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Guilherme Henrique Messias

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#machine learning Preprint Sep 2026

SynCo: Synthetic Community-Aware Attributed Graph Generator for Graph Neural Network Benchmarking

This work introduces the Synthetic Community-Aware Attributed Graph Generator (SynCo), a graph generation algorithm that allows users to control the node degree distribution and sub-community structure and outperforms state-of-the-art approaches in synthetic graph generation and data augmentation.

Guilherme Henrique Messias, M. C. de Souza, Sylvia Iasulaitis et al. · 0 citations