STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction

1 code implementation • 2 Jul 2023 • Xunlian Luo, Chunjiang Zhu, Detian Zhang, Qing Li

However, a survey study of graph learning, spatial-temporal graph models for traffic, as well as a fair comparison of baseline models are pending and unavoidable issues.

Graph Learning Traffic Prediction

Dynamic Graph Convolutional Network with Attention Fusion for Traffic Flow Prediction

1 code implementation • 24 Feb 2023 • Xunlian Luo, Chunjiang Zhu, Detian Zhang, Qing Li

Accurate and real-time traffic state prediction is of great practical importance for urban traffic control and web mapping services.