4 papers
CoMemNet: Contrastive Sampling with Memory Replay Network for Continual Traffic Prediction
Mei Wu, Wenchao Weng, Wenxin Su +2
In recent years, the integration of non-topological space modeling with temporal learning methods has emerged as an effective approach for capturing spatio-temporal information in…
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…
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…
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…