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CO-Bench: Benchmarking Language Model Agents in Algorithm Search for Combinatorial Optimization
6 April 2025
Weiwei Sun
Shengyu Feng
Shanda Li
Yiming Yang
LLMAG
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Papers citing
"CO-Bench: Benchmarking Language Model Agents in Algorithm Search for Combinatorial Optimization"
16 / 16 papers shown
Scaling Long-Horizon LLM Agent via Context-Folding
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Xuesong Yao
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Jiecao Chen
LLMAG
200
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0
13 Oct 2025
VRPAgent: LLM-Driven Discovery of Heuristic Operators for Vehicle Routing Problems
André Hottung
Federico Berto
Chuanbo Hua
Nayeli Gast Zepeda
Daniel Wetzel
...
Davide Zago
Michael Poli
Stefano Massaroli
Jinkyoo Park
Kevin Tierney
168
2
0
08 Oct 2025
MCCE: A Framework for Multi-LLM Collaborative Co-Evolution
Nian Ran
Zhongzheng Li
Yue Wang
Qingsong Ran
Xiaoyuan Zhang
Shikun Feng
Richard Allmendinger
Xiaoguang Zhao
123
0
0
06 Oct 2025
Large Language Models in Operations Research: Methods, Applications, and Challenges
Yang Wang
Kai Li
OffRL
AI4CE
295
0
0
18 Sep 2025
Reasoning with Preference Constraints: A Benchmark for Language Models in Many-to-One Matching Markets
Marylou Fauchard
Florian Carichon
Margarida Carvalho
G. Farnadi
LRM
170
0
0
16 Sep 2025
Attacks and Defenses Against LLM Fingerprinting
Kevin Kurian
Ethan Holland
Sean Oesch
AAML
209
2
0
12 Aug 2025
AlgoTune: Can Language Models Speed Up General-Purpose Numerical Programs?
Ori Press
Brandon Amos
Haoyu Zhao
Yikai Wu
Samuel K. Ainsworth
...
K. Lieret
Hanlin Zhang
Shirley Huang
Matthias Bethge
Ofir Press
ALM
ELM
LM&MA
303
8
0
19 Jul 2025
CoMind: Towards Community-Driven Agents for Machine Learning Engineering
Sijie Li
W. Sun
Shanda Li
Ameet Talwalkar
Yiming Yang
LLMAG
AI4CE
391
2
0
25 Jun 2025
Using Reasoning Models to Generate Search Heuristics that Solve Open Instances of Combinatorial Design Problems
Christopher D. Rosin
LRM
234
4
0
29 May 2025
Generalizable Heuristic Generation Through Large Language Models with Meta-Optimization
Yiding Shi
Jianan Zhou
Wen Song
Jieyi Bi
Yaoxin Wu
Jie Zhang
232
9
0
27 May 2025
FrontierCO: Real-World and Large-Scale Evaluation of Machine Learning Solvers for Combinatorial Optimization
Shengyu Feng
Weiwei Sun
Shanda Li
Ameet Talwalkar
Yiming Yang
352
8
0
22 May 2025
STRCMP: Integrating Graph Structural Priors with Language Models for Combinatorial Optimization
Xijun Li
Jiexiang Yang
Jinghao Wang
Bo Peng
Jianguo Yao
Haibing Guan
221
4
0
22 May 2025
CodePDE: An Inference Framework for LLM-driven PDE Solver Generation
Shanda Li
Tanya Marwah
Junhong Shen
W. Sun
Andrej Risteski
Yiming Yang
Ameet Talwalkar
AI4CE
300
20
0
13 May 2025
Towards an AI co-scientist
Juraj Gottweis
W. Weng
Alexander Daryin
T. Tu
Anil Palepu
...
Gary Peltz
Yunhan Xu
Annalisa Pawlosky
Alan Karthikesalingam
Vivek Natarajan
LLMAG
380
219
0
26 Feb 2025
AIDE: AI-Driven Exploration in the Space of Code
Zhengyao Jiang
Dominik Schmidt
Dhruv Srikanth
Dixing Xu
Ian Kaplan
Deniss Jacenko
Yuxiang Wu
498
78
0
18 Feb 2025
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
DeepSeek-AI
Daya Guo
Dejian Yang
Haowei Zhang
Junxiao Song
...
Shiyu Wang
S. Yu
Shunfeng Zhou
Shuting Pan
S.S. Li
OffRL
AI4TS
LRM
ReLM
VLM
1.6K
5,342
0
22 Jan 2025
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