2028 (Expected)
M.S. in Industrial and Systems Engineering
Dongguk University, Seoul, Republic of Korea
Advisor: Dr. Sungbum Jun
Research Interests
Interpretable Machine Learning
·
Operations Research
·
Scheduling
·
Intelligent Manufacturing
Education
2025
B.S. in Industrial and Systems Engineering
Dongguk University, Seoul, Republic of Korea
GPA: 3.73/4.00 · Major GPA: 3.86/4.00 ·
Graduation Honors
Selected Major Coursework (A+):
Management Science 1,
Machine Learning 1,
Production & Operations Management,
Design and Analysis of Experiment,
Advanced Manufacturing Processes,
and Logistics
Working Papers
- Kim, Y., Lee, C., & Jun, S. (2026). BONSAI: A Matheuristic for Depth-Constrained Decision Tree Induction with Multi-Way Splits. Manuscript submitted to INFORMS Journal on Computing.
- Kim, Y., Lee, C., & Jun, S. (2026). DWARF: An Evolutionary Discretization Framework for Accurate and Interpretable Depth-Limited Decision Trees. Manuscript submitted to Swarm and Evolutionary Computation.
Research Experience
Feb.–Aug. 2026
Data Inspiring Camp — Manufacturing Data Analysis
Kia Motors
Decision-tree-based anomaly detection for manufacturing
inspection data
Industry Experience
Jul.–Dec. 2024
Production Planning Intern
Continental, Sejong, Republic of Korea
Presentations
International Conferences
- Kim, Y., Kim, D., Lee, C., & Jun, S. (2026). Minimizing Total Weighted Tardiness in Parallel Machine Scheduling with Sequence-Dependent Setup Times via Fine-Tuned Large Language Models. IISE Annual Conference & Expo 2026, Texas, USA.
- Kim, Y., Lee, C., & Jun, S. (2026). BONSAI: A Matheuristic for Depth-Constrained Decision Tree Induction with Multi-Way Splits. INFORMS Annual Meeting 2026, San Francisco, CA, USA. (Scheduled)
Workshops & Training
Jun. 9–11, 2026
SME Week — Smart Manufacturing Training Program
Apple Manufacturing R&D Accelerator,
POSTECH, Pohang, Republic of Korea
Jan. 26–30, 2026
2025/26 CALOP Winter Lecture
Center for Algorithm and Optimization (CALOP),
POSTECH, Pohang, Republic of Korea
Technical Skills
Programming: Python
·
Optimization: CPLEX
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Simulation: Arena
·
Typesetting: LaTeX
Awards & Scholarships
- Dongguk Founding Scholarship, 2nd Cohort · Full-Tuition Scholarship · 2023–2025
- Honorable Mention, Undergraduate Student Project Competition · Korean Institute of Industrial Engineers (KIIE) · Oct. 2024 Optimization of Waste Collection Vehicle Scheduling Using Metaheuristic Algorithms