Efficient Traffic Prediction at Scale: A Systematic Study of STGCN Architectural Depth

Soban Nasir Lone, Mohamed Abouelela, Taeyoung Yu +2

Spatio-temporal graph neural networks (STGNNs) have become the dominant approach for traffic prediction, yet their computational requirements pose challenges for practical deployme…