Publications

Intent Contrastive Learning with Cross Subsequences for Sequential Recommendation

Published in WSDM, 2024

Intent contrastive learning with Cross Subsequences for sequential Recommendation (ICSRec) is proposed to model users’ latent intentions.

Recommended citation: Qin, Xiuyuan, Huanhuan Yuan, Pengpeng Zhao, Guanfeng Liu, Fuzhen Zhuang, and Victor S. Sheng. "Intent Contrastive Learning with Cross Subsequences for Sequential Recommendation." arXiv preprint arXiv:2310.14318 (2023)

Meta-optimized Contrastive Learning for Sequential Recommendation

Published in SIGIR, 2023

A more general CL-based recommendation model called Meta-optimized Contrastive Learning for sequential Recommendation (MCLRec) is proposed in this work.

Recommended citation: Xiuyuan Qin, Huanhuan Yuan, Pengpeng Zhao, Junhua Fang, Fuzhen Zhuang, Guanfeng Liu, Yanchi Liu, and Victor S. Sheng. 2023. Meta-optimized Contrastive Learning for Sequential Recommendation. In SIGIR. 89–98.