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Author

Ken-Ichi Kawarabayashi

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Preprint Nov 2026

Constraint-Preserving Flow Matching for Spectral Graph Generation

Spectral graph generation models graphs through the eigenvalues and eigenvectors of their Laplacians, providing a compact and continuous alternative to direct graph construction. However, these eigensystems must retain the structural properties of graph Laplacians. Existing approaches preserve eigenvector orthonormalit...

Anita Yang, Ken-Ichi Kawarabayashi, Yohan Jung · 0 citations

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