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When Connected Does Not Mean Similar: Charting the Homophily Boundary of SNAP-KG for Streaming Entity Integration

arXiv cs.LG ↗ · 2026-09-14 Cached

This paper extends the evaluation of the SNAP-KG framework to heterophilous graphs, showing that homophily in at least one view is crucial for performance in streaming entity integration, highlighting a shared assumption in multi-view graph clustering methods.

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