This repository is created for code reproduction of classical deep models or interesting papers.
- Graph Neural Networks are Inherently Good Generalizers: Insights by Bridging GNNs and MLPs
- Graph U-Nets
- Variational Graph Auto-Encoders
- Attention Is All You Need
- Auto-Encoding Variational Bayes
- K-Means-numpy
- MLP-numpy
- Generative Adversarial Nets
- Graph Contrastive learning
- Deep Graph Infomax
- InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information Maximization
- Deep Graph Contrastive Representation Learning
- Contrastive Multi-View Representation Learning on Graphs