Counterfactual Graph Transformer for Traffic Flow Prediction
Counterfactual Graph Transformer for Traffic Flow Prediction
Traffic flow prediction (TFP) is a fundamental problem of the Intelligent Transportation System (ITS), as it models the latent spatial-temporal dependency of traffic flow for potential congestion prediction. Recent graph-based models with multiple kinds of attention mechanisms have achieved promising performance. However, existing methods for traffic flow prediction tend to …