Generalization, Expressivity, and Universality of Graph Neural Networks on Attributed Graphs

Levi Rauchwerger, Stefanie Jegelka, Ron Levie

2/12/2026

No official code found. Best implementation: levi776/Generalization-Expressivity-and-Universality-of-GNNs-on-Attributed-Graphs (0 stars, last commit 2025-02-26). 1 more below.

Semantic Scholar

Code Implementations(2)

levi776/Generalization-Expressivity-and-Universality-of-GNNs-on-Attributed-GraphsCommunity66%

Source code for the paper "Generalization, Expressivity, and Universality of Graph Neural Networks on Attributed Graphs".

00Python, Jupyter NotebookSep 24, 20241 years ago

levi776/GNN-G-E-UCommunity66%

About Source code for the paper "Generalization, Expressivity, and Universality of Graph Neural Networks on Attributed Graphs".

00Python, Jupyter NotebookFeb 26, 20251 years ago

Cite this paper

@article{rauchwerger2026generalization,
  title  = {Generalization, Expressivity, and Universality of Graph Neural Networks on Attributed Graphs},
  author = {Levi Rauchwerger and Stefanie Jegelka and Ron Levie},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:a4acbd7d012837e2f028d8a819873cd4deeac8e2},
  journal = {ICLR 2025 2025}
}

Generalization, Expressivity, and Universality of Graph Neural Networks on Attributed Graphs

Code Implementations(2)

Cite this paper

Discussion