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DRew: Dynamically Rewired Message Passing with Delay

DRew: Dynamically Rewired Message Passing with Delay

Valence Labs via YouTube Direct link

- Dynamic Rewiring

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4 of 11

- Dynamic Rewiring

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DRew: Dynamically Rewired Message Passing with Delay

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  1. 1 - Intro
  2. 2 - Challenges with Message-Passing Neural Networks MPNNs
  3. 3 - Framework Proposal
  4. 4 - Dynamic Rewiring
  5. 5 - Introducing Delay
  6. 6 - DRew Instantiations of Common MPNNs
  7. 7 - Why Does vDRew Help with Over-Smoothing?
  8. 8 - Experiments
  9. 9 - Performance on Real-World Datasets
  10. 10 - Future Work
  11. 11 - Q+A

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