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Hyukjun Kwon
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Hyukjun Kwon
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Email: hkwon731@gmail.com or hk4731@princeton.edu

 

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Greetings! I am a Postdoctoral Research Associate in the Department of Operations Research & Financial Engineering (ORFE) at Princeton University, where I have the privilege of working with Prof. Jianqing Fan. Prior to joining Princeton, I earned a Ph.D. in Economics from Rutgers University under the supervision of Prof. Yuan Liao. I'm currently on the 2025–2026 job market. 

My research interests lie in high-dimensional models, spectral methods, factor analysis, causal inference, human preference learning, and machine learning. I am also interested in fundamental economic allocation problems, such as matching applications. In particular, my current work focuses on estimation and uncertainty quantification in (heterogeneous) human preference learning and their applications. 

Publications

Inference for Low-Rank Models without Estimating the Rank (with Jungjun Choi, Yuan Liao)

  • Accepted at Journal of the American Statistical Association

Inference for Low-Rank Completion without Sample Splitting with Application to Treatment Effect Estimation (with Jungjun Choi, Yuan Liao)

  • Journal of Econometrics 240 (1)

Working Papers

Uncertainty Quantification for Ranking with Heterogeneous Preferences (with Jianqing Fan, Xiaonan Zhu)

  • Major revision at Journal of the American Statistical Association

Preference-Learned Allocation Mechanisms (with Jianqing Fan, Ran Shorrer), Draft available upon request 

Justified-Envy-Minimal Efficient Mechanisms for Priority-Based Matching (with Ran Shorrer)

  • Revised and resubmitted to Games and Economic Behavior

Teaching Award

Sidney I. Simon Prize for Outstanding Graduate Student Teaching, Rutgers University, 2023

  • In recognition of outstanding teaching by a graduate student 


“To infinity and beyond!” — Buzz Lightyear 

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