Shen Fang

GSTNet: Global Spatial-Temporal Network for Traffic Flow Prediction

Shen Fang, Qi Zhang, Gaofeng Meng et al. · 2019 · 174 citations · Full text

Temporal Dependencies, Intelligent Traffic Management, Network Science +12

Meta Graph Transformer: A Novel Framework for Spatial–Temporal Traffic Prediction

Ye Xue, Shen Fang, Fang Sun et al. · Neurocomputing · 2021 · 110 citations

Network Flows, Network Science, Graph Theory +8

Meta-MSNet: Meta-Learning Based Multi-Source Data Fusion for Traffic Flow Prediction

Shen Fang, Xianbing Pan, Shiming Xiang et al. · IEEE Signal Processing Letters · 2020 · 49 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +18

MS-Net: Multi-Source Spatio-Temporal Network for Traffic Flow Prediction

Shen Fang, V. Prinet, Jianlong Chang et al. · IEEE Transactions on Intelligent Transportation Systems · 2021 · 49 citations

TVGCN: Time-variant graph convolutional network for traffic forecasting

Yuhu Wang, Shen Fang, Chunxia Zhang et al. · Neurocomputing · 2021 · 46 citations

Network Flows, Network Science, Graph Theory +8