergence
and Sparse Communication},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {4631--4640},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/shen18a.html},
timestamp = {Wed, 15 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ShenMZZQ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/YangZG18,
author = {Peng Yang and
Peilin Zhao and
Xin Gao},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Bandit Online Learning on Graphs via Adaptive Optimization},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {2991--2997},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/415},
doi = {10.24963/IJCAI.2018/415},
timestamp = {Tue, 20 Aug 2019 16:19:08 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/YangZG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/YaoZPC18,
author = {Dezhong Yao and
Peilin Zhao and
Tuan{-}Anh Nguyen Pham and
Gao Cong},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {High-dimensional Similarity Learning via Dual-sparse Random Projection},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {3005--3011},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/417},
doi = {10.24963/IJCAI.2018/417},
timestamp = {Tue, 19 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/YaoZPC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChenLZLZL18,
author = {Chaochao Chen and
Ziqi Liu and
Peilin Zhao and
Longfei Li and
Jun Zhou and
Xiaolong Li},
editor = {Yike Guo and
Faisal Farooq},
title = {Distributed Collaborative Hashing and Its Applications in Ant Financial},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {100--109},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3219844},
doi = {10.1145/3219819.3219844},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ChenLZLZL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangZCMHWT18,
author = {Yifan Zhang and
Peilin Zhao and
Jiezhang Cao and
Wenye Ma and
Junzhou Huang and
Qingyao Wu and
Mingkui Tan},
editor = {Yike Guo and
Faisal Farooq},
title = {Online Adaptive Asymmetric Active Learning for Budgeted Imbalanced
Data},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {2768--2777},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3219948},
doi = {10.1145/3219819.3219948},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhangZCMHWT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/YangZZCCL18,
author = {Xinxing Yang and
Jun Zhou and
Peilin Zhao and
Cen Chen and
Chaochao Chen and
Xiaolong Li},
editor = {Dinh Q. Phung and
Vincent S. Tseng and
Geoffrey I. Webb and
Bao Ho and
Mohadeseh Ganji and
Lida Rashidi},
title = {A Local Online Learning Approach for Non-linear Data},
booktitle = {Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia
Conference, {PAKDD} 2018, Melbourne, VIC, Australia, June 3-6, 2018,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10938},
pages = {431--443},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-93037-4\_34},
doi = {10.1007/978-3-319-93037-4\_34},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/YangZZCCL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YangZLG18,
author = {Peng Yang and
Peilin Zhao and
Yong Liu and
Xin Gao},
editor = {Martin Ester and
Dino Pedreschi},
title = {Robust Cost-Sensitive Learning for Recommendation with Implicit Feedback},
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 = {621--629},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.70},
doi = {10.1137/1.9781611975321.70},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/YangZLG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/YangZZDG18,
author = {Peng Yang and
Peilin Zhao and
Vincent W. Zheng and
Lizhong Ding and
Xin Gao},
editor = {Kevyn Collins{-}Thompson and
Qiaozhu Mei and
Brian D. Davison and
Yiqun Liu and
Emine Yilmaz},
title = {Robust Asymmetric Recommendation via Min-Max Optimization},
booktitle = {The 41st International {ACM} {SIGIR} Conference on Research {\&}
Development in Information Retrieval, {SIGIR} 2018, Ann Arbor, MI,
USA, July 08-12, 2018},
pages = {1077--1080},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3209978.3210074},
doi = {10.1145/3209978.3210074},
timestamp = {Wed, 16 Sep 2020 13:34:22 +0200},
biburl = {https://dblp.org/rec/conf/sigir/YangZZDG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/Lin0Z0PZH18,
author = {Xiao Lin and
Wenpeng Zhang and
Min Zhang and
Wenwu Zhu and
Jian Pei and
Peilin Zhao and
Junzhou Huang},
editor = {Pierre{-}Antoine Champin and
Fabien Gandon and
Mounia Lalmas and
Panagiotis G. Ipeirotis},
title = {Online Compact Convexified Factorization Machine},
booktitle = {Proceedings of the 2018 World Wide Web Conference on World Wide Web,
{WWW} 2018, Lyon, France, April 23-27, 2018},
pages = {1633--1642},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3178876.3186075},
doi = {10.1145/3178876.3186075},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/Lin0Z0PZH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/snam/LiHZCH18,
author = {Guangxia Li and
Zhen Hai and
Peilin Zhao and
Kuiyu Chang and
Steven C. H. Hoi},
editor = {Reda Alhajj and
Jon G. Rokne},
title = {Twitter Microblog Sentiment Analysis},
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\_265},
doi = {10.1007/978-1-4939-7131-2\_265},
timestamp = {Wed, 04 May 2022 13:01:02 +0200},
biburl = {https://dblp.org/rec/reference/snam/LiHZCH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-01379,
author = {Wenpeng Zhang and
Xiao Lin and
Peilin Zhao},
title = {Online Compact Convexified Factorization Machine},
journal = {CoRR},
volume = {abs/1802.01379},
year = {2018},
url = {http://arxiv.org/abs/1802.01379},
eprinttype = {arXiv},
eprint = {1802.01379},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-01379.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-02871,
author = {Steven C. H. Hoi and
Doyen Sahoo and
Jing Lu and
Peilin Zhao},
title = {Online Learning: {A} Comprehensive Survey},
journal = {CoRR},
volume = {abs/1802.02871},
year = {2018},
url = {http://arxiv.org/abs/1802.02871},
eprinttype = {arXiv},
eprint = {1802.02871},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-02871.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-02246,
author = {Peilin Zhao and
Yifan Zhang and
Min Wu and
Steven C. H. Hoi and
Mingkui Tan and
Junzhou Huang},
title = {Adaptive Cost-sensitive Online Classification},
journal = {CoRR},
volume = {abs/1804.02246},
year = {2018},
url = {http://arxiv.org/abs/1804.02246},
eprinttype = {arXiv},
eprint = {1804.02246},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-02246.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-04918,
author = {Chaochao Chen and
Ziqi Liu and
Peilin Zhao and
Longfei Li and
Jun Zhou and
Xiaolong Li},
title = {Distributed Collaborative Hashing and Its Applications in Ant Financial},
journal = {CoRR},
volume = {abs/1804.04918},
year = {2018},
url = {http://arxiv.org/abs/1804.04918},
eprinttype = {arXiv},
eprint = {1804.04918},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-04918.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-06027,
author = {Longfei Li and
Peilin Zhao and
Jun Zhou and
Xiaolong Li},
title = {A Boosting Framework of Factorization Machine},
journal = {CoRR},
volume = {abs/1804.06027},
year = {2018},
url = {http://arxiv.org/abs/1804.06027},
eprinttype = {arXiv},
eprint = {1804.06027},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-06027.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-09969,
author = {Zebang Shen and
Aryan Mokhtari and
Tengfei Zhou and
Peilin Zhao and
Hui Qian},
title = {Towards More Efficient Stochastic Decentralized Learning: Faster Convergence
and Sparse Communication},
journal = {CoRR},
volume = {abs/1805.09969},
year = {2018},
url = {http://arxiv.org/abs/1805.09969},
eprinttype = {arXiv},
eprint = {1805.09969},
timestamp = {Wed, 15 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-09969.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-07099,
author = {Yong Guo and
Qi Chen and
Jian Chen and
Junzhou Huang and
Yanwu Xu and
Jiezhang Cao and
Peilin Zhao and
Mingkui Tan},
title = {Dual Reconstruction Nets for Image Super-Resolution with Gradient
Sensitive Loss},
journal = {CoRR},
volume = {abs/1809.07099},
year = {2018},
url = {http://arxiv.org/abs/1809.07099},
eprinttype = {arXiv},
eprint = {1809.07099},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-07099.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-06305,
author = {Ho Chung Leon Law and
Peilin Zhao and
Junzhou Huang and
Dino Sejdinovic},
title = {Hyperparameter Learning via Distributional Transfer},
journal = {CoRR},
volume = {abs/1810.06305},
year = {2018},
url = {http://arxiv.org/abs/1810.06305},
eprinttype = {arXiv},
eprint = {1810.06305},
timestamp = {Thu, 01 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-06305.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LiuJHZS17,
author = {Chenghao Liu and
Tao Jin and
Steven C. H. Hoi and
Peilin Zhao and
Jianling Sun},
title = {Collaborative topic regression for online recommender systems: an
online and Bayesian approach},
journal = {Mach. Learn.},
volume = {106},
number = {5},
pages = {651--670},
year = {2017},
url = {https://doi.org/10.1007/s10994-016-5599-z},
doi = {10.1007/S10994-016-5599-Z},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LiuJHZS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcbb/EzzatZW0K17,
author = {Ali Ezzat and
Peilin Zhao and
Min Wu and
Xiaoli Li and
Chee Keong Kwoh},
title = {Drug-Target Interaction Prediction with Graph Regularized Matrix Factorization},
journal = {{IEEE} {ACM} Trans. Comput. Biol. Bioinform.},
volume = {14},
number = {3},
pages = {646--656},
year = {2017},
url = {https://doi.org/10.1109/TCBB.2016.2530062},
doi = {10.1109/TCBB.2016.2530062},
timestamp = {Mon, 03 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcbb/EzzatZW0K17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/YangZG17,
author = {Peng Yang and
Peilin Zhao and
Xin Gao},
title = {Robust Online Multi-Task Learning with Correlative and Personalized
Structures},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {29},
number = {11},
pages = {2510--2521},
year = {2017},
url = {https://doi.org/10.1109/TKDE.2017.2703106},
doi = {10.1109/TKDE.2017.2703106},
timestamp = {Wed, 24 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/YangZG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DingLZH17,
author = {Yi Ding and
Chenghao Liu and
Peilin Zhao and
Steven C. H. Hoi},
editor = {Vijay Raghavan and
Srinivas Aluru and
George Karypis and
Lucio Miele and
Xindong Wu},
title = {Large Scale Kernel Methods for Online {AUC} Maximization},
booktitle = {2017 {IEEE} International Conference on Data Mining, {ICDM} 2017,
New Orleans, LA, USA, November 18-21, 2017},
pages = {91--100},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDM.2017.18},
doi = {10.1109/ICDM.2017.18},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/DingLZH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/QiuZZHSWC17,
author = {Minghui Qiu and
Peilin Zhao and
Ke Zhang and
Jun Huang and
Xing Shi and
Xiaoguang Wang and
Wei Chu},
editor = {Vijay Raghavan and
Srinivas Aluru and
George Karypis and
Lucio Miele and
Xindong Wu},
title = {A Short-Term Rainfall Prediction Model Using Multi-task Convolutional
Neural Networks},
booktitle = {2017 {IEEE} International Conference on Data Mining, {ICDM} 2017,
New Orleans, LA, USA, November 18-21, 2017},
pages = {395--404},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDM.2017.49},
doi = {10.1109/ICDM.2017.49},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/QiuZZHSWC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangZZHZ17,
author = {Wenpeng Zhang and
Peilin Zhao and
Wenwu Zhu and
Steven C. H. Hoi and
Tong Zhang},
editor = {Doina Precup and
Yee Whye Teh},
title = {Projection-free Distributed Online Learning in Networks},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {4054--4062},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/zhang17g.html},
timestamp = {Tue, 27 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhangZZHZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/HaoZLHM17,
author = {Shuji Hao and
Peilin Zhao and
Yong Liu and
Steven C. H. Hoi and
Chunyan Miao},
editor = {Carles Sierra},
title = {Online Multitask Relative Similarity Learning},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {1823--1829},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/253},
doi = {10.24963/IJCAI.2017/253},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/HaoZLHM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LiuZZZS17,
author = {Chenghao Liu and
Teng Zhang and
Peilin Zhao and
Jun Zhou and
Jianling Sun},
editor = {Carles Sierra},
title = {Locally Linear Factorization Machines},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {2294--2300},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/319},
doi = {10.24963/IJCAI.2017/319},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LiuZZZS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LiuZLWDL17,
author = {Yong Liu and
Peilin Zhao and
Xin Liu and
Min Wu and
Lixin Duan and
Xiaoli Li},
editor = {Carles Sierra},
title = {Learning User Dependencies for Recommendation},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {2379--2385},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/331},
doi = {10.24963/IJCAI.2017/331},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LiuZLWDL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhouLZCLYCYCDQ17,
author = {Jun Zhou and
Xiaolong Li and
Peilin Zhao and
Chaochao Chen and
Longfei Li and
Xinxing Yang and
Qing Cui and
Jin Yu and
Xu Chen and
Yi Ding and
Yuan (Alan) Qi},
title = {KunPeng: Parameter Server based Distributed Learning Systems and Its
Applications in Alibaba and Ant Financial},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {1693--1702},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098029},
doi = {10.1145/3097983.3098029},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhouLZCLYCYCDQ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ChenZLZLQ17,
author = {Cen Chen and
Peilin Zhao and
Longfei Li and
Jun Zhou and
Xiaolong Li and
Minghui Qiu},
editor = {Rick Barrett and
Rick Cummings and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {Locally Connected Deep Learning Framework for Industrial-scale Recommender
Systems},
booktitle = {Proceedings of the 26th International Conference on World Wide Web
Companion, Perth, Australia, April 3-7, 2017},
pages = {769--770},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3041021.3054227},
doi = {10.1145/3041021.3054227},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/ChenZLZLQ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhouCLZQH17,
author = {Jun Zhou and
Qing Cui and
Xiaolong Li and
Peilin Zhao and
Shenquan Qu and
Jun Huang},
editor = {Rick Barrett and
Rick Cummings and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {{PSMART:} Parameter Server based Multiple Additive Regression Trees
System},
booktitle = {Proceedings of the 26th International Conference on World Wide Web
Companion, Perth, Australia, April 3-7, 2017},
pages = {879--880},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3041021.3054225},
doi = {10.1145/3041021.3054225},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/ZhouCLZQH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YangZG17,
author = {Peng Yang and
Peilin Zhao and
Xin Gao},
title = {Robust Online Multi-Task Learning with Correlative and Personalized
Structures},
journal = {CoRR},
volume = {abs/1706.01824},
year = {2017},
url = {http://arxiv.org/abs/1706.01824},
eprinttype = {arXiv},
eprint = {1706.01824},
timestamp = {Wed, 24 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YangZG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YangZGL17,
author = {Peng Yang and
Peilin Zhao and
Xin Gao and
Yong Liu},
title = {Robust Cost-Sensitive Learning for Recommendation with Implicit Feedback},
journal = {CoRR},
volume = {abs/1707.00536},
year = {2017},
url = {http://arxiv.org/abs/1707.00536},
eprinttype = {arXiv},
eprint = {1707.00536},
timestamp = {Mon, 16 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/YangZGL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LuHWZL16,
author = {Jing Lu and
Steven C. H. Hoi and
Jialei Wang and
Peilin Zhao and
Zhiyong Liu},
title = {Large Scale Online Kernel Learning},
journal = {J. Mach. Learn. Res.},
volume = {17},
pages = {47:1--47:43},
year = {2016},
url = {http://jmlr.org/papers/v17/14-148.html},
timestamp = {Sat, 29 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LuHWZL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LuZH16,
author = {Jing Lu and
Peilin Zhao and
Steven C. H. Hoi},
title = {Online Passive-Aggressive Active learning},
journal = {Mach. Learn.},
volume = {103},
number = {2},
pages = {141--183},
year = {2016},
url = {https://doi.org/10.1007/s10994-016-5555-y},
doi = {10.1007/S10994-016-5555-Y},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/LuZH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/LiuWMZL16,
author = {Yong Liu and
Min Wu and
Chunyan Miao and
Peilin Zhao and
Xiaoli Li},
title = {Neighborhood Regularized Logistic Matrix Factorization for Drug-Target
Interaction Prediction},
journal = {PLoS Comput. Biol.},
volume = {12},
number = {2},
year = {2016},
url = {https://doi.org/10.1371/journal.pcbi.1004760},
doi = {10.1371/JOURNAL.PCBI.1004760},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/LiuWMZL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/WangZH16,
author = {Jialei Wang and
Peilin Zhao and
Steven C. H. Hoi},
title = {Soft Confidence-Weighted Learning},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {8},
number = {1},
pages = {15:1--15:32},
year = {2016},
url = {https://doi.org/10.1145/2932193},
doi = {10.1145/2932193},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/WangZH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WuHZML16,
author = {Pengcheng Wu and
Steven C. H. Hoi and
Peilin Zhao and
Chunyan Miao and
Zhiyong Liu},
title = {Online Multi-Modal Distance Metric Learning with Application to Image
Retrieval},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {28},
number = {2},
pages = {454--467},
year = {2016},
url = {https://doi.org/10.1109/TKDE.2015.2477296},
doi = {10.1109/TKDE.2015.2477296},
timestamp = {Sat, 29 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/WuHZML16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiuHZS16,
author = {Chenghao Liu and
Steven C. H. Hoi and
Peilin Zhao and
Jianling Sun},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Online {ARIMA} Algorithms for Time Series Prediction},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {1867--1873},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.10257},
doi = {10.1609/AAAI.V30I1.10257},
timestamp = {Mon, 04 Sep 2023 15:08:28 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiuHZS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/SahooHZ16,
author = {Doyen Sahoo and
Steven C. H. Hoi and
Peilin Zhao},
editor = {Robert J. Durrant and
Kee{-}Eung Kim},
title = {Cost Sensitive Online Multiple Kernel Classification},
booktitle = {Proceedings of The 8th Asian Conference on Machine Learning, {ACML}
2016, Hamilton, New Zealand, November 16-18, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {63},
pages = {65--80},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v63/sahoo56.html},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/conf/acml/SahooHZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LiuHZSL16,
author = {Chenghao Liu and
Steven C. H. Hoi and
Peilin Zhao and
Jianling Sun and
Ee{-}Peng Lim},
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 = {Online Adaptive Passive-Aggressive Methods for Non-Negative Matrix
Factorization and Its Applications},
booktitle = {Proceedings of the 25th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2016, Indianapolis, IN, USA, October
24-28, 2016},
pages = {1161--1170},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2983323.2983786},
doi = {10.1145/2983323.2983786},
timestamp = {Thu, 13 Aug 2020 18:13:41 +0200},
biburl = {https://dblp.org/rec/conf/cikm/LiuHZSL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/BabuZL16,
author = {Giduthuri Sateesh Babu and
Peilin Zhao and
Xiaoli Li},
editor = {Shamkant B. Navathe and
Weili Wu and
Shashi Shekhar and
Xiaoyong Du and
X. Sean Wang and
Hui Xiong},
title = {Deep Convolutional Neural Network Based Regression Approach for Estimation
of Remaining Useful Life},
booktitle = {Database Systems for Advanced Applications - 21st International Conference,
{DASFAA} 2016, Dallas, TX, USA, April 16-19, 2016, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {9642},
pages = {214--228},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-32025-0\_14},
doi = {10.1007/978-3-319-32025-0\_14},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dasfaa/BabuZL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/HaiZCYLL16,
author = {Zhen Hai and
Peilin Zhao and
Peng Cheng and
Peng Yang and
Xiaoli Li and
Guangxia Li},
editor = {Jian Su and
Xavier Carreras and
Kevin Duh},
title = {Deceptive Review Spam Detection via Exploiting Task Relatedness and
Unlabeled Data},
booktitle = {Proceedings of the 2016 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2016, Austin, Texas, USA, November 1-4,
2016},
pages = {1817--1826},
publisher = {The Association for Computational Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/d16-1187},
doi = {10.18653/V1/D16-1187},
timestamp = {Thu, 14 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/HaiZCYLL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HaoZLHMZ16,
author = {Shuji Hao and
Peilin Zhao and
Jing Lu and
Steven C. H. Hoi and
Chunyan Miao and
Chi Zhang},
editor = {Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {{SOAL:} Second-Order Online Active Learning},
booktitle = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016,
December 12-15, 2016, Barcelona, Spain},
pages = {931--936},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDM.2016.0115},
doi = {10.1109/ICDM.2016.0115},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HaoZLHMZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangZHSL16,
author = {Chi Zhang and
Peilin Zhao and
Shuji Hao and
Yeng Chai Soh and
Bu{-}Sung Lee},
editor = {Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {{ROM:} {A} Robust Online Multi-task Learning Approach},
booktitle = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016,
December 12-15, 2016, Barcelona, Spain},
pages = {1341--1346},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDM.2016.0183},
doi = {10.1109/ICDM.2016.0183},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangZHSL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XuZCL16,
author = {Zhiqiang Xu and
Peilin Zhao and
Jianneng Cao and
Xiaoli Li},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Matrix Eigen-decomposition via Doubly Stochastic Riemannian Optimization},
booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
{ICML} 2016, New York City, NY, USA, June 19-24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {48},
pages = {1660--1669},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/xub16.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/icml/XuZCL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiuNZZYCWZC16,
author = {Guimei Liu and
Tam T. Nguyen and
Gang Zhao and
Wei Zha and
Jianbo Yang and
Jianneng Cao and
Min Wu and
Peilin Zhao and
Wei Chen},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {Repeat Buyer Prediction for E-Commerce},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {155--164},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939674},
doi = {10.1145/2939672.2939674},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiuNZZYCWZC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SahooSHZ16,
author = {Doyen Sahoo and
Abhishek Sharma and
Steven C. H. Hoi and
Peilin Zhao},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Temporal Kernel Descriptors for Learning with Time-sensitive Patterns},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {540--548},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.61},
doi = {10.1137/1.9781611974348.61},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SahooSHZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YangLZ0G16,
author = {Peng Yang and
Guangxia Li and
Peilin Zhao and
Xiaoli Li and
Sujatha Das Gollapalli},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Learning Correlative and Personalized Structure for Online Multi-Task
Classification},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {666--674},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.75},
doi = {10.1137/1.9781611974348.75},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YangLZ0G16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LuZH16,
author = {Jing Lu and
Peilin Zhao and
Steven C. H. Hoi},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Online Sparse Passive Aggressive Learning with Kernels},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {675--683},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.76},
doi = {10.1137/1.9781611974348.76},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LuZH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/YangZHLHL16,
author = {Peng Yang and
Peilin Zhao and
Zhen Hai and
Wei Liu and
Steven C. H. Hoi and
Xiaoli Li},
editor = {Alexander Ihler and
Dominik Janzing},
title = {Efficient Multi-Class Selective Sampling on Graphs},
booktitle = {Proceedings of the Thirty-Second Conference on Uncertainty in Artificial
Intelligence, {UAI} 2016, June 25-29, 2016, New York City, NY, {USA}},
publisher = {{AUAI} Press},
year = {2016},
url = {http://auai.org/uai2016/proceedings/papers/34.pdf},
timestamp = {Mon, 05 Dec 2022 15:54:38 +0100},
biburl = {https://dblp.org/rec/conf/uai/YangZHLHL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DingZHO16,
author = {Yi Ding and
Peilin Zhao and
Steven C. H. Hoi and
Yew{-}Soon Ong},
title = {Adaptive Subgradient Methods for Online {AUC} Maximization},
journal = {CoRR},
volume = {abs/1602.00351},
year = {2016},
url = {http://arxiv.org/abs/1602.00351},
eprinttype = {arXiv},
eprint = {1602.00351},
timestamp = {Mon, 07 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DingZHO16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiuZLWL16,
author = {Yong Liu and
Peilin Zhao and
Xin Liu and
Min Wu and
Xiaoli Li},
title = {Learning Optimal Social Dependency for Recommendation},
journal = {CoRR},
volume = {abs/1603.04522},
year = {2016},
url = {http://arxiv.org/abs/1603.04522},
eprinttype = {arXiv},
eprint = {1603.04522},
timestamp = {Tue, 19 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/LiuZLWL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiuJHZS16,
author = {Chenghao Liu and
Tao Jin and
Steven C. H. Hoi and
Peilin Zhao and
Jianling Sun},
title = {Online Bayesian Collaborative Topic Regression},
journal = {CoRR},
volume = {abs/1605.08872},
year = {2016},
url = {http://arxiv.org/abs/1605.08872},
eprinttype = {arXiv},
eprint = {1605.08872},
timestamp = {Wed, 24 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiuJHZS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/DingZHO15,
author = {Yi Ding and
Peilin Zhao and
Steven C. H. Hoi and
Yew{-}Soon Ong},
editor = {Blai Bonet and
Sven Koenig},
title = {An Adaptive Gradient Method for Online {AUC} Maximization},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {2568--2574},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9577},
doi = {10.1609/AAAI.V29I1.9577},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/DingZHO15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/YangZ15,
author = {Peng Yang and
Peilin Zhao},
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 = {A Min-Max Optimization Framework For Online Graph Classification},
booktitle = {Proceedings of the 24th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2015, Melbourne, VIC, Australia,
October 19 - 23, 2015},
pages = {643--652},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2806416.2806548},
doi = {10.1145/2806416.2806548},
timestamp = {Mon, 26 Apr 2021 09:27:03 +0200},
biburl = {https://dblp.org/rec/conf/cikm/YangZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/HaoZHM15,
author = {Shuji Hao and
Peilin Zhao and
Steven C. H. Hoi and
Chunyan Miao},
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 Relative Similarity from Data Streams: Active Online Learning
Approaches},
booktitle = {Proceedings of the 24th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2015, Melbourne, VIC, Australia,
October 19 - 23, 2015},
pages = {1181--1190},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2806416.2806464},
doi = {10.1145/2806416.2806464},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/HaoZHM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YangZZL15,
author = {Peng Yang and
Peilin Zhao and
Vincent W. Zheng and
Xiaoli Li},
editor = {Charu C. Aggarwal and
Zhi{-}Hua Zhou and
Alexander Tuzhilin and
Hui Xiong and
Xindong Wu},
title = {An Aggressive Graph-Based Selective Sampling Algorithm for Classification},
booktitle = {2015 {IEEE} International Conference on Data Mining, {ICDM} 2015,
Atlantic City, NJ, USA, November 14-17, 2015},
pages = {509--518},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDM.2015.21},
doi = {10.1109/ICDM.2015.21},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YangZZL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YaoZYJL15,
author = {Dezhong Yao and
Peilin Zhao and
Chen Yu and
Hai Jin and
Bin Li},
editor = {Charu C. Aggarwal and
Zhi{-}Hua Zhou and
Alexander Tuzhilin and
Hui Xiong and
Xindong Wu},
title = {Sparse Online Relative Similarity Learning},
booktitle = {2015 {IEEE} International Conference on Data Mining, {ICDM} 2015,
Atlantic City, NJ, USA, November 14-17, 2015},
pages = {529--538},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDM.2015.100},
doi = {10.1109/ICDM.2015.100},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YaoZYJL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhaoZWLH15,
author = {Peilin Zhao and
Furen Zhuang and
Min Wu and
Xiaoli Li and
Steven C. H. Hoi},
editor = {Charu C. Aggarwal and
Zhi{-}Hua Zhou and
Alexander Tuzhilin and
Hui Xiong and
Xindong Wu},
title = {Cost-Sensitive Online Classification with Adaptive Regularization
and Its Applications},
booktitle = {2015 {IEEE} International Conference on Data Mining, {ICDM} 2015,
Atlantic City, NJ, USA, November 14-17, 2015},
pages = {649--658},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDM.2015.51},
doi = {10.1109/ICDM.2015.51},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhaoZWLH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhaoZ15,
author = {Peilin Zhao and
Tong Zhang},
editor = {Francis R. Bach and
David M. Blei},
title = {Stochastic Optimization with Importance Sampling for Regularized Loss
Minimization},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1--9},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/zhaoa15.html},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhaoZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhaoYZL15,
author = {Peilin Zhao and
Jinwei Yang and
Tong Zhang and
Ping Li},
editor = {Francis R. Bach and
David M. Blei},
title = {Adaptive Stochastic Alternating Direction Method of Multipliers},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {69--77},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/zhaob15.html},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhaoYZL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LiuZSM15,
author = {Yong Liu and
Peilin Zhao and
Aixin Sun and
Chunyan Miao},
editor = {Qiang Yang and
Michael J. Wooldridge},
title = {A Boosting Algorithm for Item Recommendation with Implicit Feedback},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
25-31, 2015},
pages = {1792--1798},
publisher = {{AAAI} Press},
year = {2015},
url = {http://ijcai.org/Abstract/15/255},
timestamp = {Tue, 19 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/LiuZSM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/WanWHZGWZL15,
author = {Ji Wan and
Pengcheng Wu and
Steven C. H. Hoi and
Peilin Zhao and
Xingyu Gao and
Dayong Wang and
Yongdong Zhang and
Jintao Li},
editor = {Qiang Yang and
Michael J. Wooldridge},
title = {Online Learning to Rank for Content-Based Image Retrieval},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
25-31, 2015},
pages = {2284--2290},
publisher = {{AAAI} Press},
year = {2015},
url = {http://ijcai.org/Abstract/15/323},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/WanWHZGWZL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webi/HaoHMZ15,
author = {Shuji Hao and
Steven C. H. Hoi and
Chunyan Miao and
Peilin Zhao},
title = {Active Crowdsourcing for Annotation},
booktitle = {{IEEE/WIC/ACM} International Conference on Web Intelligence and Intelligent
Agent Technology, {WI-IAT} 2015, Singapore, December 6-9, 2015 - Volume
{II}},
pages = {1--8},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/WI-IAT.2015.34},
doi = {10.1109/WI-IAT.2015.34},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/webi/HaoHMZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangWZH15,
author = {Dayong Wang and
Pengcheng Wu and
Peilin Zhao and
Steven C. H. Hoi},
title = {A Framework of Sparse Online Learning and Its Applications},
journal = {CoRR},
volume = {abs/1507.07146},
year = {2015},
url = {http://arxiv.org/abs/1507.07146},
eprinttype = {arXiv},
eprint = {1507.07146},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangWZH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LuHSZ15,
author = {Jing Lu and
Steven C. H. Hoi and
Doyen Sahoo and
Peilin Zhao},
title = {Budget Online Multiple Kernel Learning},
journal = {CoRR},
volume = {abs/1511.04813},
year = {2015},
url = {http://arxiv.org/abs/1511.04813},
eprinttype = {arXiv},
eprint = {1511.04813},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LuHSZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/ZhaoHWL14,
author = {Peilin Zhao and
Steven C. H. Hoi and
Jialei Wang and
Bin Li},
title = {Online Transfer Learning},
journal = {Artif. Intell.},
volume = {216},
pages = {76--102},
year = {2014},
url = {https://doi.org/10.1016/j.artint.2014.06.003},
doi = {10.1016/J.ARTINT.2014.06.003},
timestamp = {Wed, 23 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ai/ZhaoHWL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HoiWZ14,
author = {Steven C. H. Hoi and
Jialei Wang and
Peilin Zhao},
title = {{LIBOL:} a library for online learning algorithms},
journal = {J. Mach. Learn. Res.},
volume = {15},
number = {1},
pages = {495--499},
year = {2014},
url = {https://dl.acm.org/doi/10.5555/2627435.2627450},
doi = {10.5555/2627435.2627450},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HoiWZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/XiaHJZ14,
author = {Hao Xia and
Steven C. H. Hoi and
Rong Jin and
Peilin Zhao},
title = {Online Multiple Kernel Similarity Learning for Visual Search},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {36},
number = {3},
pages = {536--549},
year = {2014},
url = {https://doi.org/10.1109/TPAMI.2013.149},
doi = {10.1109/TPAMI.2013.149},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/XiaHJZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WangZHJ14,
author = {Jialei Wang and
Peilin Zhao and
Steven C. H. Hoi and
Rong Jin},
title = {Online Feature Selection and Its Applications},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {26},
number = {3},
pages = {698--710},
year = {2014},
url = {https://doi.org/10.1109/TKDE.2013.32},
doi = {10.1109/TKDE.2013.32},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/WangZHJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WangZH14,
author = {Jialei Wang and
Peilin Zhao and
Steven C. H. Hoi},
title = {Cost-Sensitive Online Classification},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {26},
number = {10},
pages = {2425--2438},
year = {2014},
url = {https://doi.org/10.1109/TKDE.2013.157},
doi = {10.1109/TKDE.2013.157},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/WangZH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WuDZMH14,
author = {Pengcheng Wu and
Yi Ding and
Peilin Zhao and
Chunyan Miao and
Steven C. H. Hoi},
editor = {Carla E. Brodley and
Peter Stone},
title = {Learning Relative Similarity by Stochastic Dual Coordinate Ascent},
booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence,
July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada},
pages = {2142--2148},
publisher = {{AAAI} Press},
year = {2014},
url = {https://doi.org/10.1609/aaai.v28i1.9002},
doi = {10.1609/AAAI.V28I1.9002},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/WuDZMH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LuZH14,
author = {Jing Lu and
Peilin Zhao and
Steven C. H. Hoi},
editor = {Dinh Q. Phung and
Hang Li},
title = {Online Passive Aggressive Active Learning and Its Applications},
booktitle = {Proceedings of the Sixth Asian Conference on Machine Learning, {ACML}
2014, Nha Trang City, Vietnam, November 26-28, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {39},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v39/lu14.html},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/conf/acml/LuZH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangWZWMH14,
author = {Dayong Wang and
Pengcheng Wu and
Peilin Zhao and
Yue Wu and
Chunyan Miao and
Steven C. H. Hoi},
editor = {Ravi Kumar and
Hannu Toivonen and
Jian Pei and
Joshua Zhexue Huang and
Xindong Wu},
title = {High-Dimensional Data Stream Classification via Sparse Online Learning},
booktitle = {2014 {IEEE} International Conference on Data Mining, {ICDM} 2014,
Shenzhen, China, December 14-17, 2014},
pages = {1007--1012},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDM.2014.46},
doi = {10.1109/ICDM.2014.46},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WangWZWMH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhaoZ14,
author = {Peilin Zhao and
Tong Zhang},
title = {Stochastic Optimization with Importance Sampling},
journal = {CoRR},
volume = {abs/1401.2753},
year = {2014},
url = {http://arxiv.org/abs/1401.2753},
eprinttype = {arXiv},
eprint = {1401.2753},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhaoZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhaoZ14b,
author = {Peilin Zhao and
Tong Zhang},
title = {Accelerating Minibatch Stochastic Gradient Descent using Stratified
Sampling},
journal = {CoRR},
volume = {abs/1405.3080},
year = {2014},
url = {http://arxiv.org/abs/1405.3080},
eprinttype = {arXiv},
eprint = {1405.3080},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhaoZ14b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/sg/Zhao13,
author = {Peilin Zhao},
title = {Kernel based online learning},
school = {Nanyang Technological University, Singapore},
year = {2013},
url = {https://doi.org/10.32657/10356/54684},
doi = {10.32657/10356/54684},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/sg/Zhao13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HoiJZY13,
author = {Steven C. H. Hoi and
Rong Jin and
Peilin Zhao and
Tianbao Yang},
title = {Online Multiple Kernel Classification},
journal = {Mach. Learn.},
volume = {90},
number = {2},
pages = {289--316},
year = {2013},
url = {https://doi.org/10.1007/s10994-012-5319-2},
doi = {10.1007/S10994-012-5319-2},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/HoiJZY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiHZG13,
author = {Bin Li and
Steven C. H. Hoi and
Peilin Zhao and
Vivekanand Gopalkrishnan},
title = {Confidence Weighted Mean Reversion Strategy for Online Portfolio Selection},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {7},
number = {1},
pages = {4:1--4:38},
year = {2013},
url = {https://doi.org/10.1145/2435209.2435213},
doi = {10.1145/2435209.2435213},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/LiHZG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/HoiWZZL13,
author = {Steven C. H. Hoi and
Jialei Wang and
Peilin Zhao and
Jinfeng Zhuang and
Zhiyong Liu},
editor = {Francesca Rossi},
title = {Large Scale Online Kernel Classification},
booktitle = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
on Artificial Intelligence, Beijing, China, August 3-9, 2013},
pages = {1750--1756},
publisher = {{IJCAI/AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6689},
timestamp = {Tue, 23 Jan 2024 13:25:46 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/HoiWZZL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhaoH13,
author = {Peilin Zhao and
Steven C. H. Hoi},
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 = {Cost-sensitive online active learning with application to malicious
{URL} detection},
booktitle = {The 19th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} 2013, Chicago, IL, USA, August 11-14, 2013},
pages = {919--927},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2487575.2487647},
doi = {10.1145/2487575.2487647},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhaoH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/WuHXZWM13,
author = {Pengcheng Wu and
Steven C. H. Hoi and
Hao Xia and
Peilin Zhao and
Dayong Wang and
Chunyan Miao},
editor = {Alejandro Jaimes and
Nicu Sebe and
Nozha Boujemaa and
Daniel Gatica{-}Perez and
David A. Shamma and
Marcel Worring and
Roger Zimmermann},
title = {Online multimodal deep similarity learning with application to image
retrieval},
booktitle = {{ACM} Multimedia Conference, {MM} '13, Barcelona, Spain, October 21-25,
2013},
pages = {153--162},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2502081.2502112},
doi = {10.1145/2502081.2502112},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mm/WuHXZWM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/WangHZL13,
author = {Jialei Wang and
Steven C. H. Hoi and
Peilin Zhao and
Zhiyong Liu},
editor = {Qiang Yang and
Irwin King and
Qing Li and
Pearl Pu and
George Karypis},
title = {Online multi-task collaborative filtering for on-the-fly recommender
systems},
booktitle = {Seventh {ACM} Conference on Recommender Systems, RecSys '13, Hong
Kong, China, October 12-16, 2013},
pages = {237--244},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2507157.2507176},
doi = {10.1145/2507157.2507176},
timestamp = {Sat, 29 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/WangHZL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HoiZ13,
author = {Steven C. H. Hoi and
Peilin Zhao},
title = {Cost-Sensitive Double Updating Online Learning and Its Application
to Online Anomaly Detection},
booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining,
May 2-4, 2013. Austin, Texas, {USA}},
pages = {207--215},
publisher = {{SIAM}},
year = {2013},
url = {https://doi.org/10.1137/1.9781611972832.23},
doi = {10.1137/1.9781611972832.23},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HoiZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZhaoHZ13,
author = {Peilin Zhao and
Steven C. H. Hoi and
Jinfeng Zhuang},
editor = {Ann E. Nicholson and
Padhraic Smyth},
title = {Active Learning with Expert Advice},
booktitle = {Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2013, Bellevue, WA, USA, August 11-15, 2013},
publisher = {{AUAI} Press},
year = {2013},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2432\&\#38;proceeding\_id=29},
timestamp = {Fri, 16 Jul 2021 16:15:58 +0200},
biburl = {https://dblp.org/rec/conf/uai/ZhaoHZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhaoHZ13,
author = {Peilin Zhao and
Steven C. H. Hoi and
Jinfeng Zhuang},
title = {Active Learning with Expert Advice},
journal = {CoRR},
volume = {abs/1309.6875},
year = {2013},
url = {http://arxiv.org/abs/1309.6875},
eprinttype = {arXiv},
eprint = {1309.6875},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhaoHZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhaoYZL13,
author = {Peilin Zhao and
Jinwei Yang and
Tong Zhang and
Ping Li},
title = {Accelerating Stochastic Alternating Direction Method of Multipliers
with Adaptive Subgradient},
journal = {CoRR},
volume = {abs/1312.4564},
year = {2013},
url = {http://arxiv.org/abs/1312.4564},
eprinttype = {arXiv},
eprint = {1312.4564},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhaoYZL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LiZHG12,
author = {Bin Li and
Peilin Zhao and
Steven C. H. Hoi and
Vivekanand Gopalkrishnan},
title = {{PAMR:} Passive aggressive mean reversion strategy for portfolio selection},
journal = {Mach. Learn.},
volume = {87},
number = {2},
pages = {221--258},
year = {2012},
url = {https://doi.org/10.1007/s10994-012-5281-z},
doi = {10.1007/S10994-012-5281-Z},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/LiZHG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangZH12,
author = {Jialei Wang and
Peilin Zhao and
Steven C. H. Hoi},
editor = {Mohammed Javeed Zaki and
Arno Siebes and
Jeffrey Xu Yu and
Bart Goethals and
Geoffrey I. Webb and
Xindong Wu},
title = {Cost-Sensitive Online Classification},
booktitle = {12th {IEEE} International Conference on Data Mining, {ICDM} 2012,
Brussels, Belgium, December 10-13, 2012},
pages = {1140--1145},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICDM.2012.116},
doi = {10.1109/ICDM.2012.116},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WangZH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HoiWZ12,
author = {Steven C. H. Hoi and
Jialei Wang and
Peilin Zhao},
title = {Exact Soft Confidence-Weighted Learning},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
publisher = {icml.cc / Omnipress},
year = {2012},
url = {http://icml.cc/2012/papers/86.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HoiWZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HoiWZJW12,
author = {Steven C. H. Hoi and
Jialei Wang and
Peilin Zhao and
Rong Jin and
Pengcheng Wu},
title = {Fast Bounded Online Gradient Descent Algorithms for Scalable Kernel-Based
Online Learning},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
publisher = {icml.cc / Omnipress},
year = {2012},
url = {http://icml.cc/2012/papers/108.pdf},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HoiWZJW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HoiWZJ12,
author = {Steven C. H. Hoi and
Jialei Wang and
Peilin Zhao and
Rong Jin},
editor = {Wei Fan and
Albert Bifet and
Qiang Yang and
Philip S. Yu},
title = {Online feature selection for mining big data},
booktitle = {Proceedings of the 1st International Workshop on Big Data, Streams
and Heterogeneous Source Mining: Algorithms, Systems, Programming
Models and Applications, BigMine 2012, Beijing, China, August 12,
2012},
pages = {93--100},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2351316.2351329},
doi = {10.1145/2351316.2351329},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/HoiWZJ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhaoH12,
author = {Peilin Zhao and
Steven C. H. Hoi},
editor = {Peter A. Flach and
Tijl De Bie and
Nello Cristianini},
title = {{BDUOL:} Double Updating Online Learning on a Fixed Budget},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2012, Bristol, UK, September 24-28, 2012. Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7523},
pages = {810--826},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33460-3\_57},
doi = {10.1007/978-3-642-33460-3\_57},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZhaoH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-4612,
author = {Jialei Wang and
Peilin Zhao and
Steven C. H. Hoi},
title = {Exact Soft Confidence-Weighted Learning},
journal = {CoRR},
volume = {abs/1206.4612},
year = {2012},
url = {http://arxiv.org/abs/1206.4612},
eprinttype = {arXiv},
eprint = {1206.4612},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-4612.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-4633,
author = {Peilin Zhao and
Jialei Wang and
Pengcheng Wu and
Rong Jin and
Steven C. H. Hoi},
title = {Fast Bounded Online Gradient Descent Algorithms for Scalable Kernel-Based
Online Learning},
journal = {CoRR},
volume = {abs/1206.4633},
year = {2012},
url = {http://arxiv.org/abs/1206.4633},
eprinttype = {arXiv},
eprint = {1206.4633},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-4633.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZhaoHJ11,
author = {Peilin Zhao and
Steven C. H. Hoi and
Rong Jin},
title = {Double Updating Online Learning},
journal = {J. Mach. Learn. Res.},
volume = {12},
pages = {1587--1615},
year = {2011},
url = {https://dl.acm.org/doi/10.5555/1953048.2021051},
doi = {10.5555/1953048.2021051},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZhaoHJ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhaoHJY11,
author = {Peilin Zhao and
Steven C. H. Hoi and
Rong Jin and
Tianbao Yang},
editor = {Lise Getoor and
Tobias Scheffer},
title = {Online {AUC} Maximization},
booktitle = {Proceedings of the 28th International Conference on Machine Learning,
{ICML} 2011, Bellevue, Washington, USA, June 28 - July 2, 2011},
pages = {233--240},
publisher = {Omnipress},
year = {2011},
url = {https://icml.cc/2011/papers/198\_icmlpaper.pdf},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZhaoHJY11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/WuHZH11,
author = {Pengcheng Wu and
Steven C. H. Hoi and
Peilin Zhao and
Ying He},
editor = {Irwin King and
Wolfgang Nejdl and
Hang Li},
title = {Mining social images with distance metric learning for automated image
tagging},
booktitle = {Proceedings of the Forth International Conference on Web Search and
Web Data Mining, {WSDM} 2011, Hong Kong, China, February 9-12, 2011},
pages = {197--206},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1935826.1935865},
doi = {10.1145/1935826.1935865},
timestamp = {Sat, 09 Apr 2022 12:34:55 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/WuHZH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/LiHZG11,
author = {Bin Li and
Steven C. H. Hoi and
Peilin Zhao and
Vivekanand Gopalkrishnan},
editor = {Geoffrey J. Gordon and
David B. Dunson and
Miroslav Dud{\'{\i}}k},
title = {Confidence Weighted Mean Reversion Strategy for On-Line Portfolio
Selection},
booktitle = {Proceedings of the Fourteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2011, Fort Lauderdale, USA,
April 11-13, 2011},
series = {{JMLR} Proceedings},
volume = {15},
pages = {434--442},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v15/li11b/li11b.pdf},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LiHZG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/GaoTCZ10,
author = {Shenghua Gao and
Ivor Wai{-}Hung Tsang and
Liang{-}Tien Chia and
Peilin Zhao},
title = {Local features are not lonely - Laplacian sparse coding for image
classification},
booktitle = {The Twenty-Third {IEEE} Conference on Computer Vision and Pattern
Recognition, {CVPR} 2010, San Francisco, CA, USA, 13-18 June 2010},
pages = {3555--3561},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/CVPR.2010.5539943},
doi = {10.1109/CVPR.2010.5539943},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/GaoTCZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhaoH10,
author = {Peilin Zhao and
Steven C. H. Hoi},
editor = {Johannes F{\"{u}}rnkranz and
Thorsten Joachims},
title = {{OTL:} {A} Framework of Online Transfer Learning},
booktitle = {Proceedings of the 27th International Conference on Machine Learning
(ICML-10), June 21-24, 2010, Haifa, Israel},
pages = {1231--1238},
publisher = {Omnipress},
year = {2010},
url = {https://icml.cc/Conferences/2010/papers/219.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhaoH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhaoHJ09,
author = {Peilin Zhao and
Steven C. H. Hoi and
Rong Jin},
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {{DUOL:} {A} Double Updating Approach for Online Learning},
booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual
Conference on Neural Information Processing Systems 2009. Proceedings
of a meeting held 7-10 December 2009, Vancouver, British Columbia,
Canada},
pages = {2259--2267},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/013d407166ec4fa56eb1e1f8cbe183b9-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZhaoHJ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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