2023

doi dblp
Knowledge-Adaptive Contrastive Learning for Recommendation
Hao Wang | Yao Xu | Cheng Yang | Chuan Shi | Xin Li | Ning Guo | Zhiyuan Liu
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023

doi dblp
Learning to Distill Graph Neural Networks
Cheng Yang | Yuxin Guo | Yao Xu | Chuan Shi | Jiawei Liu | Chunchen Wang | Xin Li | Ning Guo | Hongzhi Yin
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
Few-shot Link Prediction in Dynamic Networks
Cheng Yang | Chunchen Wang | Yuanfu Lu | Xumeng Gong | Chuan Shi | Wei Wang | Xu Zhang
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022

doi dblp
Profiling the Design Space for Graph Neural Networks based Collaborative Filtering
Zhenyi Wang | Huan Zhao | Chuan Shi
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022

doi dblp
Space4HGNN: A Novel, Modularized and Reproducible Platform to Evaluate Heterogeneous Graph Neural Network
Tianyu Zhao | Cheng Yang | Yibo Li | Quan Gan | Zhenyi Wang | Fengqi Liang | Huan Zhao | Yingxia Shao | Xiao Wang | Chuan Shi
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

doi dblp
Co-clustering Interactions via Attentive Hypergraph Neural Network
Tianchi Yang | Cheng Yang | Luhao Zhang | Chuan Shi | Maodi Hu | Huaijun Liu | Tao Li | Dong Wang
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

doi dblp
Geometric Disentangled Collaborative Filtering
Yiding Zhang | Chaozhuo Li | Xing Xie | Xiao Wang | Chuan Shi | Yuming Liu | Hao Sun | Liangjie Zhang | Weiwei Deng | Qi Zhang
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

doi dblp
OpenHGNN: An Open Source Toolkit for Heterogeneous Graph Neural Network
Hui Han | Tianyu Zhao | Cheng Yang | Hongyi Zhang | Yaoqi Liu | Xiao Wang | Chuan Shi
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

doi dblp
Compact Graph Structure Learning via Mutual Information Compression
Nian Liu | Xiao Wang | Lingfei Wu | Yu Chen | Xiaojie Guo | Chuan Shi
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

doi dblp
Prohibited Item Detection via Risk Graph Structure Learning
Yugang Ji | Guanyi Chu | Xiao Wang | Chuan Shi | Jianan Zhao | Junping Du
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

doi dblp
Confidence May Cheat: Self-Training on Graph Neural Networks under Distribution Shift
Hongrui Liu | Binbin Hu | Xiao Wang | Chuan Shi | Zhiqiang Zhang | Jun Zhou
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2021

doi dblp
Network Embedding: Theories, Methods, and Applications
Cheng Yang | Zhiyuan Liu | Cunchao Tu | Chuan Shi | Maosong Sun
2021

doi dblp
HGAT: Heterogeneous Graph Attention Networks for Semi-supervised Short Text Classification
Tianchi Yang | Linmei Hu | Chuan Shi | Houye Ji | Xiaoli Li | Liqiang Nie
2021 Volume 39 Issue 3

doi dblp
Package Recommendation with Intra- and Inter-Package Attention Networks
Chen Li | Yuanfu Lu | Wei Wang | Chuan Shi | Ruobing Xie | Haili Yang | Cheng Yang | Xu Zhang | Leyu Lin
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

doi dblp
Prohibited Item Detection on Heterogeneous Risk Graphs
Yugang Ji | Chuan Shi | Xiao Wang
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

doi dblp
Topic-aware Heterogeneous Graph Neural Network for Link Prediction
Siyong Xu | Cheng Yang | Chuan Shi | Yuan Fang | Yuxin Guo | Tianchi Yang | Luhao Zhang | Maodi Hu
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

doi dblp
Neural Information Diffusion Prediction with Topic-Aware Attention Network
Hao Wang | Cheng Yang | Chuan Shi
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

doi dblp
Contrastive Pre-Training of GNNs on Heterogeneous Graphs
Xunqiang Jiang | Yuanfu Lu | Yuan Fang | Chuan Shi
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

doi dblp
Large-scale Comb-K Recommendation
Houye Ji | Junxiong Zhu | Chuan Shi | Xiao Wang | Bai Wang | Chaoyu Zhang | Zixuan Zhu | Feng Zhang | Yanghua Li
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

doi dblp
Lorentzian Graph Convolutional Networks
Yiding Zhang | Xiao Wang | Chuan Shi | Nian Liu | Guojie Song
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

doi dblp
Extract the Knowledge of Graph Neural Networks and Go Beyond it: An Effective Knowledge Distillation Framework
Cheng Yang | Jiawei Liu | Chuan Shi
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

doi dblp
Interpreting and Unifying Graph Neural Networks with An Optimization Framework
Meiqi Zhu | Xiao Wang | Chuan Shi | Houye Ji | Peng Cui
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

doi dblp
Graph Structure Estimation Neural Networks
Ruijia Wang | Shuai Mou | Xiao Wang | Wanpeng Xiao | Qi Ju | Chuan Shi | Xing Xie
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

2020

doi dblp
Embedding geographic information for anomalous trajectory detection
Ding Xiao | Li Song | Ruijia Wang | Xiaotian Han | Yanan Cai | Chuan Shi
2020 Volume 23 Issue 5

doi dblp
Graph neural news recommendation with long-term and short-term interest modeling
Linmei Hu | Chen Li | Chuan Shi | Cheng Yang | Chao Shao
2020 Volume 57 Issue 2

doi dblp
Semi-supervised Co-Clustering on Attributed Heterogeneous Information Networks
Yugang Ji | Chuan Shi | Yuan Fang | Xiangnan Kong | Mingyang Yin
2020 Volume 57 Issue 6

doi dblp
EasyGML: A Fully-functional and Easy-to-use Platform for Industrial Graph Machine Learning
Zhiqiang Zhang | Jun Zhou | Chuan Shi
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

doi dblp
More Than One: A Cluster-Prototype Matching Framework for Zero-Shot Learning
Jing Zhang | Yangli-ao Geng | Qingyong Li | Chuan Shi
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

doi dblp
One2Multi Graph Autoencoder for Multi-view Graph Clustering
Shaohua Fan | Xiao Wang | Chuan Shi | Emiao Lu | Ken Lin | Bai Wang
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

doi dblp
Structural Deep Clustering Network
Deyu Bo | Xiao Wang | Chuan Shi | Meiqi Zhu | Emiao Lu | Peng Cui
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

2019

doi dblp
SemRec: a personalized semantic recommendation method based on weighted heterogeneous information networks
Chuan Shi | Zhiqiang Zhang | Yugang Ji | Weipeng Wang | Philip S. Yu | Zhiping Shi
2019 Volume 22 Issue 1

doi dblp
HENA 2019: The 3rd Workshop of Heterogeneous Information Network Analysis and Applications
Chuan Shi | Yanfang Ye | Jiawei Zhang
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

doi dblp
Recent Developments of Deep Heterogeneous Information Network Analysis
Chuan Shi | Philip S. Yu
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

doi dblp
Author Set Identification via Quasi-Clique Discovery
Yuyan Zheng | Chuan Shi | Xiangnan Kong | Yanfang Ye
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

doi dblp
Key Player Identification in Underground Forums over Attributed Heterogeneous Information Network Embedding Framework
Yiming Zhang | Yujie Fan | Yanfang Ye | Liang Zhao | Chuan Shi
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

doi dblp
Temporal Network Embedding with Micro- and Macro-dynamics
Yuanfu Lu | Xiao Wang | Chuan Shi | Philip S. Yu | Yanfang Ye
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

doi dblp
Your Style Your Identity: Leveraging Writing and Photography Styles for Drug Trafficker Identification in Darknet Markets over Attributed Heterogeneous Information Network
Yiming Zhang | Yujie Fan | Wei Song | Shifu Hou | Yanfang Ye | Xin Li | Liang Zhao | Chuan Shi | Jiabin Wang | Qi Xiong
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

doi dblp
Heterogeneous Graph Attention Network
Xiao Wang | Houye Ji | Chuan Shi | Bai Wang | Yanfang Ye | Peng Cui | Philip S. Yu
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

2018

doi dblp
Coupled matrix factorization and topic modeling for aspect mining
Ding Xiao | Yugang Ji | Yitong Li | Fuzhen Zhuang | Chuan Shi
2018 Volume 54 Issue 6

doi dblp
Local and Global Information Fusion for Top-N Recommendation in Heterogeneous Information Network
Binbin Hu | Chuan Shi | Wayne Xin Zhao | Tianchi Yang
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

doi dblp
Abnormal Event Detection via Heterogeneous Information Network Embedding
Shaohua Fan | Chuan Shi | Xiao Wang
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

2017

doi dblp
Local Ensemble across Multiple Sources for Collaborative Filtering
Jing Zheng | Fuzhen Zhuang | Chuan Shi
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017

doi dblp
Local Low-Rank Matrix Approximation with Preference Selection of Anchor Points
Menghao Zhang | Binbin Hu | Chuan Shi | Bai Wang
Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017

2015

doi dblp
Semantic Path based Personalized Recommendation on Weighted Heterogeneous Information Networks
Chuan Shi | Zhiqiang Zhang | Ping Luo | Philip S. Yu | Yading Yue | Bin Wu
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, CIKM 2015, Melbourne, VIC, Australia, October 19 - 23, 2015

2014

doi dblp
Multi-Label Classification Based on Multi-Objective Optimization
Chuan Shi | Xiangnan Kong | Di Fu | Philip S. Yu | Bin Wu
2014 Volume 5 Issue 2

doi dblp
Ranking-based Clustering on General Heterogeneous Information Networks by Network Projection
Chuan Shi | Ran Wang | Yitong Li | Philip S. Yu | Bin Wu
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014

2011

doi dblp
On selection of objective functions in multi-objective community detection
Chuan Shi | Philip S. Yu | Yanan Cai | Zhenyu Yan | Bin Wu
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011

2010

doi dblp
FolkDiffusion: A Graph-Based Tag Suggestion Method for Folksonomies
Zhiyuan Liu | Chuan Shi | Maosong Sun
Information Retrieval Technology - 6th Asia Information Retrieval Societies Conference, AIRS 2010, Taipei, Taiwan, December 1-3, 2010. Proceedings