Knowledge Graph Contrastive Learning for Recommendation

Author:

Yang Yuhao1,Huang Chao1,Xia Lianghao2,Li Chenliang3

Affiliation:

1. University of Hong Kong, Hong Kong, Hong Kong

2. University of Hong Kong, Hong Kong, China

3. Wuhan University, Wuhan, China

Publisher

ACM

Reference55 articles.

1. Rianne van den Berg , Thomas N Kipf , and Max Welling . 2017. Graph convolutional matrix completion. arXiv preprint arXiv:1706.02263 ( 2017 ). Rianne van den Berg, Thomas N Kipf, and Max Welling. 2017. Graph convolutional matrix completion. arXiv preprint arXiv:1706.02263 (2017).

2. Antoine Bordes , Nicolas Usunier , Alberto Garcia-Duran , Jason Weston , and Oksana Yakhnenko . 2013 . Translating embeddings for modeling multi-relational data . NIPS , Vol. 26 (2013). Antoine Bordes, Nicolas Usunier, Alberto Garcia-Duran, Jason Weston, and Oksana Yakhnenko. 2013. Translating embeddings for modeling multi-relational data. NIPS , Vol. 26 (2013).

3. 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. 151--161. 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. 151--161.

4. 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. 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.

5. Ting Chen , Simon Kornblith , et almbox . 2020 . A simple framework for contrastive learning of visual representations. In ICML. PMLR , 1597--1607. Ting Chen, Simon Kornblith, et almbox. 2020. A simple framework for contrastive learning of visual representations. In ICML. PMLR, 1597--1607.

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