🙋♂️ About Me
I am third-year Ph.D. student in the Department of Applied Mathematics and Statistics at Johns Hopkins University, where I have the privilege of being advised by Prof. Amitabh Basu. My research interests include integer programming, convex analysis, and discrete geometry, with a particular focus on the intersection of machine learning and combinatorial optimization.
📚 Publications
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Advances in Neural Information Processing Systems NeurIPS, 2024
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Advances in Neural Information Processing Systems NeurIPS, 2024
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Mathematical Programming Math. Program., vol. 206, pp. 333--356, 2024
💬 Talks
1.
Generalization Guarantees for Learning Branch-and-Cut Policies in Integer Programming (Invited Talk)
INFORMS Annual Meeting INFORMS
Atlanta, Georgia · October 2025
2.
Generalization Guarantees for Learning Branch-and-Cut Policies in Integer Programming (Poster)
25th International Conference on Integer Programming and Combinatorial Optimization IPCO
Baltimore, MD · June 2025
3.
Learning Cut Generating Functions for Integer Programming (Poster)
Sample Complexity of Algorithm Selection Using Neural Networks and Its Applications to Branch-and-Cut (Poster)
Advances in Neural Information Processing Systems NeurIPS
Vancouver, Canada · December 2024
4.
Sample Complexity of Learning Cut Generating Functions (Invited Talk)
INFORMS Annual Meeting INFORMS
Seattle, Washington · October 2024
5.
A Data-Driven Approach to Cut Generating Function Selection (Invited Talk)
25th International Symposium on Mathematical Programming ISMP
Montreal, Canada · July 2024
🏅 Honors and Awards
JHU MINDS Data Science Fellowship
Fall 2025
NeurIPS Scholar Award
December 2024
Rufus S. Isaacs Graduate Fellowship
2024-2025 academic year
Duncan Research Fund
Summer 2024
JHU MINDS Data Science Fellowship
Summer 2024
📖 Teaching
Teaching Assistant at Johns Hopkins University (Promoted to Teaching Fellow in May 2025)
EN.553.665 Introduction to Convexity Recitation Notes
Fall 2022, 2023, 2024, Spring 2024, 2025
EN.553.766 Combinatorial Optimization
Spring 2023
EN.553.762 Nonlinear Optimization II
Spring 2023
EN.553.385 Numerical Linear Algebra
Spring 2022