A Multi-Branch Training Strategy for Enhancing Neighborhood Signals in GNNs for Community Detection

The tasks of community detection in complex networks have garnered increasing attention from researchers. Concurrently, with the emergence of graph neural networks (GNNs), these models have rapidly become the mainstream approach for solving this task. However, GNNs frequently encounter the Laplacian...

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Bibliografske podrobnosti

Principais autores:	Yuning Guo, Qiang Wu, Linyuan Lü
Format:	Artigo
Jezik:	Inglês
Izdano:	MDPI AG 2025-12-01
Serija:	Entropy
Teme:	community detection neighborhood information multi-branch gradient modulation
Online dostop:	https://www.mdpi.com/1099-4300/28/1/46
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