Poster "neural combinatorial optimization" Papers

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Differentiable extensions with rounding guarantees for combinatorial optimization over permutations

Robert (Riley) Nerem, Zhishang Luo, Akbar Rafiey et al.

NEURIPS 2025arXiv:2411.10707
1
citations

Improving Generalization of Neural Combinatorial Optimization for Vehicle Routing Problems via Test-Time Projection Learning

Yuanyao Chen, Rongsheng Chen, Fu Luo et al.

NEURIPS 2025arXiv:2506.02392
5
citations

Learning to Insert for Constructive Neural Vehicle Routing Solver

Fu Luo, Xi Lin, Mengyuan Zhong et al.

NEURIPS 2025arXiv:2505.13904
2
citations

Rethinking Neural Combinatorial Optimization for Vehicle Routing Problems with Different Constraint Tightness Degrees

Fu Luo, Yaoxin Wu, Zhi Zheng et al.

NEURIPS 2025arXiv:2505.24627
5
citations

Self-Improvement for Neural Combinatorial Optimization: Sample Without Replacement, but Improvement

Dominik Grimm, Jonathan Pirnay

ICLR 2025arXiv:2403.15180
28
citations

DPN: Decoupling Partition and Navigation for Neural Solvers of Min-max Vehicle Routing Problems

zhi Zheng, Shunyu Yao, Zhenkun Wang et al.

ICML 2024arXiv:2405.17272
17
citations

MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts

Jianan Zhou, Zhiguang Cao, Yaoxin Wu et al.

ICML 2024arXiv:2405.01029
59
citations