Graph Neural Networks for Link Prediction with Subgraph Sketching

Graph Neural Networks for Link Prediction with Subgraph Sketching

Valence Labs via YouTube Direct link

- Automorphic Nodes

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4 of 11

- Automorphic Nodes

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Graph Neural Networks for Link Prediction with Subgraph Sketching

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  1. 1 - Intro
  2. 2 - Production Model at Twitter
  3. 3 - First Attempt with GNNs for Recommendations
  4. 4 - Automorphic Nodes
  5. 5 - Subgraph GNNs
  6. 6 - Analyzing Subgraph GNNs: Model Components
  7. 7 - Subgraph Sketching: Minhash
  8. 8 - GNNs with Subgraph Sketching
  9. 9 - BUDDY: Scaling ELPH
  10. 10 - Results
  11. 11 - Q+A

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