Research on Dynamic Resource Supply Strategy of Hard Shoulder of Expressway Based on Reinforcement Learning. - Xuejian Yao; Jian Zhang 001; Bo Wang; Yu Qian 001; Maoze Wang (ITSC, 2025)

Intention Coupling Mamba-Driven Differential Transformer Model for Vehicle Trajectory Prediction. - Xunhao Li; Yu Qian 001; Jian Zhang 011; Xuejian Yao; Yongfu Li 001 (IEEE Trans Autom. Sci. Eng., 2025)

A Diffusion-TGAN Framework for Spatio-Temporal Speed Imputation and Trajectory Reconstruction. - Yu Qian 001; Xunhao Li; Jian Zhang 011; Xiaolin Meng; Yongfu Li 001; Heng Ding; Maoze Wang (IEEE Trans. Intell. Transp. Syst., 2025)

Toward Human-Like Prediction: Vehicle Trajectory Prediction via Velocity-Aware Complementary Interaction Transformer. - Xunhao Li; Jian Zhang 011; Yu Qian 001; Yongfu Li 001 (IEEE Trans. Intell. Transp. Syst., 2025)

Multi-Task iTransformer: A Saturation-Based Model for Short-Term Highway Traffic Congestion Prediction Considering Event-Induced Capacity Variability. - Yu Qian 001; Jian Zhang 011; Zhanyu Feng; Xunhao Li; Zhiyuan Liu 002; Hua Wang (IEEE Trans. Veh. Technol., 2026)