Seojin Choi

[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] AgentReport++: Multi-Agent Fine-Tuning of Open LLMs for Practical Bug Report Generation in Open-Source Projects

Seojin Choi, Geunseok Yang*, to be submitted to Empirical Software Engineering

[Journal] 오픈소스 LLM 기반 QLoRA 미세조정과 사고의 연쇄(CoT)·동적 Few-shot·Best-of-N 기법을 활용한 버그 리포트 생성

최서진, 양근석*, Journal of KIISE (KCI), Invited Paper from Best Paper Award, Forthcoming

[Conference] Review

Seojin Choi, 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] 유사 리포트 문맥 보강을 활용한 Retrieval-Augmented LLM 기반 버그 리포트 생성 기법

최서진, 양근석*, 한국컴퓨터종합학술대회, 2025 [우수논문상]