Shao-Feng Qin

LINC: Decoupling Local Consequence Scoring from Hidden Matching in Constructive Neural Routing

Across external benchmarks and no-retraining scale-transfer settings, LINC consistently improves strong neural baselines, with the advantage becoming more pronounced as test size moves further beyond the training scale, especially on constrained routing problems.