Graph Machine Learning @ ICML 2022
Published:
A fresh Medium post on Graph ML papers at ICML 2022! A comprehensive overview of 35+ papers in 10 categories:
- Generation: Denoising Diffusion Is All You Need
- Graph Transformers
- Theory and Expressive GNNs
- Spectral GNNs
- Explainable GNNs
- Graph Augmentation: Beyond Edge Dropout
- Algorithmic Reasoning and Graph Algorithms
- Knowledge Graph Reasoning
- Computational Biology: Molecular Linking, Protein Binding, Property Prediction
- Cool Graph Applications