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Hongyu Cheng 0001

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affiliation: Johns Hopkins University, Department of Applied Mathematics and Statistics, Baltimore, MD, USA

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2024
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Sammy Khalife, Hongyu Cheng, Amitabh Basu:
Neural networks with linear threshold activations: structure and algorithms. Math. Program. 206(1): 333-356 (2024)
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Hongyu Cheng, Amitabh Basu:
Learning Cut Generating Functions for Integer Programming. NeurIPS 2024
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Hongyu Cheng, Sammy Khalife, Barbara Fiedorowicz, Amitabh Basu:
Sample Complexity of Algorithm Selection Using Neural Networks and Its Applications to Branch-and-Cut. NeurIPS 2024
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  - journals/corr/abs-2402-02328
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Hongyu Cheng, Sammy Khalife, Barbara Fiedorowicz, Amitabh Basu:
Data-driven algorithm design using neural networks with applications to branch-and-cut. CoRR abs/2402.02328 (2024)
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  - journals/corr/abs-2405-13992
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Hongyu Cheng, Amitabh Basu:
Learning Cut Generating Functions for Integer Programming. CoRR abs/2405.13992 (2024)

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