2023

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DisenPOI: Disentangling Sequential and Geographical Influence for Point-of-Interest Recommendation
Yifang Qin | Yifan Wang | Fang Sun | Wei Ju | Xuyang Hou | Zhe Wang | Jia Cheng | Jun Lei | Ming Zhang
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023

2022

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KGNN: Harnessing Kernel-based Networks for Semi-supervised Graph Classification
Wei Ju | Junwei Yang | Meng Qu | Weiping Song | Jianhao Shen | Ming Zhang
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022

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DisenCTR: Dynamic Graph-based Disentangled Representation for Click-Through Rate Prediction
Yifan Wang | Yifang Qin | Fang Sun | Bo Zhang | Xuyang Hou | Ke Hu | Jia Cheng | Jun Lei | Ming Zhang
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

2020

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DisenHAN: Disentangled Heterogeneous Graph Attention Network for Recommendation
Yifan Wang | Suyao Tang | Yuntong Lei | Weiping Song | Sheng Wang | Ming Zhang
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

2019

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Providing personalized learning guidance in MOOCs by multi-source data analysis
Ming Zhang | Jile Zhu | Zhuo Wang | Yunfan Chen
2019 Volume 22 Issue 3

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Combating Fake News: A Survey on Identification and Mitigation Techniques
Karishma Sharma | Feng Qian | He Jiang | Natali Ruchansky | Ming Zhang | Yan Liu
2019 Volume 10 Issue 3

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Session-Based Social Recommendation via Dynamic Graph Attention Networks
Weiping Song | Zhiping Xiao | Yifan Wang | Laurent Charlin | Ming Zhang | Jian Tang
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, WSDM 2019, Melbourne, VIC, Australia, February 11-15, 2019

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AutoInt: Automatic Feature Interaction Learning via Self-Attentive Neural Networks
Weiping Song | Chence Shi | Zhiping Xiao | Zhijian Duan | Yewen Xu | Ming Zhang | Jian Tang
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

2017

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An Attention-based Collaboration Framework for Multi-View Network Representation Learning
Meng Qu | Jian Tang | Jingbo Shang | Xiang Ren | Ming Zhang | Jiawei Han
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017

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Distant Meta-Path Similarities for Text-Based Heterogeneous Information Networks
Chenguang Wang | Yangqiu Song | Haoran Li | Yizhou Sun | Ming Zhang | Jiawei Han
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017

2016

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Visualizing Large-scale and High-dimensional Data
Jian Tang | Jingzhou Liu | Ming Zhang | Qiaozhu Mei
Proceedings of the 25th International Conference on World Wide Web, WWW 2016, Montreal, Canada, April 11 - 15, 2016

2015

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LINE: Large-scale Information Network Embedding
Jian Tang | Meng Qu | Mingzhe Wang | Ming Zhang | Jun Yan | Qiaozhu Mei
Proceedings of the 24th International Conference on World Wide Web, WWW 2015, Florence, Italy, May 18-22, 2015

2012

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Please spread: recommending tweets for retweeting with implicit feedback
Sheng Wang | Xiaobo Zhou | Ziqi Wang | Ming Zhang
Proceedings of the 2012 workshop on Data-driven User Behavioral Modelling and Mining from Social Media, DUBMMSM 2012, October 29, 2012, Maui, Hawaii, USA

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We know what @you #tag: does the dual role affect hashtag adoption?
Lei Yang | Tao Sun | Ming Zhang | Qiaozhu Mei
Proceedings of the 21st World Wide Web Conference 2012, WWW 2012, Lyon, France, April 16-20, 2012

2011

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Topic sentiment analysis in twitter: a graph-based hashtag sentiment classification approach
Xiaolong Wang | Furu Wei | Xiaohua Liu | Ming Zhou | Ming Zhang
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011

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Learning to rank audience for behavioral targeting in display ads
Jian Tang | Ning Liu | Jun Yan | Yelong Shen | Shaodan Guo | Bin Gao | Shuicheng Yan | Ming Zhang
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011

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User browsing behavior-driven web crawling
Minghai Liu | Rui Cai | Ming Zhang | Lei Zhang
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011