Yacoub Hendi

works on

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

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cs.LG2026

The Geometry of Polynomial Group Convolutional Neural Networks

Yacoub Hendi, Daniel Persson, Magdalena Larfors

We study polynomial group convolutional neural networks (PGCNNs) for an arbitrary finite group $G$ . In particular, we introduce a new mathematical framework for PGCNNs using the la…