deep learning based methods
- Graph Neural Networks: A Review of Methods and Applications. Liuzhiyuan, Sunmaosong, et. al. 2019.
- PyTorch-BigGraph: A Large-scale Graph Embedding Framework. SysML conference in 2019.
- node representation
- node classification
- link prediction
- clustering i
- GCN (Graph convolutional network)
- GAT (Graph attention network)
- GGNN (Gated graph neural network)
- skip connection
- Graph auto-encoders
- Graph generative networks
- Graph spatial-temporal networks