Hydrodynamics-Informed Neural Network for Simulating Dense Crowd Motion Patterns. - Yanshan Zhou; Pingrui Lai; Jiaqi Yu; Yingjie Xiong; Hua Yang 001 (ACM Multimedia, 2024)

Psychology-Guided Environment Aware Network for Discovering Social Interaction Groups from Videos. - Jiaqi Yu; Jinhai Yang 001; Hua Yang 001; Renjie Pan 001; Pingrui Lai; Guangtao Zhai (ACM Trans. Multim. Comput. Commun. Appl., 2024)

Hydrodynamics Regularization in Reinforcement Learning for Navigating Crowded Scenarios. - Pingrui Lai; Renjie Pan 001; Jiaqi Yu; Hua Yang 001 (IEEE Robotics Autom. Lett., 2025)

Physics-Environment Interaction Network for dense crowd behavior recognition. - Jiaqi Yu; Yanshan Zhou; Renjie Pan 001; Pingrui Lai; Hua Yang 001 (Pattern Recognit., 2026)