Equivariant Contrastive Learning for Sequential Recommendation

Author:

Zhou Peilin1ORCID,Gao Jingqi2ORCID,Xie Yueqi3ORCID,Ye Qichen4ORCID,Hua Yining5ORCID,Kim Jaeboum6ORCID,Wang Shoujin7ORCID,Kim Sunghun8ORCID

Affiliation:

1. DSA Thrust, The Hong Kong University of Science and Technology (Guangzhou), China

2. Upstage, Hong Kong

3. The University of Hong Kong Science and Technology, Hong Kong

4. Peking University, China

5. Harvard Medical School, USA

6. The University of Hong Kong Science and Technology, Hong Kong and Upstage, Hong Kong

7. Data Science Institute, University of Technology Sydney, Australia

8. CSE, The University of Hong Kong Science and Technology, Hong Kong and DSA Thrust, The Hong Kong University of Science and Technology (Guangzhou), China

Publisher

ACM

Reference61 articles.

1. Michael  M Bronstein , Joan Bruna , Taco Cohen , and Petar Veličković . 2021. Geometric deep learning: Grids, groups, graphs, geodesics, and gauges. arXiv preprint arXiv:2104.13478 ( 2021 ). Michael M Bronstein, Joan Bruna, Taco Cohen, and Petar Veličković. 2021. Geometric deep learning: Grids, groups, graphs, geodesics, and gauges. arXiv preprint arXiv:2104.13478 (2021).

2. Jianxin Chang Chen Gao Yu Zheng Yiqun Hui Yanan Niu Yang Song Depeng Jin and Yong Li. 2021. Sequential Recommendation with Graph Neural Networks. In SIGIR. 378–387. Jianxin Chang Chen Gao Yu Zheng Yiqun Hui Yanan Niu Yang Song Depeng Jin and Yong Li. 2021. Sequential Recommendation with Graph Neural Networks. In SIGIR. 378–387.

3. Xu Chen Hongteng Xu Yongfeng Zhang Jiaxi Tang Yixin Cao Zheng Qin and Hongyuan Zha. 2018. Sequential recommendation with user memory networks. In WSDM. 108–116. Xu Chen Hongteng Xu Yongfeng Zhang Jiaxi Tang Yixin Cao Zheng Qin and Hongyuan Zha. 2018. Sequential recommendation with user memory networks. In WSDM. 108–116.

4. Yongjun Chen , Jia Li , and Caiming Xiong . 2022. ELECRec: Training Sequential Recommenders as Discriminators. CoRR abs/2204.02011 ( 2022 ). Yongjun Chen, Jia Li, and Caiming Xiong. 2022. ELECRec: Training Sequential Recommenders as Discriminators. CoRR abs/2204.02011 (2022).

5. Yongjun Chen Zhiwei Liu Jia Li Julian J. McAuley and Caiming Xiong. 2022. Intent Contrastive Learning for Sequential Recommendation. In WWW. ACM 2172–2182. Yongjun Chen Zhiwei Liu Jia Li Julian J. McAuley and Caiming Xiong. 2022. Intent Contrastive Learning for Sequential Recommendation. In WWW. ACM 2172–2182.

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