Seoyeon Kim

I am currently an M.S. student in Artificial Intelligence at Yonsei University, advised by Prof. Jaehyung Kim at the Machine and Language Learning Lab (ML3). I previously received my B.S. in Applied Statistics from Yonsei University.

My research focuses on building user-centered AI systems that better understand user context and preferences, with particular interests in LLM alignment and personalization.

Always happy to chat! Feel free to reach out at yeon_04@yonsei.ac.kr.

News

Aug 2026 SPRInG and SyRuP have been accepted to EMNLP 2026. See you in Budapest! 🇭🇺
Mar 2026 Started my M.S. at Yonsei AI, advised by Prof. Jaehyung Kim.

Publications

SyRuP: Enhancing System-Prompt Following via Reward-Guided Prediction in LLM Decoding
Seoyeon Kim, Minjae Kang, Jaehyung Kim
EMNLP 2026
SPRInG: Continual LLM Personalization via Selective Parametric Adaptation and Retrieval-Interpolated Generation
Seoyeon Kim, Jaehyung Kim
EMNLP 2026 Oral Presentation