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; 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 (UAI, 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 (WWW (Companion Volume), 2025)