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- Message Passaging Neural Networks
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Classroom Contents
Understanding and Extending Subgraph GNNs by Rethinking Their Symmetries
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- 1 - Intro
- 2 - Graph Neural Networks GNNs
- 3 - Message Passaging Neural Networks
- 4 - Expressive GNNs
- 5 - Subgraphs and Components
- 6 - Q+A
- 7 - Node-based Subgraph GNns
- 8 - Invariant Graph Networks IGNs
- 9 - Expressiveness Landscape
- 10 - A Design Space for Subgraph GNNs
- 11 - Experimental Results: Molecular Modelling
- 12 - Conclusion & Q+A
