Minseok Kang

First-year M.S. Student · Yonsei University

Hi, I'm Minseok Kang. I'm a first-year M.S. student at Yonsei University, LangAGI (Language & AGI Lab), advised by Jinyoung Yeo. My research focuses on AI Agents and their Real-World Applications.

Education

M.S./Ph.D. in Artificial Intelligence 2026 - Present

School of Computing, Yonsei University, Seoul, Korea

Research interests: AI Agents, Real-World Applications
B.S. in Computer Science 2020 - 2026

School of Computing, Yonsei University, Seoul, Korea

GPA: 3.66 / 4.30

Publications

^* denotes equal contribution.

Preprints

Towards Direct Evaluation of Harness Optimizers via Priority Ranking

Kai Tzu-iunn Ong^*, Minseok Kang^*, Dongwook Choi^*, Junhee Cho, Seungju Kim, Seungwon Lim, Geunha Jang, Minwoo Oh, Bogyung Jeong, Sunghwan Kim, Taeyoon Kwon, Jinyoung Yeo

arXiv Preprint 2026.05
LEGO-Eval: Towards Fine-grained Evaluation on Synthesizing 3D Embodied Environments with Tool Augmentation

Gyeom Hwangbo^*, Hyungjoo Chae^*, Minseok Kang, Hyeonjong Ju, Soohyun Oh, Jinyoung Yeo

arXiv Preprint 2025.11

Published

PRINCIPLES: Synthetic Strategy Memory for Proactive Dialogue Agents

Namyoung Kim, Kai Tzu-iunn Ong, Yeonjun Hwang, Minseok Kang, Iiseo Jihn, Gayoung Kim, Minju Kim, Jinyoung Yeo

EMNLP Findings 2025
WEB-SHEPHERD: Advancing PRMs for Reinforcing Web Agents

Hyungjoo Chae^*, Sunghwan Kim^*, Junhee Cho^*, Seungone Kim, Seungjun Moon, Gyeom Hwangbo, Dongha Lim, Minjin Kim, Yeonjun Hwang, Minju Gwak, Dongwook Choi, Minseok Kang, Gwanhoon Im, ByeongUng Cho, Hyojun Kim, Jun Hee Han, Taeyoon Kwon, Minju Kim, Beong-woo Kwak, Dongjin Kang, Jinyoung Yeo

NeurIPS Spotlight 2025
Can You Share Your Story? Modeling Clients' Metacognition and Openness for LLM Therapist Evaluation

Minju Kim, Dongje Yoo, Yeonjun Hwang, Minseok Kang, Namyoung Kim, Minju Gwak, Beong-woo Kwak, Hyungjoo Chae, Harim Kim, Yunjoong Lee, Min Hee Kim, Dayi Jung, Kyong-Mee Chung, Jinyoung Yeo

ACL Findings 2025
Development of an Artificial Intelligence-Based Prediction System for Short-Term Solar Power Generation

Minseok Kang, Suhyeon Choi, Woohyun Kim, Jaehyeon Kim, Seokheon Cho

IEEE ICCE 2025
Cactus: Towards Psychological Counseling Conversations using Cognitive Behavioral Theory

Suyeon Lee^*, Sunghwan Kim^*, Minju Kim^*, Dongjin Kang, Dongil Yang, Harim Kim, Minseok Kang, Dayi Jung, Min Hee Kim, Seungbeen Lee, Kyoung-Mee Chung, Youngjae Yu, Dongha Lee, Jinyoung Yeo

EMNLP Findings 2024