"neural combinatorial optimization" Papers
10 papers found
Conference
Destroy and Repair Using Hyper-Graphs for Routing
Ke Li, Fei Liu, Zhenkun Wang et al.
AAAI 2025paperarXiv:2502.16170
9
citations
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
Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems
Igor G. Smit, Yaoxin Wu, Pavel Troubil et al.
AAAI 2025paperarXiv:2412.14052
1
citations
Probing Neural Combinatorial Optimization Models
Zhiqin Zhang, Yining Ma, Zhiguang Cao et al.
NEURIPS 2025spotlightarXiv:2510.22131
1
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