Forecaster as a simulator: Simulating multi-directional pedestrian flow with knowledge-guided Graph Neural Networks. - Botao Zhang; Junhao Xu; Chuan-Zhi Thomas Xie; Siuming Lo; Bin Zhu; Tie-Qiao Tang; Yijun Tian 001 (Comput. Ind. Eng., 2024)

Advancing crowd forecasting with graphs across microscopic trajectory to macroscopic dynamics. - Chuan-Zhi Thomas Xie; Junhao Xu; Bin Zhu; Tie-Qiao Tang; Siuming Lo; Botao Zhang; Yijun Tian 001 (Inf. Fusion, 2024)

Mixture of Spatial-Temporal Graph Transformer Networks for urban congestion prediction using multimodal transportation data. - Jian Zhang 088; Yanyan Chen; Tao Wang; Chuan-Zhi Thomas Xie; Yijun Tian 001 (Expert Syst. Appl., 2025)