I'm an integrated M.S.–Ph.D. student in Data Science at Seoul National University, advised by Yohan Jo in the HOLI Lab.
AI agents can already solve many real-world problems. I believe making them better takes more than improving task performance: we also need to understand how they behave, what guides their decisions, and how they respond to people. My long-term goal is to build agents that understand people and act in line with their goals and values.
Research interests
My current research develops ways to evaluate the values and behavioral tendencies expressed by agents [ACL ’25] [EMNLP ’26] [arXiv ’26]. I study how faithfully they simulate people across situations and over time [TACL ’26] [EMNLP ’26], and how to guide their behavior in interactions with users and tools [ICLR ’26] [ACL ’26] [arXiv ’26].
News
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ArcANE and Human Psychometric Questionnaires Mischaracterize LLM Behavior accepted to EMNLP 2026 (Main).
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Awarded the Presidential Science Scholarship for Graduate Students (2026–2027) by the Ministry of Science and ICT.
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PA-Tool accepted to ACL 2026 (Main).
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Psychometric Item Validation Using Virtual Respondents accepted to TACL.
Earlier news
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Non-Collaborative User Simulators for Tool Agents accepted to ICLR 2026.
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Quantifying Data Contamination in Psychometric Evaluations of LLMs accepted to EACL 2026 Findings.
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Value Portrait accepted to ACL 2025 (Main).