Interpreting Temporal Graph Neural Networks with Koopman Theory

Michele Guerra, Simone Scardapane, Filippo Maria Bianchi

Spatiotemporal graph neural networks (STGNNs) have shown promising results in many domains, from forecasting to epidemiology. However, understanding the dynamics learned by these m…