3 papers
cs.LG2023
EquiDiff: A Conditional Equivariant Diffusion Model For Trajectory Prediction
Kehua Chen, Xianda Chen, Zihan Yu +2
Accurate trajectory prediction is crucial for the safe and efficient operation of autonomous vehicles. The growing popularity of deep learning has led to the development of numerou…
cs.AI2023
A multi-functional simulation platform for on-demand ride service operations
Siyuan Feng, Taijie Chen, Yuhao Zhang +3
On-demand ride services or ride-sourcing services have been experiencing fast development in the past decade. Various mathematical models and optimization algorithms have been deve…
cs.LG2023
Semantic-Fused Multi-Granularity Cross-City Traffic Prediction
Kehua Chen, Yuxuan Liang, Jindong Han +3
Accurate traffic prediction is essential for effective urban management and the improvement of transportation efficiency. Recently, data-driven traffic prediction methods have been…