Meng-Xue Li

Generative dual-stream graph transformer for long-tailed traffic flow prediction

This paper proposes a hybrid deep learning framework, termed GDGformer, which achieves competitive or superior performance across multiple evaluation metrics, with improved robustness under high-flow congestion and stable multi-step forecasting performance.