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Dynamic Causal Collaborative Filtering


Aug 23, 2022
Shuyuan Xu, Juntao Tan, Zuohui Fu, Jianchao Ji, Shelby Heinecke, Yongfeng Zhang

* In ACM CIKM 2022 

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A Survey on Trustworthy Recommender Systems


Jul 25, 2022
Yingqiang Ge, Shuchang Liu, Zuohui Fu, Juntao Tan, Zelong Li, Shuyuan Xu, Yunqi Li, Yikun Xian, Yongfeng Zhang


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Explainable Fairness in Recommendation


Apr 24, 2022
Yingqiang Ge, Juntao Tan, Yan Zhu, Yinglong Xia, Jiebo Luo, Shuchang Liu, Zuohui Fu, Shijie Geng, Zelong Li, Yongfeng Zhang


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Recommendation as Language Processing (RLP): A Unified Pretrain, Personalized Prompt & Predict Paradigm (P5)


Apr 06, 2022
Shijie Geng, Shuchang Liu, Zuohui Fu, Yingqiang Ge, Yongfeng Zhang


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Learning and Evaluating Graph Neural Network Explanations based on Counterfactual and Factual Reasoning


Feb 17, 2022
Juntao Tan, Shijie Geng, Zuohui Fu, Yingqiang Ge, Shuyuan Xu, Yunqi Li, Yongfeng Zhang

* To be published at the Web Conference 2022 (WWW 2022) 

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Dense Contrastive Visual-Linguistic Pretraining


Sep 24, 2021
Lei Shi, Kai Shuang, Shijie Geng, Peng Gao, Zuohui Fu, Gerard de Melo, Yunpeng Chen, Sen Su

* Accepted by ACM Multimedia 2021. arXiv admin note: text overlap with arXiv:2007.13135 

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Efficient Non-Sampling Knowledge Graph Embedding


Apr 30, 2021
Zelong Li, Jianchao Ji, Zuohui Fu, Yingqiang Ge, Shuyuan Xu, Chong Chen, Yongfeng Zhang

* 10 pages, 3 figures. The first two authors contributed equally to the work. Accepted to WWW 2021 

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User-oriented Fairness in Recommendation


Apr 21, 2021
Yunqi Li, Hanxiong Chen, Zuohui Fu, Yingqiang Ge, Yongfeng Zhang

* Accepted to the 30th Web Conference (WWW 2021) 

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Context-Aware Interaction Network for Question Matching


Apr 17, 2021
Zhe Hu, Zuohui Fu, Yu Yin, Gerard de Melo, Cheng Peng


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