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Dual-GNN Multilevel Coarsening for Maximum Independent Set

arXiv cs.LG · yesterday Cached

The paper proposes a Dual-GNN Multilevel Coarsening framework to solve the maximum independent set problem efficiently by combining graph neural networks with combinatorial search, achieving near-optimal solutions with significant speedup on benchmark graphs.

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