SLOG: An Inductive Spectral Graph Neural Network Beyond Polynomial Filter

Haobo Xu, Yuchen Yan, Dingsu Wang, Zhe Xu, Zhichen Zeng +3 more

2/12/2026

No official code found. Best implementation: Hsu1023/SLOG (6 stars, MIT, last commit 2024-09-06).

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[ICML 2024] SLOG: An Inductive Spectral Graph Neural Network Beyond Polynomial Filter

60PythonJun 1, 20242 years agoMIT

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@article{xu2026slog,
  title  = {SLOG: An Inductive Spectral Graph Neural Network Beyond Polynomial Filter},
  author = {Haobo Xu and Yuchen Yan and Dingsu Wang and Zhe Xu and Zhichen Zeng and Tarek F. Abdelzaher and Jiawei Han and Hanghang Tong},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:bee3e147de61d0647185e669823867aef028f029},
  journal = {ICML 2024 2024}
}

SLOG: An Inductive Spectral Graph Neural Network Beyond Polynomial Filter

Code Implementations(1)

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