Transformer-Based Macroscopic Regulation for High-Speed Railway Timetable Rescheduling. - Wei Xu; Chen Zhao; Jie Cheng 009; Yin Wang; Yiqing Tang; Tao Zhang 082; Zhiming Yuan; Yisheng Lv; Fei-Yue Wang 001 (IEEE CAA J. Autom. Sinica, 2023)

Parallel Testing for Centralized Traffic Control Systems of Intelligent Railways. - Wei Xu; Xingyuan Dai; Chen Zhao; Yiqing Tang; Jie Cheng 009; Zhiyou Qu; Tao Zhang 082; Yisheng Lv (IEEE Trans. Intell. Veh., 2023)

SC- Tune: Unleashing Self-Consistent Referential Comprehension in Large Vision Language Models. - Tongtian Yue; Jie Cheng 009; Longteng Guo; Xingyuan Dai; Zijia Zhao; Xingjian He; Gang Xiong 001; Yisheng Lv; Jing Liu 001 (CVPR, 2024)

RIME: Robust Preference-based Reinforcement Learning with Noisy Preferences. - Jie Cheng 009; Gang Xiong 001; Xingyuan Dai; Qinghai Miao; Yisheng Lv; Fei-Yue Wang 001 (ICML, 2024)

Scaling Offline Model-Based RL via Jointly-Optimized World-Action Model Pretraining. - Jie Cheng 009; Ruixi Qiao; Yingwei Ma; Binhua Li; Gang Xiong 001; Qinghai Miao; Yongbin Li; Yisheng Lv (ICLR, 2025)

Ada-K Routing: Boosting the Efficiency of MoE-based LLMs. - Tongtian Yue; Longteng Guo; Jie Cheng 009; Xuange Gao; Hua Huang; Jing Liu 001 (ICLR, 2025)

Offline Reinforcement Learning with Discrete Diffusion Skills. - Ruixi Qiao; Jie Cheng 009; Xingyuan Dai; Yonglin Tian; Yisheng Lv (CoRR, 2025)