On the Expressive Power of Geometric Graph Neural Networks

On the Expressive Power of Geometric Graph Neural Networks

Valence Labs via YouTube Direct link

- Types of GNN

2 of 8

2 of 8

- Types of GNN

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On the Expressive Power of Geometric Graph Neural Networks

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  1. 1 - Intro
  2. 2 - Types of GNN
  3. 3 - Key Takeaways
  4. 4 - Background: GNNs for Geometric Graphs
  5. 5 - Geometric Weisfeiler-Leman Test
  6. 6 - Synthetic Experiments on Geometric GNN Espressivity
  7. 7 - Conclusion and Summary
  8. 8 - Q+A

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