Research output per year
Research output per year
Personal profile
Education
- 2012 Ph.D., Hanyang University
- 2007 M.S., Hanyang University
- 2005 B.S., Hanyang Universtiy
- 2007 M.S., Hanyang University
- 2005 B.S., Hanyang Universtiy
Professional Experience
- 2020-present Senior Researcher, Division of Nanotechnology, DGIST
- 2023-present Adjunct Assistant Professor, Department of Electrical Engineering and Computer Science, DGIST
- 2016-2020 Senior Researcher, Bigdata Anaytics Team, Hyundai Heavy Industries
- 2013-2016 Post-Doc, Computer Science Department, Carnegie Mellon University
- 2012-2013 Research Professor, Hanyang University
- 2023-present Adjunct Assistant Professor, Department of Electrical Engineering and Computer Science, DGIST
- 2016-2020 Senior Researcher, Bigdata Anaytics Team, Hyundai Heavy Industries
- 2013-2016 Post-Doc, Computer Science Department, Carnegie Mellon University
- 2012-2013 Research Professor, Hanyang University
Research Interests
- Process Optimization in Smart Factory
- Recommendation Systems
- Few-Shot Learning
- Social Network Analysis
- Recommendation Systems
- Few-Shot Learning
- Social Network Analysis
Major Research Achievements
- 2005, HumanTech Paper Award sponsored by Samsung Electronics
- 2007, KIISE Paper Award sponsored by Microsoft Korea
- 2016, IEEE IC-NIDC 2016 Best paper award, "Scalable Collaborative Filtering Based on Efficient Identification of Similar Users"
- 2007, KIISE Paper Award sponsored by Microsoft Korea
- 2016, IEEE IC-NIDC 2016 Best paper award, "Scalable Collaborative Filtering Based on Efficient Identification of Similar Users"
URL
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Logical Anomaly Detection with Text-based Logic via Component-Aware Contrastive Language-Image Training
Lee, S. E., Kim, S., An, S., Lee, S. C. & Park, S. H., 3 Aug 2025, KDD 2025 - Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1274-1285 12 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. 2).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Motion-Based Bird-UAV Classification Using 3D-CNN for Long-Range Anti-UAV Systems
Jin, W. C., Oh, D., Lee, S. C. & Choi, J. W., 10 Nov 2025, CIKM 2025 - Proceedings of the 34th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, Inc, p. 6867-6868 2 p. (CIKM 2025 - Proceedings of the 34th ACM International Conference on Information and Knowledge Management).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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False Alarm Prevention Through Domain Knowledge-Driven Machine Learning: Leakage Detection in Water Distribution Networks
Lee, S., Chae, J., Moon, S., Lee, S. C. & Park, K. J., 2024, In: IEEE Sensors Journal. 24, 19, p. 31538-31550 13 p.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
Practical algorithms for weakly flexible job scheduling for smart mold component process
Zhou, X., Chae, D. K. & Lee, S. C., Nov 2024, In: Future Generation Computer Systems. 160, p. 197-211 15 p.Research output: Contribution to journal › Article › peer-review
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Temporal Patterns of Angular Displacement of Endosomes: Insights into Motor Protein Exchange Dynamics
Jin, S., Ahn, Y., Park, J., Park, M., Lee, S. C., Lee, W. J. & Seo, D., 7 Aug 2024, In: Advanced Science. 11, 29, 2306849.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations