Assistant Professor
Department of Industrial Engineering / Department of Data Science, Seoul National University of Science and Technology
Tel.: +82-(0)2-970-6485
Mail: jaewoong@seoultech.ac.kr
Office: 611 Frontier Hall
Work Experiences
Assistant Professor, Department of Industrial Engineering / Data Science, Seoul National University of Science and Technology (2022 - Present)
Team leader, AI team, RTM (2021)
Engineer, Quality Assurance, Memory Business, Samsung Electronics (2016 - 2018)
Education
Ph.D., Industrial Engineering, Seoul National University (2018 - 2021)
M.S., Industrial Engineering, Seoul National University (2014 - 2016)
B.S., Industrial Engineering, Seoul National University (2008 - 2014)
김대영 (Daeyoung Kim)
Research Interest: Time series analysis, Anomaly detection
Email: kdy99@seoultech.ac.kr
한지석 (Jiseok Han)
Research Interest: Anomaly detection, Computer vision
Email: jiseok@seoultech.ac.kr
Phal Kimheng
Research Interest: Data Mining, Machine Learning/AI
Email: kimheng.seoultech@gmail.com
조예린 (Yerin Cho)
Research Interest: Foundation model, LLM agents
Email: yerin24@seoultech.ac.kr
이성호 (Sungho Lee)
M.S., Department of Data Science, Seoul National University of Science and Technology, 2024.08.
Thesis: Environmentally Robust Defect Classification with Domain Augmentation Framework
허준봉 (Junbong Heo)
M.S., Department of Data Science, Seoul National University of Science and Technology, 2024.08.
Thesis: Knowledge distillation for cost effective fault prediction in manufacturing process
배소희 (Sohee Bae)
M.S., Department of Data Science, Seoul National University of Science and Technology, 2025.02.
Thesis: Cost-effective active learning for anomaly detection task
박정원 (Jeongwon Park)
M.S., Department of Data Science, Seoul National University of Science and Technology, 2025.08.
Thesis: Explainable multivariate time-series anomaly detection based on reconstruction of inter-variable relationship structures
최봉준 (Bongjun Choi)
M.S., Department of Data Science, Seoul National University of Science and Technology, 2026.02.
Thesis: Prototyping Inter-variable Relationships for Explainable Multivariate Time-Series Anomaly Detection
김나연 (Nayeon Kim)
M.S., Department of Data Science, Seoul National University of Science and Technology, 2026.02.
Thesis: Optimizing the Utilization of Unreliable Samples for Test-Time Adaptation
Bat Orgil Bold Erdene
M.S., Department of Data Science, Seoul National University of Science and Technology, 2026.08.
Thesis: Multimodal Fake News Early Detection via Emotion-Aware LLM-Generated Social Responses
Undergraduate
김지원 (Jeewon Kim), B.S., Department of Industrial Engineering (ITM), Seoul National University of Science and Technology, 2024.02.
양정열 (Jeongyeol Yang), B.S., Department of Industrial Engineering (IISE), Seoul National University of Science and Technology, 2024.02.
최봉준 (Bongjun Choi), B.S., Department of Industrial Engineering (IISE), Seoul National University of Science and Technology, 2024.02.
손민혁 (Minhyeok Son), B.S., Department of Industrial Engineering (IISE), Seoul National University of Science and Technology, 2025.02.