For Korean(한글)

Contact

mrhjs225 at gmail.com

linkedin.com/in/jason-jinseok-heo-97aaa215a

https://github.com/mrhjs225

<aside> 👋 Hello! My name is Jinseok Heo. I am currently pursuing an MS/Ph.D. integrated program at Sungkyunkwan University. I am highly interested in AI-based software engineering and automated debugging. I am also always open to entrepreneurship!

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Interests

• AI based Software Engineering
• Automated program repair
  • Automated vulnerability repair
• Large language model for code
• Knowledge graph-based RAG for code repair

Paper

International Conference

• Jinseok Heo, Dongwook Choi, Jinyoung Kim, Misoo Kim, Eunseok Lee, "INTENTFIX: Automated Logic Vulnerability Repair via LLM-Driven Intent Modeling", IEEE International Conference on Software Engineering (ICSE), Apr. 2026.
• Shinhyuck Kang, Jinseok Heo, Eunseok Lee, "An Empirical Analysis of ESLint Information Components and Their Interactions in LLM-based Program Repair", IEEE Asia-Pacific Software Engineering Conference (APSEC-ERA), Dec.2025.
• Jinseok Heo and Eunseok Lee. "Analyzing the Impact of Context Representation and Scope in Code Infilling", International Conference on Software Engineering: Companion (ICSE), 2024.
• Jinseok Heo, Hohyeon Jeong, Dongwook Choi, and Eunseok Lee. "REFERENT: Transformer based Feedback Generation using Assignment Information for Programming Course", International Conference on Software Engineering Software Engineering Education and Training (ICSE-SEET), pp. 308-312, 2023.
• Misoo Kim*, Youngkyoung Kim*, Jinseok Heo*, Hohyeon Jeong*, Sungoh Kim, Hyunhee Chung, Eunseok Lee, "An Empirical Study of Deep Transfer Learning-based Program Repair for Kotlin Projects", European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE Industry), pp.1441-1452, Nov.2022.
• Misoo Kim*, Youngkyoung Kim*, Jinseok Heo, Hohyeon Jeong, Sungoh Kim, Eunseok Lee, "Impact of Defect Instances for Successful Deep Learning-based Automatic Program Repair", International Conference on Software Maintenance and Evolution (ICSME-NIER), pp. 419-423, Oct.2022.
• • Dongwook Choi, Jinseok Heo, and Eunseok Lee. "Automated Feedback Generation for Multiple Function Programs", Asia-Pacific Software Engineering Conference (APSEC), pp. 582-583, Dec.2021.

International Journal

• Jinseok Heo, Hohyeon Jeong, Eunseok Lee, "Patch It If You Can: Increasing the Efficiency of Patch Generation Using Context", Electronics, Vol.12, No.1, pp.179, Dec.2022.