Emerging Trends in Graph Neural Networks for Traffic Flow Prediction: A Survey (SCI 中科院Q1 Top)
Published in Archives of Computational Methods in Engineering, 2025
A comprehensive survey of GNN applications in traffic flow prediction from 2020 to 2024, with extensive quantitative analysis of around 40 state-of-the-art models.
Recommended citation: Fan, G., Sabri, A. Q. M., Rahman, S. S. A., Pan, L., & Rahardja, S. (2025). Emerging Trends in Graph Neural Networks for Traffic Flow Prediction: A Survey. Archives of Computational Methods in Engineering, 1-45.