2 papers
cs.LG2025
FasterSTS: A Faster Spatio-Temporal Synchronous Graph Convolutional Networks for Traffic flow Forecasting
Ben-Ao Dai, Nengchao Lyu, Yongchao Miao
Accurate traffic flow prediction heavily relies on the spatio-temporal correlation of traffic flow data. Most current studies separately capture correlations in spatial and tempora…
cs.LG2024
A novel hybrid time-varying graph neural network for traffic flow forecasting
Ben-Ao Dai, Bao-Lin Ye, Lingxi Li
Real-time and precise traffic flow prediction is vital for the efficiency of intelligent transportation systems. Traditional methods often employ graph neural networks (GNNs) with…