@inproceedings{NEURIPS2022_75c45fca, author = {Bodnar, Cristian and Di Giovanni, Francesco and Chamberlain, Benjamin and Li\'{o}, Pietro and Bronstein, Michael}, booktitle = {Advances in Neural Information Processing Systems}, editor = {S. Koyejo and S. Mohamed and A. Agarwal and D. Belgrave and K. Cho and A. Oh}, pages = {18527--18541}, publisher = {Curran Associates, Inc.}, title = {Neural Sheaf Diffusion: A Topological Perspective on Heterophily and Oversmoothing in GNNs}, url = {https://proceedings.neurips.cc/paper_files/paper/2022/file/75c45fca2aa416ada062b26cc4fb7641-Paper-Conference.pdf}, volume = {35}, year = {2022} }