Personal profile
Education
(Ph.D.) 2008 Computer Science, KAIST
(M.S.) 2004 Computer Science, KAIST
(B.S.) 1998 Computer Science, Kyungpook National University
(Ph.D.) 2008 한국과학기술원 전산학과
(M.S.) 2004 한국과학기술원 전산학과
(B.S.) 1998 경북대학교 컴퓨터과학과
Professional Experience
2016 – Present Associate Professor, Sungkynwan University
2012 – 2015 Research Professor, Sungkynwan University
2008 – 2011 Senior Engineer, Samsung Electronics
2004 – 2005 Visiting Researcher, North Carolina State University
2016 – 현재 성균관대학교 소프트웨어대학 조교수
2012 – 2015 성균관대학교 정보통신대학 연구교수
2008 – 2011 삼성전자 네트워크 사업부 책임연구원
2004 – 2005 North Carolina State University 방문연구원
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Collaborations and top research areas from the last five years
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Cross-Domain Semantic Segmentation on Inconsistent Taxonomy Using VLMs
Lim, J. & Kim, Y., 2025, Computer Vision – ECCV 2024 - 18th European Conference, Proceedings. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 18-35 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15123 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Scopus citations -
Graph-Assisted Stitching for Offline Hierarchical Reinforcement Learning
Baek, S., Park, T., Park, J., Oh, S. & Kim, Y., 2025, In: Proceedings of Machine Learning Research. 267, p. 2391-2408 18 p.Research output: Contribution to journal › Conference article › peer-review
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Implementation of reinforcement learning for enhanced pressure control in a 190,000-barrel crude distillation unit: The first full-scale commercial deployment
Seo, D., Kim, D., Son, H. & Kim, Y., 15 Sep 2025, In: Engineering Applications of Artificial Intelligence. 156, 110907.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
Self-supervised risk factor model using dual Recurrent State Space Models
Lee, J. H., Oh, S., Park, J., Kim, D. H. & Kim, Y., 27 Sep 2025, In: Knowledge-Based Systems. 326, 114036.Research output: Contribution to journal › Article › peer-review
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Temporal Distance-aware Subgoal Generation for Offline Hierarchical Reinforcement Learning
Park, T., Baek, S., Park, J., Oh, S. & Kim, Y., 10 Nov 2025, CIKM 2025 - Proceedings of the 34th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, Inc, p. 2305-2314 10 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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