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Jian-Liang Xu

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Open access Sep 2026

To Learn or Not to Learn? An In-depth Empirical Analysis of Community Search Approaches

Community search (CS) is a fundamental problem in graph analysis, which aims to identify a query-dependent cohesive subgraph that satisfies a specific community model and contains the given query vertices. While numerous CS approaches have been proposed, including non-learning-based and learning-based ones, existing re...

Yu-Han Zhou, Zheng Wu, Qing Liu et al. · 0 citations

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