Naryeong Kim

PhD Candidate

• Email Address: naryeong.kim@kaist.ac.kr

Education

• PhD., Computer Science, KAIST Sep 2026 - Present

• MSc., Computer Science, KAIST Sep 2024 - Aug 2026

• BSc., Computer Science, KAIST Mar 2020 - Aug 2024

Experience

• Undergraduate Research Intern, Computational Intelligence for Software Engineering Laboratory, KAIST, Republic of Korea, July 2022 - Dec 2022
  • Supervisor: Dr. Shin Yoo

Publications

• Kim, N., Yoo, S., Atropos: Improving Cost-Benefit Trade-off of LLM-Based Agents under Self-Consistency with Early Termination and Model Hotswap. Proceedings of the ACM on Software Engineering (PACMSE), 3(ISSTA) [preprint]
• Yoo, S., Feldt, R., Kim, S., Kim, N., Capturing Semantic Flow of ML‑based Systems. ACM International Conference on the Foundations of Software Engineering (IVR Track, FSE 2025) [preprint]
• An, G., Hong, J., Kim, N., Yoo, S. (2023, May), Fonte: Finding Bug Inducing Commits from Failures. Proceedings of the 45th IEEE/ACM International Conference on Software Engineering (Technical Track, ICSE 2023) [preprint]
• Kim, N., Kang, S., An, G., Yoo, S. (2025, May), Lachesis: Predicting LLM Inference Accuracy using Structural Properties of Reasoning Paths. Proceedings of the 6th International Workshop on Deep Learning for Testing and Testing for Deep Learning [preprint]