111 citations · 427 across the 11 of their papers we have counts for
3 papers · 1 filter
Exploring Large Language Models for Human Mobility Prediction under Public Events
Yuebing Liang, Yichao Liu, Xiaohan Wang +1
Public events, such as concerts and sports games, can be major attractors for large crowds, leading to irregular surges in travel demand. Accurate human mobility prediction for pub…
RouteKG: A knowledge graph-based framework for route prediction on road networks
Yihong Tang, Zhan Zhao, Weipeng Deng +3
Short-term route prediction on road networks allows us to anticipate the future trajectories of road users, enabling various applications ranging from dynamic traffic control to pe…
Deep trip generation with graph neural networks for bike sharing system expansion
Yuebing Liang, Fangyi Ding, Guan Huang +1
Bike sharing is emerging globally as an active, convenient, and sustainable mode of transportation. To plan successful bike-sharing systems (BSSs), many cities start from a small-s…