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Implicit Graph Neural Networks

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04:00

2026-09-29

arxiv.org

machine-learning

Fixed Points Without Fixed Diffusion: Implicit Neural Sheaves for Convergent Test-Time Computation

Researchers introduced SheafDEQ, a subhomogeneous deep-equilibrium architecture with adaptive neural-sheaf propagation, in arXiv paper 2609.30277v1, and proved it admits a unique equilibrium reached g…

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machine learning 1 neural networks 1 ai research 1