IR
Anthology
Community
Peilin
Zhou
2026
doi
dblp
DTRec: Learning Dynamic Reasoning Trajectories for Sequential Recommendation.
Yifan Shao
|
Peilin Zhou
|
Shoujin Wang
|
Weizhi Zhang
|
Sunghun Kim
|
Xu Cai
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.
2025
doi
dblp
When Large Vision Language Models Meet Multimodal Sequential Recommendation: An Empirical Study.
Peilin Zhou
|
Chao Liu
|
Jing Ren
|
Xinfeng Zhou
|
Yueqi Xie
|
Meng Cao
|
Zhongtao Rao
|
You-Liang Huang
|
Dading Chong
|
Junling Liu
|
Jae Boum Kim
|
Shoujin Wang
|
Raymond Chi-Wing Wong
|
Sunghun Kim
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025
2024
doi
dblp
Is Contrastive Learning Necessary? A Study of Data Augmentation vs Contrastive Learning in Sequential Recommendation.
Peilin Zhou
|
You-Liang Huang
|
Yueqi Xie
|
Jingqi Gao
|
Shoujin Wang
|
Jae Boum Kim
|
Sunghun Kim
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
2023
doi
dblp
Attention Calibration for Transformer-based Sequential Recommendation.
Peilin Zhou
|
Qichen Ye
|
Yueqi Xie
|
Jingqi Gao
|
Shoujin Wang
|
Jae Boum Kim
|
Chenyu You
|
Sunghun Kim
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
2022
doi
dblp
Decoupled Side Information Fusion for Sequential Recommendation.
Yueqi Xie
|
Peilin Zhou
|
Sunghun Kim
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022