About
Hello, I am an AI research engineer at KT, AI Future Lab.
I am interested in AI agents and their applications.
For more details, please refer to my CV.
WORK EXPERIENCE
KT, AI Future Lab, Republic of Korea Jul 2025 - Present
AI Research Engineer
Research Areas: AI Agents, Generative AI
Tutoring, Market Designers, Seoul, Republic of Korea Feb 2023 - Feb 2024
AI Research Engineer
Design and implement memory-augmented dialogue system
Life Planning Lab, Seoul, Republic of Korea Mar 2021 - Aug 2021
Server & Infra Engineer
Manage cloud infrastructure and deployment pipelines
Develop Backend system for production services
EDUCATION
Yonsei University, Seoul, Republic of Korea Feb 2023 - Present
M.S. Student, Computer Science
Advised by Prof. Jinyoung Yeo
Yonsei University, Seoul, Republic of Korea Aug 2022 - Feb 2023
CONVEI Lab Intern
Advised by Prof. Jinyoung Yeo
Yonsei University, Seoul, Republic of Korea Mar 2017 - Aug 2022
B.S., Computer Science
Major GPA: 3.8/4.5
PUBLICATIONS
WEB-SHEPHERD: Advancing PRMs for Reinforcing Web Agents -Submitted to NeurIPS 2025, Under Review
{Hyungjoo Chae, Sunghwan Kim, Junhee Cho}, Seungone Kim, Seungjun Moon, Gyeom Hwangbo, Dongha Lim, Minjin Kim, et al. (12 Authors omitted), Jinyoung Yeo
Embodied Agents Meet Personalization: Exploring Memory Utilization for Personalized Assistance -Submitted to NeurIPS 2025, Under Review
{Taeyoon Kwon, Dongwook Choi}, Sunghwan Kim, Hyojun Kim, Seungjun Moon, Beong-woo Kwak, Kuan-Hao Huang, Jinyoung Yeo
Coffee-Gym: An Environment for Evaluating and Improving Natural Language Feedback on Erroneous Code -EMNLP 2024
{Hyungjoo Chae, Taeyoon Kwon, Seungjun Moon}, Yongho Song, Dongjin Kang, Kai Tzu-iunn Ong, Beong-woo Kwak, Seonghyeon Bae, Seung-won Hwang, Jinyoung Yeo
Coffee: Boost Your Code LLMs by Fixing Bugs with Feedback -arxiv
{Seungjun Moon, Hyungjoo Chae, Yongho Song}, Taeyoon Kwon, Dongjin Kang, Kai Tzu-iunn Ong, Seung-won Hwang, Jinyoung Yeo
Can Large Language Models be Good Emotional Supporter? Mitigating Preference Bias on Emotional Support Conversation -ACL 2024, Outstanding Paper Award
{Dongjin Kang, Sunghwan Kim}, Taeyoon Kwon, Seungjun Moon, Hyunsouk Cho, Youngjae Yu, Dongha Lee, Jinyoung Yeo
Large Language Models are Clinical Reasoners: Reasoning-Aware Diagnosis Framework with Prompt-Generated Rationales -AAAI 2024
{Taeyoon Kwon, Kai Tzu-iunn Ong}, Dongjin Kang, Seungjun Moon, Jeong Ryong Lee, Dosik Hwang, Yongsik Sim, Beomseok Sohn, Dongha Lee, Jinyoung Yeo
EXPERIENCE & PROJECTS
Commonsense Reasoning Feb 2022 - Aug 2022, (Internship; Advisor: Jinyoung Yeo)
Develop continual learning approaches for robust generalization across diverse commonsense reasoning domains.
Yonsei AI - Vice President Aug 2021 - Feb 2022
Lead the Yonsei AI Association to foster collaboration and advance research
across diverse AI domains.
Dialogue Agent Aug 2021 - Feb 2022, (Internship; Advisor: Jinyoung Yeo)
Dialogue agent for english education. By predicting user’s next utterance, agent
suggests appropriate user’s response.
Industry-University Cooperation with TheBackEnd Aug 2021 - Feb 2022
AI developer specializing in predicting user bounce rates for improved retention strategies.
ICT Project Feb 2021 - Nov 2021
Develop a summarization model that captures key information from real-time trending news