Small Graph Is All You Need: DeepStateGNN for Scalable Traffic Forecasting

Yannick Wölker, Arash Hajisafi, Cyrus Shahabi +1

We propose a novel Graph Neural Network (GNN) model, named DeepStateGNN, for analyzing traffic data, demonstrating its efficacy in two critical tasks: forecasting and reconstructio…