Xinwu Qian
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2026
Neural Certificate Pricing for Combinatorial Optimization Problems
This paper introduces Neural Certificate Pricing (NCP), an unsupervised learning framework that exploits the asymmetry between certifiable discrete structures and structural feasibility in combinatorial optimization problems.
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