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Infinite-node Convergence on Smooth Graphons Lipschitz/Hölder Continuous

1Convergence RateGNNs
0.950.97511.025Oct 4, 2025

Evaluation results

MethodLinks
GNNsLayer Type=Discrete, Coefficient Type=Static, Convergence Notion=Layer-wise, Graphon Continuity=Lipschitz Continuous2025.101
GNNsLayer Type=Discrete, Coefficient Type=Static, Convergence Notion=Layer-wise, Graphon Continuity=Lipschitz Continuous2025.101
GNDEsLayer Type=Continuum, Coefficient Type=Temporally Continuous, Convergence Notion=Trajectory-wise, Graphon Continuity=Hölder Continuous2025.101