Deep Graph Generation for Microcanonical Graph Ensemble

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NetSciX 2026 Conference Submission166 Authors

Published: 30 Oct 2025, Last Modified: 30 Oct 2025NetSciX 2026 OralEveryoneRevisionsBibTeXCC BY-ND 4.0
Keywords: graph generation, microcanonical graph ensemble, deep reinforcement leaning, graph neural network, data augmentation
TL;DR: We introduce a deep reinforcement learing method that constructs microcanonical graph ensembles under hard structural constraints.
Submission Number: 166