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@@ -121,9 +121,6 @@ If you use **FrontierCO** in your research or applications, please cite the foll
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  title={A Comprehensive Evaluation of Contemporary ML-Based Solvers for Combinatorial Optimization},
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  author={Shengyu Feng and Weiwei Sun and Shanda Li and Ameet Talwalkar and Yiming Yang},
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  year={2025},
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- eprint={xxxx.xxxxx},
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- archivePrefix={arXiv},
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- primaryClass={cs.AI}
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  }
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  ```
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  title={A Comprehensive Evaluation of Contemporary ML-Based Solvers for Combinatorial Optimization},
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  author={Shengyu Feng and Weiwei Sun and Shanda Li and Ameet Talwalkar and Yiming Yang},
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  year={2025},
 
 
 
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  }
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  ```
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