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Towards Representation Alignment and Uniformity in Collaborative Filtering


Jun 26, 2022
Chenyang Wang, Yuanqing Yu, Weizhi Ma, Min Zhang, Chong Chen, Yiqun Liu, Shaoping Ma

* Accepted by KDD'2022 

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A Survey on the Fairness of Recommender Systems


Jun 19, 2022
Yifan Wang, Weizhi Ma, Min Zhang, Yiqun Liu, Shaoping Ma

* Submitted to the Special Section on Trustworthy Recommendation and Search of ACM TOIS on March 27, 2022 and accepted on June 6 

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A Survey on Dropout Methods and Experimental Verification in Recommendation


Apr 05, 2022
Yangkun Li, Weizhi Ma, Chong Chen, Min Zhang, Yiqun Liu, Shaoping Ma, Yuekui Yang

* 26 pages 

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A Large-Scale Rich Context Query and Recommendation Dataset in Online Knowledge-Sharing


Jun 11, 2021
Bin Hao, Min Zhang, Weizhi Ma, Shaoyun Shi, Xinxing Yu, Houzhi Shan, Yiqun Liu, Shaoping Ma

* 7 pages 

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Neural Logic Reasoning


Aug 20, 2020
Shaoyun Shi, Hanxiong Chen, Weizhi Ma, Jiaxin Mao, Min Zhang, Yongfeng Zhang

* Accepted to ACM CIKM 2020. arXiv admin note: substantial text overlap with arXiv:1910.08629 

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Jointly Learning Explainable Rules for Recommendation with Knowledge Graph


Mar 09, 2019
Weizhi Ma, Min Zhang, Yue Cao, Woojeong, Jin, Chenyang Wang, Yiqun Liu, Shaoping Ma, Xiang Ren

* 10 pages, plus 1-page references; accepted at The Web Conference 2019 

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