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Large-scale Personalized Video Game Recommendation via Social-aware Contextualized Graph Neural Network


Feb 11, 2022
Liangwei Yang, Zhiwei Liu, Yu Wang, Chen Wang, Ziwei Fan, Philip S. Yu


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Sequential Recommendation via Stochastic Self-Attention


Jan 16, 2022
Ziwei Fan, Zhiwei Liu, Yu Wang, Alice Wang, Zahra Nazari, Lei Zheng, Hao Peng, Philip S. Yu

* Accepted by TheWebConf 2022 

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Federated Social Recommendation with Graph Neural Network


Nov 21, 2021
Zhiwei Liu, Liangwei Yang, Ziwei Fan, Hao Peng, Philip S. Yu

* Accepted to ACM TIST 

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Advancing COVID-19 Diagnosis with Privacy-Preserving Collaboration in Artificial Intelligence


Nov 18, 2021
Xiang Bai, Hanchen Wang, Liya Ma, Yongchao Xu, Jiefeng Gan, Ziwei Fan, Fan Yang, Ke Ma, Jiehua Yang, Song Bai, Chang Shu, Xinyu Zou, Renhao Huang, Changzheng Zhang, Xiaowu Liu, Dandan Tu, Chuou Xu, Wenqing Zhang, Xi Wang, Anguo Chen, Yu Zeng, Dehua Yang, Ming-Wei Wang, Nagaraj Holalkere, Neil J. Halin, Ihab R. Kamel, Jia Wu, Xuehua Peng, Xiang Wang, Jianbo Shao, Pattanasak Mongkolwat, Jianjun Zhang, Weiyang Liu, Michael Roberts, Zhongzhao Teng, Lucian Beer, Lorena Escudero Sanchez, Evis Sala, Daniel Rubin, Adrian Weller, Joan Lasenby, Chuangsheng Zheng, Jianming Wang, Zhen Li, Carola-Bibiane Schönlieb, Tian Xia

* Nature Machine Intelligence 

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DSKReG: Differentiable Sampling on Knowledge Graph for Recommendation with Relational GNN


Aug 26, 2021
Yu Wang, Zhiwei Liu, Ziwei Fan, Lichao Sun, Philip S. Yu

* Accepted by CIKM 2021 

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Continuous-Time Sequential Recommendation with Temporal Graph Collaborative Transformer


Aug 22, 2021
Ziwei Fan, Zhiwei Liu, Jiawei Zhang, Yun Xiong, Lei Zheng, Philip S. Yu

* accepted by CIKM2021, with updated code in https://github.com/DyGRec/TGSRec 

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Modeling Sequences as Distributions with Uncertainty for Sequential Recommendation


Jun 11, 2021
Ziwei Fan, Zhiwei Liu, Lei Zheng, Shen Wang, Philip S. Yu


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Augmenting Sequential Recommendation with Pseudo-Prior Items via Reversely Pre-training Transformer


May 02, 2021
Zhiwei Liu, Ziwei Fan, Yu Wang, Philip S. Yu

* Accepted by SIGIR 2021 

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