UMDSF: Unified Model With Dynamic-Static Features for Personalized Recommendation. - Siyuan Lou; Yulong Wang 001; Tongcun Liu; Jianxin Liao (IJCNN, 2021)

PS-SA: An Efficient Self-Attention via Progressive Sampling for User Behavior Sequence Modeling. - Jiacen Hu; Zhangming Chan; Yu Zhang 176; Shuguang Han; Siyuan Lou; Baolin Liu 001; Han Zhu 001; Yuning Jiang 001; Jian Xu 015; Bo Zheng 007 (CIKM, 2023)

COPR: Consistency-Oriented Pre-Ranking for Online Advertising. - Zhishan Zhao; Jingyue Gao; Yu Zhang 176; Shuguang Han; Siyuan Lou; Xiang-Rong Sheng; Zhe Wang; Han Zhu 001; Yuning Jiang 001; Jian Xu 015; Bo Zheng 007 (CIKM, 2023)

Capturing Conversion Rate Fluctuation during Sales Promotions: A Novel Historical Data Reuse Approach. - Zhangming Chan; Yu Zhang 176; Shuguang Han; Yong Bai; Xiang-Rong Sheng; Siyuan Lou; Jiacen Hu; Baolin Liu 001; Yuning Jiang 001; Jian Xu 015; Bo Zheng 007 (KDD, 2023)

Dynamic and Static Representation Learning Network for Recommendation. - Tongcun Liu; Siyuan Lou; Jianxin Liao; Hailin Feng (IEEE Trans. Neural Networks Learn. Syst., 2024)