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Hongyu Cheng

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


According to our database1, Hongyu Cheng authored at least 5 papers between 2024 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Links

Online presence:

On csauthors.net:

Bibliography

2025
Generalization Guarantees for Learning Branch-and-Cut Policies in Integer Programming.
[BibTeX]
[DOI]
Hongyu Cheng
,
Amitabh Basu
CoRR, May, 2025

2024
Neural networks with linear threshold activations: structure and algorithms.
[BibTeX]
[DOI]
Sammy Khalife
,
Hongyu Cheng
,
Amitabh Basu
Math. Program., July, 2024

Data-driven algorithm design using neural networks with applications to branch-and-cut.
[BibTeX]
[DOI]
Hongyu Cheng
,
Sammy Khalife
,
Barbara Fiedorowicz
,
Amitabh Basu
CoRR, 2024

Sample Complexity of Algorithm Selection Using Neural Networks and Its Applications to Branch-and-Cut.
[BibTeX]
[DOI]
Hongyu Cheng
,
Sammy Khalife
,
Barbara Fiedorowicz
,
Amitabh Basu
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Learning Cut Generating Functions for Integer Programming.
[BibTeX]
[DOI]
Hongyu Cheng
,
Amitabh Basu
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024


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