2025 Poster "combinatorial optimization" Papers

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Approximation algorithms for combinatorial optimization with predictions

Antonios Antoniadis, Marek Elias, Adam Polak et al.

ICLR 2025posterarXiv:2411.16600

Dynamic Configuration for Cutting Plane Separators via Reinforcement Learning on Incremental Graph

Mingxuan Ye, Jie Wang, Fangzhou et al.

NeurIPS 2025poster

Fractional Langevin Dynamics for Combinatorial Optimization via Polynomial-Time Escape

Shiyue Wang, Ziao Guo, Changhong Lu et al.

NeurIPS 2025poster

Geometric Algorithms for Neural Combinatorial Optimization with Constraints

Nikolaos Karalias, Akbar Rafiey, Yifei Xu et al.

NeurIPS 2025posterarXiv:2510.24039

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

Jiale Ma, Wenzheng Pan, Yang Li et al.

NeurIPS 2025poster

Optimization by Parallel Quasi-Quantum Annealing with Gradient-Based Sampling

Yuma Ichikawa, Yamato Arai

ICLR 2025posterarXiv:2409.02135

WardropNet: Traffic Flow Predictions via Equilibrium-Augmented Learning

Kai Jungel, Dario Paccagnan, Axel Parmentier et al.

ICLR 2025posterarXiv:2410.06656