Improving Equivariant Graph Neural Networks on Large Geometric Graphs via Virtual Nodes Learning

Yuelin Zhang, Jiacheng Cen, Jiaqi Han, Zhiqiang Zhang, Jun Zhou +1 more
2/12/2026

No official code found. Best implementation: GLAD-RUC/FastEGNN (31 stars, Apache-2.0, last commit 2025-06-25).

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Code Implementations(1)

GLAD-RUC/FastEGNNCommunity63%
Apache-2.0

[ICML 2024] Official implementation of FastEGNN: Improving Equivariant Graph Neural Networks on Large Geometric Graphs via Virtual Nodes Learning

312Shell, PythonMay 23, 20241 years agoApache-2.0

Cite this paper

@article{zhang2026improving,
  title  = {Improving Equivariant Graph Neural Networks on Large Geometric Graphs via Virtual Nodes Learning},
  author = {Yuelin Zhang and Jiacheng Cen and Jiaqi Han and Zhiqiang Zhang and Jun Zhou and Wenbing Huang},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:da3c1508794ba0d4f070a9bc47b06575422f456f},
  journal = {ICML 2024 2024}
}

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