Peilin Zhao

2024

A Spatio-Temporal Diffusion Model for Missing and Real-Time Financial Data Inference.

Yupeng Fang|Ruirui Liu|Huichou Huang|Peilin Zhao|Qingyao Wu

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024

2023

Decentralized Online Learning: Take Benefits from Others' Data without Sharing Your Own to Track Global Trend.

Wendi Wu|Zongren Li|Yawei Zhao|Chen Yu|Peilin Zhao|Ji Liu|Kunlun He

ACM Transactions on Intelligent Systems and Technology (TIST) 2023 Volume 14 Issue 1

Geometric Graph Learning for Protein Mutation Effect Prediction.

Kangfei Zhao|Yu Rong|Biaobin Jiang|Jianheng Tang|Hengtong Zhang|Jeffrey Xu Yu|Peilin Zhao

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023

Curriculum Graph Poisoning.

Hanwen Liu|Peilin Zhao|Tingyang Xu|Yatao Bian|Junzhou Huang|Yuesheng Zhu|Yadong Mu

Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

Value Penalized Q-Learning for Recommender Systems.

Chengqian Gao|Ke Xu|Kuangqi Zhou|Lanqing Li|Xueqian Wang|Bo Yuan|Peilin Zhao

SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

Neighbour Interaction based Click-Through Rate Prediction via Graph-masked Transformer.

Erxue Min|Yu Rong|Tingyang Xu|Yatao Bian|Da Luo|Kangyi Lin|Junzhou Huang|Sophia Ananiadou|Peilin Zhao

SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

Divide-and-Conquer: Post-User Interaction Network for Fake News Detection on Social Media.

Erxue Min|Yu Rong|Yatao Bian|Tingyang Xu|Peilin Zhao|Junzhou Huang|Sophia Ananiadou

WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2018

Sparse Passive-Aggressive Learning for Bounded Online Kernel Methods.

Jing Lu|Doyen Sahoo|Peilin Zhao|Steven C. H. Hoi

ACM Transactions on Intelligent Systems and Technology (TIST) 2018 Volume 9 Issue 4

Robust Asymmetric Recommendation via Min-Max Optimization.

Peng Yang|Peilin Zhao|Vincent W. Zheng|Lizhong Ding|Xin Gao

The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018

Online Compact Convexified Factorization Machine.

Xiao Lin|Wenpeng Zhang|Min Zhang|Wenwu Zhu|Jian Pei|Peilin Zhao|Junzhou Huang

Proceedings of the 2018 World Wide Web Conference on World Wide Web, WWW 2018, Lyon, France, April 23-27, 2018

2017

Locally Connected Deep Learning Framework for Industrial-scale Recommender Systems.

Cen Chen|Peilin Zhao|Longfei Li|Jun Zhou|Xiaolong Li|Minghui Qiu

Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017

PSMART: Parameter Server based Multiple Additive Regression Trees System.

Jun Zhou|Qing Cui|Xiaolong Li|Peilin Zhao|Shenquan Qu|Jun Huang

Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017

2016

Soft Confidence-Weighted Learning.

Jialei Wang|Peilin Zhao|Steven C. H. Hoi

ACM Transactions on Intelligent Systems and Technology (TIST) 2016 Volume 8 Issue 1

Online Adaptive Passive-Aggressive Methods for Non-Negative Matrix Factorization and Its Applications.

Chenghao Liu|Steven C. H. Hoi|Peilin Zhao|Jianling Sun|Ee-Peng Lim

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016

2015

Learning Relative Similarity from Data Streams: Active Online Learning Approaches.

Shuji Hao|Peilin Zhao|Steven C. H. Hoi|Chunyan Miao

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, CIKM 2015, Melbourne, VIC, Australia, October 19 - 23, 2015

A Min-Max Optimization Framework For Online Graph Classification.

Peng Yang|Peilin Zhao

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, CIKM 2015, Melbourne, VIC, Australia, October 19 - 23, 2015

2011

Mining social images with distance metric learning for automated image tagging.

Pengcheng Wu|Steven C. H. Hoi|Peilin Zhao|Ying He

Proceedings of the Forth International Conference on Web Search and Web Data Mining, WSDM 2011, Hong Kong, China, February 9-12, 2011