Neural Sheaf Diffusion: A Topological Perspective on Heterophily and Oversmoothing in GNNs

Item #:

068431-1346

Details

DOI: https://doi.org/10.52202/068431-1346
Author(s): Cristian Bodnar, Michael Bronstein, Benjamin Chamberlain, Francesco Di Giovanni, Pietro Lió
Pages: 18527-18541 (15 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 35
Date/Location: Held 28 November - 9 December 2022, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 35
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/068431-1346
Author(s): Cristian Bodnar, Michael Bronstein, Benjamin Chamberlain, Francesco Di Giovanni, Pietro Lió
Pages: 18527-18541 (15 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 35
Date/Location: Held 28 November - 9 December 2022, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 35
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)