Members
Members
Professor (Principal Investigator)
Assistant Professor
Department of Computer Engineering
Kumoh National Institute of Technology (KIT), Republic of Korea
Research area
Artificial intelligence, Machine learning, Optimization
Theory of AI and machine learning, Computational intelligence theory
Mathematical modeling and analysis for AI, machine learning, and optimization algorithms
Learning mechanism, Learning and optimization algorithms for machine learning and deep learning
Non-linear optimization, Convex/non-convex optimization, Approximate optimization methods
Evolutionary computation, Metaheuristics, Soft computing, Nature-inspired AI algorithms
Applications utilizing AI, machine learning, deep learning, and optimization algorithms
Professional Experience
2022.03. ~ Current. Assistant Professor, Dept. of Computer Engineering, Kumoh National Institute of Technology (KIT)
2024.01. ~ Current. Director (Board Member), Korean Institute of Information Technology (KIIT)
2023.01. ~ Current. Director (Board Member), Hanyang University Alumni Association
2020.09. ~ 2022.02. Postdoctoral Researcher, Center for Computational Social Science, Hanyang University
Education
Ph.D. Dept. of Electronics and Computer Engineering, Graduate School, Hanyang University (2020.08.)
Supervisor: Prof. Yong-Suk Choi (AI Lab. at Hanyang University)
Dissertation: An Efficient and Scalable Problem Decomposition Method for Large-scale Cooperative Coevolutionary Algorithms
Best Ph.D. dissertation award (Dean of the Graduate School, Hanyang University, 2020.08.)
B.S. Dept. of Computer Education, College of Education, Mokpo National University (2011.02.)
Summa cum laude (GPA: 4.44 / 4.5)
Certificate of academic excellence award (President of Mokpo National University, 2011.02.)
Teacher's certificate: Secondary School Teacher (GradeⅡ) of Information & Computer (Ministry of Education)
Students
Email: jiye@kumoh.ac.kr
Research area: Machine learning, Recommendation systems, Personalized services, Intelligent agent
Email: cxz123466@naver.com
Research area: Machine learning, Time series analysis, Web programming
Alumni
Bo-gyeong Jung (B.S., 2026.02) : jungbk03@kumoh.ac.kr
Geon-hu Ma (B.S., 2025.08) : rjsgn159@kumoh.ac.kr
Ji-Yeon Kim (B.S., 2025.02) : winkymanjy@kumoh.ac.kr