Bio
Geunseok Yang is an Assistant Professor in the Department of Computer Engineering at HanKyong National University. He earned his Ph.D. and M.S. in Computer Science from the Department of Computer Science at the University of Seoul in 2020 and 2015, respectively, under the supervision of Dr. Byungjeong Lee. He completed his B.S. in Computer Science and Engineering at the Korea University of Technology and Education in 2013.
Before beginning his academic career, Dr. Yang built extensive experience in the tech industry, working for five years as a Software Developer, AI Developer, and Data Scientist at Seoul Shinmun Corporation, Munhwa Broadcasting Corporation (MBC), and Kookmin Bank Corporation (KB Bank).
His research interests include Retrieval-Augmented Generation Small Large Language Models (RAG-sLLMs), Large Language Models (LLMs), Small Language Models (SLMs), and Large Multimodal Models (LMMs), with applications in software engineering. He focuses on leveraging these advanced models to drive AI-powered DevOps, agile-based microservice architectures (MSA), KubeFlow with Kubernetes (K8S/K9S), multi-cloud architectures, and the integration of AI and data science to enhance software engineering processes.
Education
Department of Computer Science, University of Seoul, Ph.D. in Computer Science (part-time, completed while employed)
Department of Computer Science, University of Seoul, Master in Computer Science
Department of Computer Science and Engineering, Korea University of Technology and Education, Bachelor in Computer Science and Engineering
Experience
Assistant Professor, Department of Computer Engineering, HanKyong National University
- Pioneering AI, LLMs, and LMMs research in Software Engineering and Education.
Assistant Professor, Department of Computer Engineering, Kyungnam University
- Advanced AI integration in Software Engineering, with a focus on Software Mining and Evolution.
Research Professor, Department of Computer Science, University of Seoul
- Specialized in applying Deep Learning to Software Engineering, focusing on Software Mining and Evolution.
Digital Strategy Department, KB Kookmin Bank (Head Office)
- AI Service Developer and Data Scientist for Financial Cloud Computing and Software Engineering projects.
Technical Research Institute, MBC Broadcasting Company (Head Office)
- Software Developer and Data Scientist focusing on Deep Learning and Broadcasting Technology projects.
IT Development Department, Seoul Newspaper (Head Office)
- Software Developer and Engineer, focusing on Digital Transformation projects.
Academic Activities
Publicity Co-Chair
32nd Asia-Pacific Software Engineering Conference (APSEC 2025)
Track Co-Chair
ACM Symposium on Applied Computing (SAC 2024-Current) Software Engineering Track
Track Session Chair
ACM Symposium on Applied Computing (SAC 2021, 2024) Software Engineering Track
Reviewer
Pattern Recognition (Elsevier)[Q1, IF: 8.0+], Information Processing and Management (Elsevier)[Q1, IF: 6.2], IEEE Access (IEEE)
Reviewer
IEEE Transactions on Reliability[Q2, IF: 3.0], Journal of Systems & Software[Q2, IF: 3.6], Information and Software Technology[Q2, IF: 3.8], Software Quality Journal, IET Software, Security and Privacy
Peer-Reviewer
IEEE International Conference on Asia-Pacific Software Engineering Conference (APSEC 2014), IEEE International Conference on Software Maintenance (ICSM 2013)
Teaching
Programming Languages (Taught in English)
Artificial Intelligence (Taught in English)
Introduction to Programming
Open Source Software
Advanced Software Evolution (Graduate Course)
Advanced Software Engineering (Graduate Course)
Discrete Mathematics
Problem Solving Project 1
Problem Solving Project 3
Operating System (Taught in English)
Advanced Software Development (Graduate Course)
Advanced Software Testing (Graduate Course)
Database Management System (Graduate Course)
Database System Design (Graduate Course)
Problem Solving Project 2
Understanding the Metaverse using AI
Computational Thinking
Cloud Computing (Graduate Course)
Big Data (Graduate Course)
Java Comprehensive Project
Python Project
Algorithms
Network Programming
Data Structures and Algorithms (USG, Summer Class)
C# Programming
Intrusion Detection & Prevention Systems
Computer Networks
Cloud Computing System and Application (USG)
Advanced Software Engineering
Python (Graduate School of Education)
Introduction to Programming
Intrusion Detection & Prevention Systems
Talks
[특강] 인공지능과 웹앱 기획 및 개발
2024년도 경기물류고등학교
[발표] 소프트웨어 진화에 거대 언어 모델 적용
한국소프트웨어종합학술대회 2023 신진연구자 최신연구소개
[특강] 인공지능과 데이터마이닝 기술을 적용한 빅데이터 분석 기획
2022년도 경상남도 빅데이터센터
[포럼] 제 2차 경남 데이터포럼 토론
2022년도 경남연구원
[특강] 인공지능 기술을 활용한 빅데이터 서비스 분석 기획
2022년도 경상남도 빅데이터센터
[특강] 인공지능 기술과 소프트웨어 마이닝 기술을 오픈소스 소프트웨어에 적용
2022년도 경상국립대학교
[특강] SOTA 알고리즘 기반 인공지능, 빅데이터 서비스 분석 기획
2022년도 경상남도 빅데이터센터
[발표] 오픈소스 소프트웨어에서의 버그 정정 관리를 위한 지능형 프레임워크
한국소프트웨어공학학술대회 2022 신진연구자 발표
[연구] 창원과학고등학교 인공지능 R&E 연구 활동
창원과학고등학교
[TV 강연] 4차 산업혁명에 대비한 인공지능 교육
2021년도 교육방송 EDUTV
[특강] 인공지능 서비스 중심 빅데이터 분석 기획
2021년도 경상남도 빅데이터센터
[특강] 인공지능을 완성하는 강화학습 기반 소프트웨어 기술
2021학년도 창원중앙고등학교
[발표] AI 교육의 미래
2021학년도 경남대학교 교육문제연구소 3차 포럼 발표
[특강] 빅데이터 분석 기획
2021년도 경상남도 빅데이터센터
[발표] 자동 버그 정정 관리를 위한 프레임워크
한국소프트웨어종합학술대회 2020 박사포럼 발표