Neural Graph Collaborative Filtering

Author:

Wang Xiang1,He Xiangnan2,Wang Meng3,Feng Fuli1,Chua Tat-Seng1

Affiliation:

1. National University of Singapore, Singapore, Singapore

2. University of Science and Technology of China, Hefei, China

3. Hefei University of Technology, Hefei, China

Funder

NExT++ research

Thousand Youth Talents Program 2018

Publisher

ACM

Reference42 articles.

1. Yixin Cao Xiang Wang Xiangnan He Zikun Hu and Tat-Seng Chua. 2019. Unifying Knowledge Graph Learning and Recommendation: Towards a Better Understanding of User Preferences. In WWW. 10.1145/3308558.3313705 Yixin Cao Xiang Wang Xiangnan He Zikun Hu and Tat-Seng Chua. 2019. Unifying Knowledge Graph Learning and Recommendation: Towards a Better Understanding of User Preferences. In WWW. 10.1145/3308558.3313705

2. Jingyuan Chen Hanwang Zhang Xiangnan He Liqiang Nie Wei Liu and Tat-Seng Chua. 2017. Attentive Collaborative Filtering: Multimedia Recommendation with Item- and Component-Level Attention. In SIGIR. 335--344. 10.1145/3077136.3080797 Jingyuan Chen Hanwang Zhang Xiangnan He Liqiang Nie Wei Liu and Tat-Seng Chua. 2017. Attentive Collaborative Filtering: Multimedia Recommendation with Item- and Component-Level Attention. In SIGIR. 335--344. 10.1145/3077136.3080797

3. Aspect-Aware Latent Factor Model

4. Michaël Defferrard Xavier Bresson and Pierre Vandergheynst. 2016. Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering. In NeurIPS. 3837--3845. Michaël Defferrard Xavier Bresson and Pierre Vandergheynst. 2016. Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering. In NeurIPS. 3837--3845.

5. Travis Ebesu Bin Shen and Yi Fang. 2018. Collaborative Memory Network for Recommendation Systems. In SIGIR. 515--524. 10.1145/3209978.3209991 Travis Ebesu Bin Shen and Yi Fang. 2018. Collaborative Memory Network for Recommendation Systems. In SIGIR. 515--524. 10.1145/3209978.3209991

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