Curriculum Vitae
Please refer to this for pdf version of my CV.
RESEARCH POSITION & EDUCATION
- 2024- Postdoctoral Researcher, Princeton University
- Dept. of Operations Research & Financial Engineering. (Advisor: Bartolomeo Stellato)
- 2019-2024 Ph.D., Seoul National University
- Dept. of Mathematical Sciences. (Advisor: Ernest K. Ryu)
- 2014-2018 B.Sc., Seoul National University
- Major : Mathematics Education
- Minor : Computer Science and Engineering
PUBLICATIONS
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O. Press et al. AlgoTune: Can Language Models Speed Up General-Purpose Numerical Programs? Neural Information Processing Systems (NeurIPS), 2025.
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J. Paeng, J. Park, and E. K. Ryu. Coordinate-Update Algorithms can Efficiently Detect Infeasible Optimization Problems. Jounal of Mathematical Analysis and Applications (JMAA), 2025.
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V. Ranjan, J. Park, S. Gualandi, A. Lodi, and B. Stellato. Exact Verification of First-Order Methods via Mixed-Integer Linear Programming. arXiv e-prints:2412.11330, 2024.
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J. J. Suh, J. Park, and E. K. Ryu. Continuous-time Analysis of Anchor Acceleration. Neural Information Processing Systems (NeurIPS), 2023.
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C. Park, J. Park, and E. K. Ryu. Factor-$\sqrt{2}$ Acceleration of Accelerated Gradient Methods. Applied Mathematics & Optimization, 2023.
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J. Park, and E. K. Ryu. Accelerated Infeasibility Detection of Constrained Optimization and Fixed-Point Iterations. International Conference on Maching Learning (ICML), 2023.
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J. Park, and E. K. Ryu. Exact Optimal Accelerated Complexity for Fixed-Point Iterations. International Conference on Machine Learning (ICML), 2022.
- Long Talk (Top 118/5630=2% of papers)
HONORS & FELLOWSHIPS
- 2024.09 2024 Sejong Science Fellowship (Overseas Track) (National Research Foundation of Korea)
- 2023.02 2023 Future Gauss Lecture (Gauss Labs) [Video]
- 2022.07 Google Travel Grant (Google)
- 2019-2022 Brain Korea 21 Four, Brain Korea 21 Plus (National Research Foundation of Korea)
- 2019.08 Best Teaching Assistant Awards (SNU)
- 2014-2018 Superior Academic Performance Scholarship (SNU), Scholarship from Chunjae Education Corporation, Scholarship from Cheonggwan Scholarship Foundation