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A Topological Characterization of Graph Neural Networks via Stochastic Block Model Embeddings on the n-Sphere

arXiv cs.LG · 2026-06-09 Cached

Proposes a topological framework for comparing trained Graph Neural Networks by mapping Stochastic Block Model embeddings onto the n-sphere, enabling visual inspection and transfer-learning candidate retrieval without retraining.

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