Sohyeon Kim
M.S./Ph.D. @ SNU
sohyeon.kim@vision.snu.ac.kr
I am a first-year M.S./Ph.D. student at Seoul National University, advised by Gunhee Kim. Previously, I received my B.S. in Computer Science and Engineering from POSTECH in 2025.
Throughout my life, I’ve been thinking about what I want, what I have, and how to reach it. What makes a good question? This naturally connects to my research: understanding what is known and unknown to a model, and how it decides what to *search* next to achieve its goals. More specifically, I’m interested in non-parametric memory and leveraging it, i.e., retrieval-augmented generation, information retrieval, and agent memory.
In parallel, I enjoy abstracting thoughts and mapping their relationships into my own language. For me, conversation serves as a medium to interpret others' mental models, allowing me to discover new axes for my thinking.
Education
Publication
Dayoon Ko, Jihyuk Kim, Sohyeon Kim, Haeju Park, Dahyun Lee, Gunhee Kim, Moontae Lee, Kyungjae Lee
Arxiv
Dayoon Ko, Jihyuk Kim, Haeju Park, Sohyeon Kim, Dahyun Lee, Yongrae Jo, Gunhee Kim, Moontae Lee, Kyungjae Lee
ICLR 2026
Dayoon Ko, Jinyoung Kim, Sohyeon Kim, Jinhyuk Kim, Jaehoon Lee, Seonghak Song, Minyoung Lee, Gunhee Kim
ACL 2025 Findings
Research Experience
Work Experience