A Study of Job Failure Prediction on Supercomputers with Application Semantic Enhancement. - Haotong Zhang 004; Gang Xian; Wenxiang Yang; Jie Yu 006 (J. Comput. Sci. Eng., 2022)

ASTPSI: Allocating Spare Time and Planning Speed Interval for Intelligent Train Control of Sparse Reward. - Haotong Zhang 004; Gang Xian (ICONIP (1), 2023)

Hybrid Decision-Making for Intelligent High-Speed Train Operation: A Boundary Constraint and Pre-Evaluation Reinforcement Learning Approach. - Haotong Zhang 004; Kai Xu; Deqing Huang; Deqiang He; Shixun Wu; Gang Xian (IEEE Trans. Intell. Transp. Syst., 2024)

Fast Adaption by Policy Deviation Integral Meta-reinforcement Learning with Applications to High-speed Trains Operation. - Haotong Zhang 004; Wanyuan Wang (AAMAS, 2025)