Fixed Points Without Fixed Diffusion: Implicit Neural Sheaves for Convergent Test-Time Computation
cs.LG
Submitted: 2026-08-12
Updated: 2026-08-12
Terminology
Sources
- Predict then Propagate: Graph Neural Networks meet Personalized PageRank
- Bundle Neural Networks for message diffusion on graphs
- Cooperative Sheaf Neural Networks
- Polynomial Neural Sheaf Diffusion: A Spectral Filtering Approach on Cellular Sheaves
- Asynchronous Nonlinear Sheaf Diffusion for Multi-Agent Coordination
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