LabCompass

Kiryung Lee

Engineering · The Ohio State University

OpenAlex ORCID
Mid career · publishing since 2001Rising activity
Sparse and Compressive Sensing TechniquesBlind Source Separation TechniquesImage and Signal Denoising MethodsPhotoacoustic and Ultrasonic ImagingAdvanced MRI Techniques and Applications

Publications

112

Citations

1,253

Est. group size

~2

Recurring co-author estimate

Active years

26

Publishing since 2001

Research summary
AI-generated

Kiryung Lee works on mathematical signal processing and data science, focusing on problems like recovering sparse or structured signals from limited measurements (compressive sensing), estimating pulse shapes and locations from noisy data (spike deconvolution), phase retrieval (recovering signals from magnitude-only measurements), and piecewise-linear or max-affine regression methods for high-dimensional data. Much of this work develops theoretical guarantees and optimization algorithms with applications to signal and image reconstruction, including biomedical and MRI-related signal problems.

Sparse and compressive signal recoveryPhase retrieval and spike deconvolutionMax-affine and piecewise linear regressionLow-rank matrix estimation and sensingSignal processing theory and optimization algorithms

Publication output has fluctuated over the last decade without a clear upward or downward trend, with a notable resurgence in 2023-2024 after a slower period in 2019-2022.

Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026

Publication cadence
Publications per year over the last 10 years — averaging 5.4/year recently
2017: 10 publications10172018: 5 publications182019: 2 publications192020: 5 publications202021: 5 publications212022: 4 publications222023: 7 publications232024: 9 publications242025: 3 publications252026: 4 publications26
Recent publications
Publishes in
  • arXiv (Cornell University)×22
  • IEEE Transactions on Information Theory×10
  • IEEE Transactions on Signal Processing×4
  • Information and Inference A Journal of the IMA×3
  • SIAM Journal on Mathematics of Data Science×2
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This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.

Last updated Jul 19, 2026.

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