Position: Spectral GNNs Rely Less on Graph Fourier Basis than Conceived

Yuhe Guo, Huayi Tang, Jiahong Ma, Hongteng Xu, Zhewei Wei
2/14/2026

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@article{guo2026position,
  title  = {Position: Spectral GNNs Rely Less on Graph Fourier Basis than Conceived},
  author = {Yuhe Guo and Huayi Tang and Jiahong Ma and Hongteng Xu and Zhewei Wei},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:9610d8d238f81cf51a06971263fdea51fbfc918b},
  journal = {ICML 2025 2025}
}

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