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Graph Neural Networks for Recommender Systems: Challenges, Methods, and Directions

Sep 27, 2021
Chen Gao, Yu Zheng, Nian Li, Yinfeng Li, Yingrong Qin, Jinghua Piao, Yuhan Quan, Jianxin Chang, Depeng Jin, Xiangnan He, Yong Li

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TabGNN: Multiplex Graph Neural Network for Tabular Data Prediction

Aug 20, 2021
Xiawei Guo, Yuhan Quan, Huan Zhao, Quanming Yao, Yong Li, Weiwei Tu

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Simplify and Robustify Negative Sampling for Implicit Collaborative Filtering

Sep 07, 2020
Jingtao Ding, Yuhan Quan, Quanming Yao, Yong Li, Depeng Jin

* 20 pages, 7 figures, 8 tables 

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