3 papers
cs.AI2025
A Time-Enhanced Data Disentanglement Network for Traffic Flow Forecasting
Tianfan Jiang, Mei Wu, Wenchao Weng +2
In recent years, traffic flow prediction has become a highlight in the field of intelligent transportation systems. However, due to the temporal variations and dynamic spatial corr…
cs.LG2025
SFADNet: Spatio-temporal Fused Graph based on Attention Decoupling Network for Traffic Prediction
Mei Wu, Wenchao Weng, Jun Li +3
In recent years, traffic flow prediction has played a crucial role in the management of intelligent transportation systems. However, traditional prediction methods are often limite…
cs.LG2025
MHGNet: Multi-Heterogeneous Graph Neural Network for Traffic Prediction
Mei Wu, Yiqian Lin, Tianfan Jiang +1
In recent years, traffic flow prediction has played a crucial role in the management of intelligent transportation systems. However, traditional forecasting methods often model non…