On the equivalence between graph isomorphism testing and function approximation with GNNs

Zhengdao Chen, Soledad Villar, Lei Chen, Joan Bruna

Mar-25-2025, 05:51:49 GMT–Neural Information Processing Systems

Neural Information Processing Systems http://nips.cc/

artificial intelligence, fuzzy logic, machine learning, (16 more...)

Neural Information Processing Systems

Mar-25-2025, 05:51:49 GMT

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Country:
- North America (0.28)

Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning > Neural Networks (1.00)
  - Representation & Reasoning > Uncertainty
    - Fuzzy Logic (0.41)

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On the equivalence between graph isomorphism testing and function approximation with GNNs

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