Conference
Jul 2026
Knowledge-Enhanced Graph Neural Network for Traffic Flow Prediction
To address the challenges of existing traffic volume prediction methods in effectively integrating heterogeneous data and mining deep spatio-temporal semantic correlations, this paper proposes a prediction method based on a Spatio-Temporal Knowledge Graph (STKG). The approach first constructs a knowledge graph to unifo...
Hui-Quan Li, Xiqiao Zhang, Yuxuan Feng et al.
· 2026 IEEE 27th China Confere... · 0 citations