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Fabrizio Silvestri

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#artificial intelligence Preprint Aug 2026

Equivariant Sheaf Neural Networks: Learning Geometric Transport on Graphs

ESNN is introduced, an Equivariant Sheaf Neural Network that enriches this interaction by learning directed, matrix-valued transport between neighboring vector features while preserving exact Euclidean equivariance.

Alessio Borgi, M. Severino, Fabrizio Silvestri et al. · 0 citations