Multi-task GNN for Substitute Identification. - Tong Jian; Fan Yang 084; Zhen Zuo; Wenbo Wang; Michinari Momma; Tong Zhao; Chaosheng Dong; Yan Gao 029; Yi Sun (WWW (Companion Volume), 2022)

Bandit Learning to Rank with Position-Based Click Models: Personalized and Equal Treatments. - Tianchen Zhou; Jia Liu 002; Yang Jiao; Chaosheng Dong; Yetian Chen; Yan Gao 029; Yi Sun (CoRR, 2023)

Finite-Time Convergence and Sample Complexity of Actor-Critic Multi-Objective Reinforcement Learning. - Tianchen Zhou; Hairi; Haibo Yang 001; Jia Liu 002; Tian Tong; Fan Yang 084; Michinari Momma; Yan Gao 029 (ICML, 2024)

Explainable Uncertainty Attribution for Sequential Recommendation. - Carles Balsells Rodas; Fan Yang 084; Zhishen Huang; Yan Gao 029 (SIGIR, 2024)

STIMULUS: Achieving Fast Convergence and Low Sample Complexity in Stochastic Multi-Objective Learning. - Zhuqing Liu; Chaosheng Dong; Michinari Momma; Simone Shao; Shaoyuan Xu; Yan Gao 029; Haibo Yang 001; Jia Liu 002 (UAI, 2025)

Divide and Orthogonalize: Efficient Continual Learning with Local Model Space Projection. - Jin Shang; Simone Shao; Tian Tong; Fan Yang 084; Yetian Chen; Yang Jiao; Jia Liu 002; Yan Gao 029 (UAI, 2025)

Generative Prompting for Complex Product Retrieval. - Nan Xi; Jingjing Meng; Yietian Chen; Chaosheng Dong; Yan Gao 029; Yi Sun; Junsong Yuan 001 (WWW (Companion Volume), 2025)

PCL: Prompt-based Continual Learning for User Modeling in Recommender Systems. - Mingdai Yang; Fan Yang 084; Yanhui Guo; Shaoyuan Xu; Tianchen Zhou; Yetian Chen; Simone Shao; Jia Liu 002; Yan Gao 029 (WWW (Companion Volume), 2025)

Enabling Pareto-Stationarity Exploration in Multi-Objective Reinforcement Learning: A Multi-Objective Weighted-Chebyshev Actor-Critic Approach. - Hairi; Jiao Yang; Tianchen Zhou; Haibo Yang 001; Chaosheng Dong; Fan Yang 084; Michinari Momma; Yan Gao 029; Jia Liu 002 (CoRR, 2025)