"graph spectra" Papers

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Homomorphism Expressivity of Spectral Invariant Graph Neural Networks

Jingchu Gai, Yiheng Du, Bohang Zhang et al.

ICLR 2025arXiv:2503.00485
3
citations

Spectral Graph Neural Networks are Incomplete on Graphs with a Simple Spectrum

Snir Hordan, Maya Bechler-Speicher, Gur Lifshitz et al.

NEURIPS 2025spotlightarXiv:2506.05530
2
citations