About Me
I'm a M.S./Ph.D. combined student in Industrial Engineering at UNIST researching mechanism-aware anomaly detection on irregular time-series via behavior cloning and meta-learning, with a focus on context/constraint-aware, real-world systems.
Research Interests
- Irregularly sampled time-series data analysis
- Time-series anomaly detection (context/constraint-aware)
- Mechanism-based detection via behavior cloning (policy/sequence modeling)
- Meta-learning for rapid cross-domain/task adaptation
Milestones
-
2021.03
– 2024.08
B.S. in Industrial Engineering
Ulsan National Institute of Science and Technology (UNIST)
-
2023.06
– 2024.08
Undergraduate Intern
Ulsan National Institute of Science and Technology (UNIST), Data Analytics Lab
-
2024.09
–
M.S./Ph.D. Combined Program, Industrial Engineering
Ulsan National Institute of Science and Technology (UNIST), Data Analytics Lab
Current Work
- Anomaly detection on AIS data using policy extraction