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Cristian Bodnar, Francesco Di Giovanni, Benjamin Chamberlain, Pietro Lió, Michael Bronstein
sheaf;graph;neural network;diffusion;heterophily;oversmoothing;algebraic topology
Neural Sheaf Diffusion: A Topological Perspective on Heterophily and Oversmoothing in GNNs