3 papers
cs.LG2026
Act-HiMotif: Hierarchical Daily Activity Schedule Generation via Learned Activity-Structure Motifs
Yushi Bai, Kang Liu, Ling Yin +2
Generating daily activity schedules from individual attributes (e.g., age and income) is valuable for activity-based travel modeling and human behavior simulation. The task is chal…
cs.AI2025
M-STAR: Multi-Scale Spatiotemporal Autoregression for Human Mobility Modeling
Yuxiao Luo, Songming Zhang, Sijie Ruan +5
Modeling human mobility is vital for extensive applications such as transportation planning and epidemic modeling. With the rise of the Artificial Intelligence Generated Content (A…
cs.AI2024
Deciphering Human Mobility: Inferring Semantics of Trajectories with Large Language Models
Yuxiao Luo, Zhongcai Cao, Xin Jin +2
Understanding human mobility patterns is essential for various applications, from urban planning to public safety. The individual trajectory such as mobile phone location data, whi…