Spatiotemporal gated traffic trajectory simulation with semantic-aware graph learning. - Yu Wang 176; Ji Cao 001; Wenjie Huang; Zhihua Liu; Tongya Zheng; Mingli Song (Inf. Fusion, 2024)

Holistic Semantic Representation for Navigational Trajectory Generation. - Ji Cao 001; Tongya Zheng; Qinghong Guo; Yu Wang 176; Junshu Dai; Shunyu Liu 001; Jie Yang; Jie Song 011; Mingli Song (AAAI, 2025)

From GNNs to Trees: Multi-Granular Interpretability for Graph Neural Networks. - Jie Yang; Yuwen Wang; Kaixuan Chen 004; Tongya Zheng; Yihe Zhou; Zhenbang Xiao; Ji Cao 001; Mingli Song; Shunyu Liu 001 (ICLR, 2025)