Distributionally Robust Graph-based Recommendation System

Author:

Wang Bohao1ORCID,Chen Jiawei2ORCID,Li Changdong2ORCID,Zhou Sheng2ORCID,Shi Qihao3ORCID,Gao Yang4ORCID,Feng Yan2ORCID,Chen Chun2ORCID,Wang Can1ORCID

Affiliation:

1. The State Key Laboratory of Blockchain and Data Security, Zhejiang University, Hangzhou, China

2. Zhejiang University, Hangzhou, China

3. Hangzhou City University, Hangzhou, China

4. Intelligence Indeed, Hangzhou, China

Funder

Supercomputing Center of Hangzhou City University

National Natural Science Foundation of China

Starry Night Science Fund of Zhejiang University Shanghai Institute for Advanced Study

Publisher

ACM

Reference60 articles.

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

2. Xuheng Cai, Chao Huang, Lianghao Xia, and Xubin Ren. 2023. LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation. arXiv preprint arXiv:2302.08191 (2023).

3. Collaborative Similarity Embedding for Recommender Systems

4. AutoDebias: Learning to Debias for Recommendation

5. b. Bias and debias in recommender system: A survey and future directions;Chen Jiawei;ACM Transactions on Information Systems,2023

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