Updated on January, 2026

About

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

Studying generative processes of high-throughput biological measurements.

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Publications

• Multiplexed multimodal single-cell technologies: From observation to perturbation analysis
  Su-Hyeon Lee, Junha Park, Byungjin Hwang* (2024, Molecules and Cells) [paper]

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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 ~ Jan 2025

Awards

• Silver medal at International Chemistry Olympiad(IChO) Jun 2020
• Severance Academic Award May 2022
• Severance Academic Award May 2023
• Yoo-Il Han Best Poster Award at Yonsei Medical Students’ Colloquium Sep 2023
• Best Presentation Award at Biomedical Science Research Festival Nov 2024

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Posts

Computational Biology

• Coalescing causal inference and foundation models
• Backpropagation through the NMF block
• Anatomy of Biological Sequence Modeling

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