【图机器学习进展与趋势@ICML2022】Graph Machine Learning @ ICML 2022

国际机器学习会议(ICML)是研究人员发表他们最好的工作的主要会议之一。ICML 2022充满了数百篇论文和无数专门研究图表的研讨会。我们在图ML中分享了最热门的研究领域🔥的概述。

• 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