Railway cold chain freight demand forecasting with graph neural networks: A novel GraphARMA-GRU model

Semi-Supervised Classification with Graph Convolutional Networks

Thomas Kipf, Max Welling · arXiv (Cornell University) · 2016 · 8.1K citations · Full text

Computing, Computer Science, Feature Engineering +16

Graph neural network for traffic forecasting: A survey

Weiwei Jiang, Jiayun Luo · Expert Systems with Applications · 2022 · 1.2K citations · Full text

Computing, Data Science, Forecasting +13

Spatial-Temporal Fusion Graph Neural Networks for Traffic Flow Forecasting

Mengzhang Li, Zhanxing Zhu · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 849 citations · Full text

Computing, Data Science, Forecasting +16

Learning Dynamics and Heterogeneity of Spatial-Temporal Graph Data for Traffic Forecasting

Shengnan Guo, Youfang Lin, Huaiyu Wan et al. · IEEE Transactions on Knowledge and Data Engineering · 2021 · 704 citations

Computing, Computer Science, Data Science +17

GNNExplainer: Generating Explanations for Graph Neural Networks

Rex Ying, Dylan Bourgeois, Jiaxuan You et al. · arXiv (Cornell University) · 2019 · 698 citations · Full text

Computing, Computer Science, Artificial Intelligence +16