CREAD: A Classification-Restoration Framework with Error Adaptive Discretization for Watch Time Prediction in Video Recommender Systems. - Jie Sun; Zhaoying Ding; Xiaoshuang Chen; Qi Chen; Yincheng Wang; Kaiqiao Zhan; Ben Wang 006 (AAAI, 2024)

UNEX-RL: Reinforcing Long-Term Rewards in Multi-Stage Recommender Systems with UNidirectional EXecution. - Gengrui Zhang; Yao Wang 020; Xiaoshuang Chen; Hongyi Qian; Kaiqiao Zhan; Ben Wang 006 (AAAI, 2024)

Enhancing Playback Performance in Video Recommender Systems with an On-Device Gating and Ranking Framework. - Yunfei Yang; Zhenghao Qi; Honghuan Wu; Qi Song; Tieyao Zhang; Hao Li; Yimin Tu; Kaiqiao Zhan; Ben Wang 006 (CIKM, 2024)

RPAF: A Reinforcement Prediction-Allocation Framework for Cache Allocation in Large-Scale Recommender Systems. - Shuo Su; Xiaoshuang Chen; Yao Wang 020; Yulin Wu; Ziqiang Zhang; Kaiqiao Zhan; Ben Wang 006; Kun Gai (RecSys, 2024)

Cache-Aware Reinforcement Learning in Large-Scale Recommender Systems. - Xiaoshuang Chen; Gengrui Zhang; Yao Wang 020; Yulin Wu; Shuo Su; Kaiqiao Zhan; Ben Wang 006 (WWW (Companion Volume), 2024)

MARM: Unlocking the Future of Recommendation Systems through Memory Augmentation and Scalable Complexity. - Xiao Lv; Jiangxia Cao; Shijie Guan; Xiaoyou Zhou; Zhiguang Qi; Yaqiang Zang; Ming Li; Ben Wang 006; Kun Gai; Guorui Zhou (CoRR, 2024)

xMTF: A Formula-Free Model for Reinforcement-Learning-Based Multi-Task Fusion in Recommender Systems. - Yang Cao 015; Changhao Zhang; Xiaoshuang Chen; Kaiqiao Zhan; Ben Wang 006 (WWW, 2025)

Creator-Side Recommender System: Challenges, Designs, and Applications. - Xiaoshuang Chen; Yibo Wang; Yao Wang 020; Husheng Liu; Kaiqiao Zhan; Ben Wang 006; Kun Gai (WWW (Companion Volume), 2025)

Unleashing the Potential of Two-Tower Models: Diffusion-Based Cross-Interaction for Large-Scale Matching. - Yihan Wang; Fei Xiong; Zhexin Han; Qi Song; Kaiqiao Zhan; Ben Wang 006 (WWW, 2025)