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benchmark datasets 1cayley graphs 1finite groups 1graph neural networks 1group property prediction 1spectral graph theory 1

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stat.ML2026

Learning the Graphical Nature of Symmetries

Rashid Barket, Enrico Grimaldi, Yacoub Hendi +3

The paper creates a large dataset of Cayley graphs for finite groups, analyzes their structural and spectral properties, and evaluates how well graph statistics and graph neural ne…