Kunhee Ryu
Researcher · Human Artificial Intelligence Research Lab
Yonsei University · Seoul, Republic of Korea
Education
Yonsei University
M.S. in Innovation
Advisor: Professor Keeheon Lee
Thesis: Enhancing Document Retrieval-Augmented Generation through Knowledge Graph Integration for Biomedical Question Answering
Yonsei University
B.S. in Creative Technology Management
Underwood International College
Research experience
Human Artificial Intelligence Research Lab
Yonsei University · Advisor: Professor Keeheon Lee
- ResearcherSep. 2025–present
- Graduate ResearcherSep. 2023–Aug. 2025
- Undergraduate Research AssistantMar. 2021–Aug. 2023
Publications
Evaluating LLM Agents Beyond Local Edit Validity
Kunhee Ryu, Chi-Guhn Lee, and Keeheon Lee
Findings of EMNLP 2026 · Accepted
Out-of-Distribution Checkpoint Selection Has a Resolution Problem: Auditing Sparse Exact Match with Token Likelihood
Kunhee Ryu and Keeheon Lee
Findings of EMNLP 2026 · Accepted
AutoMETA: A Multi-Agent LLM System for Autonomous Meta-Analysis
Keeheon Lee and Kunhee Ryu
AAMAS 2026 · Main track
doi:10.65109/HXKA2256Can Transparency Help Clinicians Trust AI? Reframing Trust as an Information Foraging and Sensemaking Loop
Kunhee Ryu, Heeyoung (Emily) Ghang, Sechang Chon, Keeheon Lee, and Younah Kang
CHI EA 2026
doi:10.1145/3772363.3798817Counting Pixels for an Effective Axis Detection
Keeheon Lee, Eury Sohn, Kunhee Ryu, and Seongmin Oh
IEEE IRI 2022
doi:10.1109/IRI54793.2022.00041Workshop papers
Manners Maketh MAN: Moral-Profile Diversity and Cooperative Dynamics in LLM-Based Multi-Agent Simulation
Keeheon Lee, Kunhee Ryu, and Hogyun Yoo
AAMAS 2026 · ASI Workshop · Non-archival poster paper
Manners Maketh MAN: Multi-Agent Norm Dynamics under Cultural Moral Values
Keeheon Lee, Kunhee Ryu, Minje Kim, and Hogyun Yoo
CHI 2026 · PoliSim Workshop
Awards & funding
Master’s Student Research Encouragement Grant
National Research Foundation of Korea
Full-Tuition Scholarship
Integrated B.S.–M.S. Program · Yonsei University
Academic Excellence Scholarship
Yonsei University
Teaching
Teaching Assistant · Yonsei University
- Techno-Art Capstone ProjectSpring 2025
- Data Science for BusinessSpring 2025
- Social Network AnalysisFall 2024
- Python for Data Analysis & Text Analysis (CDSS)Jan. 2023
Service & leadership
- Manager, HAIR LabSep. 2025–present
- President, DATUM — Yonsei UIC Data Science AcademiaSep. 2021–Aug. 2022