3 papers
cs.AI2026
Transferable Human Mobility Network Reconstruction with neuroGravity
Jinming Yang, Shaoyu Huang, Zongyuan Huang +4
Accurate modeling of human mobility is critical for tackling urban planning and public health challenges. In undeveloped regions, the absence of comprehensive travel surveys necess…
cs.AI2025
Where to Go Next Day: Multi-scale Spatial-Temporal Decoupled Model for Mid-term Human Mobility Prediction
Zongyuan Huang, Weipeng Wang, Shaoyu Huang +3
Predicting individual mobility patterns is crucial across various applications. While current methods mainly focus on predicting the next location for personalized services like re…
cs.AI2024
TrajGEOS: Trajectory Graph Enhanced Orientation-based Sequential Network for Mobility Prediction
Zhaoping Hu, Zongyuan Huang, Jinming Yang +3
Human mobility studies how people move to access their needed resources and plays a significant role in urban planning and location-based services. As a paramount task of human mob…