Contrastive Curriculum Learning for Sequential User Behavior Modeling via Data Augmentation

Author:

Bian Shuqing1,Zhao Wayne Xin1,Zhou Kun1,Cai Jing2,He Yancheng2,Yin Cunxiang2,Wen Ji-Rong1

Affiliation:

1. Renmin University of China & Beijing Key Laboratory of Big Data Management and Analysis Methods, Beijing, China

2. Tencent, Shenzhen, China

Publisher

ACM

Reference53 articles.

Cited by 13 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Self-Supervised Learning for Recommender Systems: A Survey;IEEE Transactions on Knowledge and Data Engineering;2024-01

2. Contrastive Self-supervised Learning in Recommender Systems: A Survey;ACM Transactions on Information Systems;2023-11-08

3. Diff4Rec: Sequential Recommendation with Curriculum-scheduled Diffusion Augmentation;Proceedings of the 31st ACM International Conference on Multimedia;2023-10-26

4. Multi-modal Mixture of Experts Represetation Learning for Sequential Recommendation;Proceedings of the 32nd ACM International Conference on Information and Knowledge Management;2023-10-21

5. RSS: Effective and Efficient Training for Sequential Recommendation using Recency Sampling;ACM Transactions on Recommender Systems;2023-06-23

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