Open access
Sep 2026
Event-Driven Topology Reconfiguration and Penetration-Aware Graph Attention for Mixed-Autonomy Traffic Forecasting
Results across the reported 15 and 30 min settings indicate that event-conditioned topology and lag-aware heterogeneous attention can improve traffic-flow forecasting on this hybrid real–simulation benchmark, indicating potential for pilot-zone applications rather than confirming real-world deployment performance.
Si-Yang Li, Qi-Le Zeng, Qing-Qi Peng et al.
· Symmetry · 0 citations