Geometry-Induced Diffusion on Graphs: A Learnable Weighted Laplacian for Spectral GNNs

Mia Zosso, Ali Hariri, Victor Kawasaki-Borruat +2

Long-range graph tasks are challenging for Graph Neural Networks (GNNs): global mechanisms such as attention or rewiring schemes can be computationally expensive, while deep local…