2 papers
cs.LG2026
Eliminating Propagation Delay: Attention-Based Spatial-Temporal Fusion Graph Convolution Network for Traffic Flow Prediction
Jinpeng Chen, Ziyu Yu, Tao Wang +5
Predicting traffic flow is crucial to optimizing transportation systems and improving urban mobility. Many graph convolution-based models have been proposed to extract spatial-temp…
cs.LG2024
MPRE: Multi-perspective Patient Representation Extractor for Disease Prediction
Ziyue Yu, Jiayi Wang, Wuman Luo +2
Patient representation learning based on electronic health records (EHR) is a critical task for disease prediction. This task aims to effectively extract useful information on dyna…