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Neural Sheaf Diffusion: A Topological Perspective on Heterophily and Oversmoothing in GNNs.
Cristian Bodnar
Francesco Di Giovanni
Benjamin Paul Chamberlain
Pietro Lió
Michael M. Bronstein
Published in:
NeurIPS (2022)
Keyphrases
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network architecture
neural network
diffusion model
artificial neural
real time
anisotropic diffusion
diffusion processes
genetic algorithm
social networks
viewpoint
medical images
nonlinear diffusion
reeb graph