Learning Cut Generating Functions for Integer Programming. - Hongyu Cheng 001; Amitabh Basu (NeurIPS, 2024)

Sample Complexity of Algorithm Selection Using Neural Networks and Its Applications to Branch-and-Cut. - Hongyu Cheng 001; Sammy Khalife; Barbara Fiedorowicz; Amitabh Basu (NeurIPS, 2024)

Data-driven algorithm design using neural networks with applications to branch-and-cut. - Hongyu Cheng 001; Sammy Khalife; Barbara Fiedorowicz; Amitabh Basu (CoRR, 2024)

Neural networks with linear threshold activations: structure and algorithms. - Sammy Khalife; Hongyu Cheng 001; Amitabh Basu (Math. Program., 2024)

Generalization Guarantees for Learning Branch-and-Cut Policies in Integer Programming. - Hongyu Cheng 001; Amitabh Basu (CoRR, 2025)