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Benchmarking Graph Neural Networks in Solving Hard Constraint Satisfaction Problems

Graph neural networks (GNNs) are increasingly applied to hard optimization problems, often claiming superiority over classical heuristics.

arXiv cs.LG · · Paper: ~15 min
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Benchmarking Graph Neural Networks in Solving Hard Constraint Satisfaction Problems

TLDR

Graph neural networks (GNNs) are increasingly applied to hard optimization problems, often claiming superiority over classical heuristics.

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