On the Necessity of Learnable Sheaf Laplacians

Ferran Hernandez Caralt, Mar Gonzà lez i CatalÃ, Adrián Bazaga +1

Sheaf Neural Networks (SNNs) were introduced as an extension of Graph Convolutional Networks to address oversmoothing on heterophilous graphs by attaching a sheaf to the input grap…