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Causal Intervention for Fairness in Multi-behavior Recommendation


Sep 10, 2022
Xi Wang, Wenjie Wang, Fuli Feng, Wenge Rong, Chuantao Yin


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Causal Inference in Recommender Systems: A Survey and Future Directions


Aug 26, 2022
Chen Gao, Yu Zheng, Wenjie Wang, Fuli Feng, Xiangnan He, Yong Li

* Under peer review 

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CCL4Rec: Contrast over Contrastive Learning for Micro-video Recommendation


Aug 17, 2022
Shengyu Zhang, Bofang Li, Dong Yao, Fuli Feng, Jieming Zhu, Wenyan Fan, Zhou Zhao, Xiaofei He, Tat-seng Chua, Fei Wu

* 11 pages, 4 figures 

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Re4: Learning to Re-contrast, Re-attend, Re-construct for Multi-interest Recommendation


Aug 17, 2022
Shengyu Zhang, Lingxiao Yang, Dong Yao, Yujie Lu, Fuli Feng, Zhou Zhao, Tat-seng Chua, Fei Wu

* 11 pages, 4 figures, accepted by WWW 2022 

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Towards Complex Document Understanding By Discrete Reasoning


Jul 25, 2022
Fengbin Zhu, Wenqiang Lei, Fuli Feng, Chao Wang, Haozhou Zhang, Tat-Seng Chua

* Accepted by MM22 

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Explainable Sparse Knowledge Graph Completion via High-order Graph Reasoning Network


Jul 14, 2022
Weijian Chen, Yixin Cao, Fuli Feng, Xiangnan He, Yongdong Zhang

* The manuscript under review 

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GL-RG: Global-Local Representation Granularity for Video Captioning


May 22, 2022
Liqi Yan, Qifan Wang, Yiming Cui, Fuli Feng, Xiaojun Quan, Xiangyu Zhang, Dongfang Liu

* Accepted to IJCAI 2022 

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Mitigating Hidden Confounding Effects for Causal Recommendation


May 16, 2022
Xinyuan Zhu, Yang Zhang, Fuli Feng, Xun Yang, Dingxian Wang, Xiangnan He


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Addressing Confounding Feature Issue for Causal Recommendation


May 13, 2022
Xiangnan He, Yang Zhang, Fuli Feng, Chonggang Song, Lingling Yi, Guohui Ling, Yongdong Zhang


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Copy Motion From One to Another: Fake Motion Video Generation


May 03, 2022
Zhenguang Liu, Sifan Wu, Chejian Xu, Xiang Wang, Lei Zhu, Shuang Wu, Fuli Feng

* This paper is accepted to IJCAI2022 (ORAL presentation) 

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