Updated on August, 2026

About

M.D. Candidate @ Yonsei University, College of Medicine. Contact

Study generative processes of high-throughput biomedical measurements.

---

Publications and Preprints

• [J] Multiplexed multimodal single-cell technologies: From observation to perturbation analysis
  Su-Hyeon Lee, Junha Park, Byungjin Hwang† (Mol. Cells, 2024) [paper]
• [J] Adaptive patch sampling and location-aware reasoning for whole body PET-CT multi-organ segmentation
  Junha Park, Arthur Cho, Hae-Jeong Park† (Sci. Rep., 2026) [paper] [post]
• [P] A genome-wide CRISPR activation map of surface protein expression in human CD4 T cells
  Yutong V Wang, Junha Park, Min Cheol Kim, Thomas Mazumder, Krishna Sonpal, Matin Bikaran, Zachary Steinhart, Ralf Schmidt, Yang Sun, Su-Hyeon Lee, Alexander Marson, Chun Jimmie Ye†, Byungjin Hwang† (bioRxiv, 2026) [preprint]

---

Research experiences

• Internship at TGILAB, Yonsei University, Seoul, Republic of Korea Jun 2021 ~ Aug 2021 Dec 2021 ~ Feb 2022
• Internship at Korea Quantum Computing Co., Busan, Republic of Korea Jun 2022 ~ Aug 2022
• Research associate at MoNET, Yonsei University, Seoul, Republic of Korea Mar 2022 ~ Oct 2023
• Research associate at Hwang LAB, Yonsei University, Seoul, Republic of Korea Oct 2023 ~ Dec 2024

---

Awards and Honors

• Silver medal, International Chemistry Olympiad (IChO) Jun 2020
• Severance Academic Award May 2022, May 2023
• New Il Han Best Poster Award, Yonsei Medical Students’ Colloquium Sep 2023
• Best Presentation Award, Biomedical Science Research Festival Nov 2024
• Creativity Award (MoodStream, Commendation of Air Force Chief of Staff (Personnel)), ROKAF startup challenge May 2026

---

Outside the lab

• Neural Architecture Search on Quantum Circuits Jun 2022
• Online Learning Framework for Infant’s Facial Expression Recognition Dec 2022
• Continuous Quantification of Mental Health via MoodStream Apr 2026

---

Posts

Computational Biology

• Coalescing causal inference and foundation models
• Backpropagation through the NMF block
• Anatomy of Biological Sequence Modeling
• Human-machine interface in biological measurements: a case study of CSDE

Computational Medicine

• Where and What for Large Volume Medical Images

Computational Biology

• Unified perspective on GRN inference with external knowledge
• Collection of genes: A sc-linker case study
• Foundation Models, Surrogate Biology
• Nature’s Language Processing