I can also be found on Google Scholar.

Research Papers

Journal Papers

  • J. Lee, Y. Xie, Y. Park, J. Hindes, I. Schwartz, and C. Priebe, “Multi-rank Subspace Change-point Detection with Application in Monitoring Robotic Swarms,” arXiv preprint, 2026. arXiv:2506.18562 (Accepted to Sequential Analysis)

  • M. Kim*, J. Lee*, S. W. Kwak, and S. Jung, “Differentially Private Multivariate Statistics with an Application to Contingency Table Analysis,” Electronic Journal of Statistics, 19(1): 1507-1569, 2025. link

  • C. Xu, J. Lee, X. Cheng, and Y. Xie, “Flow-based Distributionally Robust Optimization,” IEEE Journal on Selected Areas in Information Theory, 5:62-77, 2024. link

  • T. Goo, C. Apio, G. Heo, D. Lee, J. H. Lee, J. Lim, K. Han, and T. Park, “Forecasting of the COVID-19 pandemic situation of Korea,” Genomics & Informatics, 19(1): e11, 2021. link

Conference Papers

  • L. Zhu, J. Lee, and Y. Xie, “Beyond Maximum Likelihood: Variational Inequality Estimation for Generalized Linear Models,” arXiv preprint, 2025. arXiv:2511.03087 (Accepted to NeurIPS 2026)

  • J. Lee, C. Xu, and Y. Xie, “Kernel-based Optimally Weighted Conformal Time-Series Prediction,” In Proc. of 2025 ICLR, 2025. link

Preprints

  • J. Lee, Y. Xie, “Quickest Change-point Detection in Generalized Linear Models with Variational Estimation,” arXiv preprint, 2026. arXiv:2610.16616

  • J. Lee*, J. Lee*, and Y. Xie, “Conformal Prediction for Time Series with Deep Sequence Models,” arXiv preprint, 2026. arXiv:2610.02357