Multi-level Cross-view Contrastive Learning for Knowledge-aware Recommender System

Author:

Zou Ding1,Wei Wei1,Mao Xian-Ling2,Wang Ziyang1,Qiu Minghui3,Zhu Feida4,Cao Xin5

Affiliation:

1. Huazhong University of Science and Technology, Wuhan, China

2. Beijing Institute of Technology, Beijing, China

3. Alibaba Group, Hangzhou, China

4. Singapore Management University, Singapore, Singapore

5. The University of New South Wales, Sydney, NSW, Australia

Funder

National Natural Science Foundation of China

CCF-AFSG Research Fund

National Research Foundation (NRF) of Singapore

Fund of Joint Laboratory of HUST and Pingan Property & Casualty Research (HPL)

Publisher

ACM

Reference59 articles.

1. Immanuel Bayer Xiangnan He Bhargav Kanagal and Steffen Rendle. 2017. A generic coordinate descent framework for learning from implicit feedback. In WWW. 1341--1350. Immanuel Bayer Xiangnan He Bhargav Kanagal and Steffen Rendle. 2017. A generic coordinate descent framework for learning from implicit feedback. In WWW. 1341--1350.

2. Antoine Bordes Nicolas Usunier Alberto Garcia-Duran Jason Weston and Oksana Yakhnenko. 2013. Translating embeddings for modeling multi-relational data. In Neural Information Processing Systems (NIPS). 1--9. Antoine Bordes Nicolas Usunier Alberto Garcia-Duran Jason Weston and Oksana Yakhnenko. 2013. Translating embeddings for modeling multi-relational data. In Neural Information Processing Systems (NIPS). 1--9.

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. Jie Chen , Haw-ren Fang, and Yousef Saad . 2009. Fast Approximate kNN Graph Construction for High Dimensional Data via Recursive Lanczos Bisection. Journal of Machine Learning Research ( 2009 ). Jie Chen, Haw-ren Fang, and Yousef Saad. 2009. Fast Approximate kNN Graph Construction for High Dimensional Data via Recursive Lanczos Bisection. Journal of Machine Learning Research (2009).

5. Ting Chen Simon Kornblith Mohammad Norouzi and Geoffrey Hinton. 2020 a. A simple framework for contrastive learning of visual representations. In ICML. 1597--1607. Ting Chen Simon Kornblith Mohammad Norouzi and Geoffrey Hinton. 2020 a. A simple framework for contrastive learning of visual representations. In ICML. 1597--1607.

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