Minkyoung Kim

PhD student, Yonsei University

Joined

July 2019

Names

Minkyoung Kim (Preferred)

Emails

****@amc.seoul.kr (Confirmed)

****@chilab.kr (Confirmed)

****@gmail.com (Confirmed)

****@yonsei.ac.kr (Confirmed)

****@inmed-data.com (Confirmed)

Personal Links

ORCID

Career & Education History

PhD student

Yonsei University (yonsei.ac.kr)

2024 – Present

MS student

Ulsan University (ulsan.ac.kr)

2022 – 2024

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Clinical Assessment of Fine-Tuned Open-Source LLMs in Cardiology: From Progress Notes to Discharge Summary
Hyoje Jung, Yunha Kim, Jiahn Seo, Heejung Choi, Minkyoung Kim, JiYe Han, Gaeun Kee, Soyoung Ko, Byeolhee Kim, Boeun Choi, Ah-Ram Kim, Jung-Min Ahn, Tae Joon Jun, Young-Hak Kim
- J. Heal. Informatics Res. 2025
- Readers: Everyone
Leveraging BERT for embedding ICD codes from large scale cardiovascular EMR data to understand patient diagnostic patterns
Minkyoung Kim, Yunha Kim, Hee-Jun Kang, Hyeram Seo, Heejung Choi, JiYe Han, Gaeun Kee, Soyoung Ko, Hyoje Jung, Byeolhee Kim, Boeun Choi, Tae Joon Jun, Young-Hak Kim
- BMC Medical Informatics Decis. Mak. 2025
- Readers: Everyone
Explainable predictions of a machine learning model to forecast the postoperative length of stay for severe patients: machine learning model development and evaluation
Ha Na Cho, Imjin Ahn, Hansle Gwon, Hee-Jun Kang, Yunha Kim, Hyeram Seo, Heejung Choi, Minkyoung Kim, JiYe Han, Gaeun Kee, Seohyun Park, Tae Joon Jun, Young-Hak Kim
- BMC Medical Informatics Decis. Mak. 2024
- Readers: Everyone
Mitigating Adversarial Attacks in LLMs through Defensive Suffix Generation
Minkyoung Kim, Yunha Kim, Hyeram Seo, Heejung Choi, JiYe Han, Gaeun Kee, Soyoung Ko, HyoJe Jung, Byeolhee Kim, Young-Hak Kim, Sanghyun park, Tae Joon Jun
- ICLR 2025 Conference Desk Rejected Submission
- Readers: Everyone
Decoding Urban Dynamics: Contextual Insights from Human Meta-Mobility Patterns
Seokjoon Oh, Seungyoung Joo, Soohwan Kim, Minkyoung Kim
- Syst. 2024
- Readers: Everyone
Enhancing Clinical Efficiency through LLM: Discharge Note Generation for Cardiac Patients
Hyoje Jung, Yunha Kim, Heejung Choi, Hyeram Seo, Minkyoung Kim, JiYe Han, Gaeun Kee, Seohyun Park, Soyoung Ko, Byeolhee Kim, Suyeon Kim, Tae Joon Jun, Young-Hak Kim
- CoRR 2024
- Readers: Everyone
Mitigating Adversarial Attacks in LLMs through Defensive Suffix Generation
Minkyoung Kim, Yunha Kim, Hyeram Seo, Heejung Choi, JiYe Han, Gaeun Kee, Soyoung Ko, Hyoje Jung, Byeolhee Kim, Young-Hak Kim, Sanghyun Park, Tae Joon Jun
- CoRR 2024
- Readers: Everyone
LDP-GAN : Generative adversarial networks with local differential privacy for patient medical records synthesis
Hansle Gwon, Imjin Ahn, Yunha Kim, Hee-Jun Kang, Hyeram Seo, Heejung Choi, Ha Na Cho, Minkyoung Kim, JiYe Han, Gaeun Kee, Seohyun Park, Kye Hwa Lee, Tae Joon Jun, Young-Hak Kim
- Comput. Biol. Medicine 2024
- Readers: Everyone
Real-world diffusion dynamics based on point process approaches: a review
Minkyoung Kim, Dean Paini, Raja Jurdak
- Artif. Intell. Rev. 2020
- Readers: Everyone
Macro-level information transfer across social networks
Minkyoung Kim, David Newth, Peter Christen
- 2014 (modified: 02 Mar 2020)
- WWW (Companion Volume) 2014
- Readers: Everyone

View all 12 publications

Co-Authors

Ah-Ram Kim
Boeun Choi
Byeolhee Kim
David Newth
Dean Paini
Gaeun Kee
Ha Na Cho
Hansle Gwon
Hee-Jun Kang
Heejung Choi
Hyeram Seo
HyoJe Jung
Hyoje Jung
Imjin Ahn
JiYe Han
Jiahn Seo
Jung-Min Ahn
Kye Hwa Lee
Peter Christen
Raja Jurdak
Sanghyun Park
Sanghyun park
Seohyun Park
Seokjoon Oh
Seungyoung Joo

View all 31 co-authors