Multi-level Contrastive Learning Framework for Sequential Recommendation-Reference-Cited by-同舟云学术

Multi-level Contrastive Learning Framework for Sequential Recommendation

Published:2022-10-17 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the 31st ACM International Conference on Information & Knowledge Management
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Author:

Wang Ziyang¹,Liu Huoyu²,Wei Wei³,Hu Yue²,Mao Xian-Ling⁴,He Shaojian²,Fang Rui⁵,Chen Dangyang⁵

Affiliation:

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

2. Alibaba Group, Hangzhou, China

3. Huazhong University of Science and Techonology, Joint Laboratory of HUST and Pingan Property & Casualty Research (HPL), Wuhan, China

4. Beijing Institute of Technology, Beijing, China

5. Ping An Property & Casualty Insurance company of China, Ltd, Shenzhen, China

Funder

CCF-AFSG Research Fund

National Natural Science Foundation of China

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

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3511808.3557404

Reference54 articles.

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2. Yukuo Cen Jianwei Zhang Xu Zou Chang Zhou Hongxia Yang and Jie Tang. 2020. Controllable multi-interest framework for recommendation. In SIGKDD. 2942--2951. Yukuo Cen Jianwei Zhang Xu Zou Chang Zhou Hongxia Yang and Jie Tang. 2020. Controllable multi-interest framework for recommendation. In SIGKDD. 2942--2951.

3. 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.

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

5. 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.

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