Beyond Penalization: Diffusion-based Out-of-Distribution Detection and Selective Regularization in Offline Reinforcement Learning - Wang, Qingjun; Zhou, Hongtu; Yu, Hang; Zhao, Junqiao; Zhao, Yanping; Ye, Chen; Wang, Ziqiao; Chen, Guang (International Conference on Learning Representations, 2026)