Distributed Linear Programming on GPU Clusters at Extreme Scale
arXiv preprint
Deza, A., Dey, S., & Van Hentenryck, P. (2026). "Distributed Linear Programming on GPU Clusters at Extreme Scale." arXiv preprint arXiv:2609.09108.
Publications
You can also find my articles on my Google Scholar profile.
Democratizing Large-Scale Re-Optimization with LLM-Guided Model Patches
Under Review
Ye, T., Deza, A., Mohan, V., Er Raqabi, E. M., & Van Hentenryck, P. (2026). "Democratizing Large-Scale Re-Optimization with LLM-Guided Model Patches." (under review). arXiv:2605.18692.
Learn2Aggregate: Supervised Generation of Chvatal-Gomory Cuts Using Graph Neural Networks
Association for the Advancement of Artificial Intelligence
Deza, A., Khalil, E. B., Fan, Z., Zhou, Z., & Zhang, Y. (2025). "Learn2Aggregate: Supervised Generation of Chvatal-Gomory Cuts Using Graph Neural Networks." AAAI.
DualSchool: Robust Quantitative Evaluation of Leading LLMs on Simple OR Tasks?
Under Review
Klamkin, M., Deza, A., Cheng, S., Zhao, H., & Van Hentenryck, P. (2025). "DualSchool: Robust Quantitative Evaluation of Leading LLMs on Simple OR Tasks?" (under review). arXiv:2505.21775.
Machine Learning for Optimization-Based Separation of Mixed-Integer Rounding Cuts
Under Review
Guaje, O., Deza, A., Kazachkov, A. M., & Khalil, E. B. (2024). "Machine Learning for Optimization-Based Separation of Mixed-Integer Rounding Cuts." (under review). arXiv:2408.08449.
A Motivational Interviewing Chatbot With Generative Reflections for Increasing Readiness to Quit Smoking: Iterative Development Study
The Journal of Medical Internet Research - Mental Health
Brown, A., Kumar, A. T., Melamed, O., Ahmed, I., Wang, Y. H., Deza, A., et al. (2023). "A Motivational Interviewing Chatbot With Generative Reflections for Increasing Readiness to Quit Smoking: Iterative Development Study." JMIR Mental Health.
Machine Learning for Cutting Planes in Integer Programming: A Survey
International Joint Conference on Artificial Intelligence IJCAI (Survey Track)
Deza, A., & Khalil, E. B. (2023). "Machine Learning for Cutting Planes in Integer Programming: A Survey." IJCAI (Survey Track).
Fast Matrix Multiplication Without Tears: A Constraint Programming Approach
29th International Conference on Principles and Practice of Constraint Programming (CP 2023)
Deza, A., Liu, C., Vaezipoor, P., & Khalil, E. B. (2023). "Fast Matrix Multiplication Without Tears: A Constraint Programming Approach." CP.