Controllable Traffic Simulation through LLM-Guided Hierarchical Chain-of-Thought Reasoning. - Zhiyuan Liu; Leheng Li; Yuning Wang; Haotian Lin 006; Zhizhe Liu; Lei He; Jianqiang Wang (CoRR, 2024)

TD-M(PC)2: Improving Temporal Difference MPC Through Policy Constraint. - Haotian Lin 006; Pengcheng Wang 004; Jeff Schneider; Guanya Shi (CoRR, 2025)

Enhanced DACER Algorithm with High Diffusion Efficiency. - Yinuo Wang; Mining Tan; Wenjun Zou; Haotian Lin 006; Xujie Song; Wenxuan Wang 004; Tong Liu; Likun Wang; Guojian Zhan; Tianze Zhu; Shiqi Liu; Jingliang Duan; et al. (CoRR, 2025)