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Graph Machine Learning @ ICML 2022 In case you missed all the ICML’22 fun, we prepared a comprehensive overview of graph papers published at the conference: 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