2023

doi dblp
Cooperative Explanations of Graph Neural Networks
Junfeng Fang | Xiang Wang | An Zhang | Zemin Liu | Xiangnan He | Tat-Seng Chua
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023

doi dblp
Alleviating Structural Distribution Shift in Graph Anomaly Detection
Yuan Gao | Xiang Wang | Xiangnan He | Zhenguang Liu | Huamin Feng | Yongdong Zhang
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023

2022

doi dblp
Graph Neural Networks for Recommender System
Chen Gao | Xiang Wang | Xiangnan He | Yong Li
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022

doi dblp
Self-Supervised Learning for Recommender System
Chao Huang | Xiang Wang | Xiangnan He | Dawei Yin
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

doi dblp
Self-Supervised Learning for Recommendation
Chao Huang | Lianghao Xia | Xiang Wang | Xiangnan He | Dawei Yin
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

doi dblp
Cross Pairwise Ranking for Unbiased Item Recommendation
Qi Wan | Xiangnan He | Xiang Wang | Jiancan Wu | Wei Guo | Ruiming Tang
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2021

doi dblp
Self-supervised Graph Learning for Recommendation
Jiancan Wu | Xiang Wang | Fuli Feng | Xiangnan He | Liang Chen | Jianxun Lian | Xing Xie
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

doi dblp
Learning Intents behind Interactions with Knowledge Graph for Recommendation
Xiang Wang | Tinglin Huang | Dingxian Wang | Yancheng Yuan | Zhenguang Liu | Xiangnan He | Tat-Seng Chua
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

2020

doi dblp
HoAFM: A High-order Attentive Factorization Machine for CTR Prediction
Zhulin Tao | Xiang Wang | Xiangnan He | Xianglin Huang | Tat-Seng Chua
2020 Volume 57 Issue 6

doi dblp
MGAT: Multimodal Graph Attention Network for Recommendation
Zhulin Tao | Yinwei Wei | Xiang Wang | Xiangnan He | Xianglin Huang | Tat-Seng Chua
2020 Volume 57 Issue 5

doi dblp
Learning and Reasoning on Graph for Recommendation
Xiang Wang | Xiangnan He | Tat-Seng Chua
WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020

doi dblp
Disentangled Graph Collaborative Filtering
Xiang Wang | Hongye Jin | An Zhang | Xiangnan He | Tong Xu | Tat-Seng Chua
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

doi dblp
LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation
Xiangnan He | Kuan Deng | Xiang Wang | Yan Li | Yong-Dong Zhang | Meng Wang
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

doi dblp
Hierarchical Fashion Graph Network for Personalized Outfit Recommendation
Xingchen Li | Xiang Wang | Xiangnan He | Long Chen | Jun Xiao | Tat-Seng Chua
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

doi dblp
Reinforced Negative Sampling over Knowledge Graph for Recommendation
Xiang Wang | Yaokun Xu | Xiangnan He | Yixin Cao | Meng Wang | Tat-Seng Chua
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

2019

doi dblp
Temporal Relational Ranking for Stock Prediction
Fuli Feng | Xiangnan He | Xiang Wang | Cheng Luo | Yiqun Liu | Tat-Seng Chua
2019 Volume 37 Issue 2

doi dblp
Deep Item-based Collaborative Filtering for Top-N Recommendation
Feng Xue | Xiangnan He | Xiang Wang | Jiandong Xu | Kai Liu | Richang Hong
2019 Volume 37 Issue 3

doi dblp
Interpretable Fashion Matching with Rich Attributes
Xun Yang | Xiangnan He | Xiang Wang | Yunshan Ma | Fuli Feng | Meng Wang | Tat-Seng Chua
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019

doi dblp
Neural Graph Collaborative Filtering
Xiang Wang | Xiangnan He | Meng Wang | Fuli Feng | Tat-Seng Chua
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019

doi dblp
Learning and Reasoning on Graph for Recommendation
Xiang Wang | Xiangnan He | Tat-Seng Chua
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

doi dblp
Unifying Knowledge Graph Learning and Recommendation: Towards a Better Understanding of User Preferences
Yixin Cao | Xiang Wang | Xiangnan He | Zikun Hu | Tat-Seng Chua
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

2018

doi dblp
A Personal Privacy Preserving Framework: I Let You Know Who Can See What
Xuemeng Song | Xiang Wang | Liqiang Nie | Xiangnan He | Zhumin Chen | Wei Liu
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018

doi dblp
Attentive Moment Retrieval in Videos
Meng Liu | Xiang Wang | Liqiang Nie | Xiangnan He | Baoquan Chen | Tat-Seng Chua
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018

doi dblp
TEM: Tree-enhanced Embedding Model for Explainable Recommendation
Xiang Wang | Xiangnan He | Fuli Feng | Liqiang Nie | Tat-Seng Chua
Proceedings of the 2018 World Wide Web Conference on World Wide Web, WWW 2018, Lyon, France, April 23-27, 2018

2017

doi dblp
Unifying Virtual and Physical Worlds: Learning Toward Local and Global Consistency
Xiang Wang | Liqiang Nie | Xuemeng Song | Dongxiang Zhang | Tat-Seng Chua
2017 Volume 36 Issue 1

doi dblp
Computational Social Indicators: A Case Study of Chinese University Ranking
Fuli Feng | Liqiang Nie | Xiang Wang | Richang Hong | Tat-Seng Chua
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017

doi dblp
Item Silk Road: Recommending Items from Information Domains to Social Users
Xiang Wang | Xiangnan He | Liqiang Nie | Tat-Seng Chua
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017