Understanding and Modeling Urban Mobility Dynamics via Disentangled Representation Learning. - Hailong Zhang 018; Yuankai Wu; Huachun Tan; Hanxuan Dong; Fan Ding 003; Bin Ran (IEEE Trans. Intell. Transp. Syst., 2022)

Co-Evolving Traffic State Parameters Prediction Based on Mechanism-Data Blending Driven Deep Learning. - Hanxuan Dong; Hailong Zhang 018; Fan Ding 003; Huachun Tan (IEEE Trans. Intell. Transp. Syst., 2025)

Multi-Option Hierarchical Reinforcement Learning Framework With State Segmentation for Mixed On-Ramp Merging. - Zoutao Wen; Huachun Tan; Yanan Zhao 004; Hailong Zhang 018; Peifeng Li 003; Xinguo Chen; Bolin Gao (IEEE Trans. Intell. Transp. Syst., 2025)