52 citations · 78 across the 3 of their papers we have counts for
3 papers
cs.AI2023★ 17 cited
Where Would I Go Next? Large Language Models as Human Mobility Predictors
Xinglei Wang, Meng Fang, Zichao Zeng +1
Accurate human mobility prediction underpins many important applications across a variety of domains, including epidemic modelling, transport planning, and emergency responses. Due…
cs.LG2020★ 52 cited
Forecast Network-Wide Traffic States for Multiple Steps Ahead: A Deep Learning Approach Considering Dynamic Non-Local Spatial Correlation and Non-Stationary Temporal Dependency
Xinglei Wang, Xuefeng Guan, Jun Cao +2
Obtaining accurate information about future traffic flows of all links in a traffic network is of great importance for traffic management and control applications. This research st…
cs.CV2019★ 9 cited
A Hybrid Traffic Speed Forecasting Approach Integrating Wavelet Transform and Motif-based Graph Convolutional Recurrent Neural Network
Na Zhang, Xuefeng Guan, Jun Cao +2
Traffic forecasting is crucial for urban traffic management and guidance. However, existing methods rarely exploit the time-frequency properties of traffic speed observations, and…