Poster "traveling salesman problem" Papers

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Complexity Scaling Laws for Neural Models using Combinatorial Optimization

Lowell Weissman, Michael Krumdick, A. Abbott

NEURIPS 2025arXiv:2506.12932

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

Learning to Insert for Constructive Neural Vehicle Routing Solver

Fu Luo, Xi Lin, Mengyuan Zhong et al.

NEURIPS 2025arXiv:2505.13904

ML4CO-Bench-101: Benchmark Machine Learning for Classic Combinatorial Problems on Graphs

Jiale Ma, Wenzheng Pan, Yang Li et al.

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

Dominik Grimm, Jonathan Pirnay

ICLR 2025arXiv:2403.15180

TSP-Mamba: The Travelling Salesman Problem Meets Mamba for Image Super-resolution and Beyond

Kun Zhou, Xinyu Lin, Jiangbo Lu

Triplet Interaction Improves Graph Transformers: Accurate Molecular Graph Learning with Triplet Graph Transformers

Md Shamim Hussain, Mohammed Zaki, Dharmashankar Subramanian

ICML 2024arXiv:2402.04538