Rethinking Graph Neural Networks From A Geometric Perspective Of Node Features

Feng Ji, Yanan Zhao, Kai Zhao, Hanyang Meng, Jielong Yang +1 more
2/12/2026

No official code found. Best implementation: YananZhao0630/M-AE-M-AEN (10 stars, last commit 2025-02-03).

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Code Implementations(1)

YananZhao0630/M-AE-M-AENCommunity58%

This is adding edge and normalization tricks for basic GNN models. The source code for the paper ``Rethinking Graph Neural Networks from a Geometric Perspective of Node Features'', ICLR 2025.

100PythonFeb 3, 20251 years ago

Cite this paper

@article{ji2026rethinking,
  title  = {Rethinking Graph Neural Networks From A Geometric Perspective Of Node Features},
  author = {Feng Ji and Yanan Zhao and Kai Zhao and Hanyang Meng and Jielong Yang and Wee Peng Tay},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:95028b440d524c461c6047763388bbe0ae3eb16e},
  journal = {ICLR 2025 2025}
}

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