1. Weihua Hu, Matthias Fey, Marinka Zitnik, Yuxiao Dong, Hongyu Ren, Bowen Liu, Michele Catasta, and Jure Leskovec. Open graph benchmark: Datasets for machine learning on graphs. Advances in neural information processing systems, 33:22118--22133, 2020.
2. Thomas N Kipf and Max Welling. Semi-supervised classification with graph convolutional networks. arXiv preprint arXiv:1609.02907, 2016.
3. Graphsage-based traffic speed forecasting for segment network with sparse data;Liu Jielun;IEEE Transactions on Intelligent Transportation Systems,2020
4. Yuxiao Liu, Ning Zhang, Dan Wu, Audun Botterud, Rui Yao, and Chongqing Kang. Guiding cascading failure search with interpretable graph convolutional network. Computing Research Repository (CoRR) in arXiv, abs/2001.11553, 2020.
5. Graph neural network for traffic forecasting: A survey