AUG 17, 2026 · PREPRINT
Demystifying Oversmoothing in Sheaf Neural Networks: An Index-Theoretic Criterion
arXiv
A theoretical framework with mathematical proofs and limited experimental validation across models, establishing a criterion for understanding oversmoothing in graph neural networks rather than demonstrating clinical or practical efficacy.
Reported
Models testedten