Profile of Gyumin Nam

Gyumin Nam

BS/MS Program

Affiliation: Department of Computer Engineering, HanKyong National University

Office: Room 323, Engineering Building 1, HanKyong National University

Research Interests: LLMs for Software Engineering and Fintech AI

Education

2020.03 - Present

BS/MS Program, Hankyong National University, South Korea

Publications

[Journal] A Multi-Agent Orchestration Framework Leveraging Open-Source Large Language Models for Automated Bug Resolution

Geunseok Yang, Gyumin Nam, Seojin Choi, Hyunsoo Lee, Yungi Kim, Dokyeong An, Byungjeong Lee*, to be submitted to IEEE Transactions on Software Engineering

[Journal] AgentLocate++: Structure-Aware Bug Localization in Open-Source Functions via Multi-Agent Coordination of Open LLMs

Gyumin Nam, Geunseok Yang*, to be submitted to Empirical Software Engineering

[Journal] LLMLoc: A Structure-Aware Retrieval System for Zero-Shot Bug Localization

Gyumin Nam, Geunseok Yang*, to be submitted to Machines (SCIE)

[Conference] Review

Gyumin Nam, Geunseok Yang*, under review at the 34th ACM International Conference on the Foundations of Software Engineering (FSE) 2026, to be held in Montreal, Canada

[Conference] LLM 기반 오픈소스 소프트웨어 결함 위치 추정을 위한 AST 보강 의미 기반 검색 기법

남규민, 양근석*, 한국컴퓨터종합학술대회, 2025