Research output per year
Research output per year
Personal profile
Education
2013 Ph. D. in Computer Science and Engineering, Seoul National University
2007 B. Sc. in Computer Science, KAIST
2013 서울대학교 컴퓨터공학부 박사
2007 KAIST 전산학부 학사
Professional Experience
2019-now Assistant Professor at Sungkyunkwan University
2017-2019 Assistant Professor at Hanyang University
2014-2017 Postdoc at University of California, Davis
2013-2014 Postdoc at Seoul National University
2003-2005 Software Engineer at SOFTMAX CO., LTD
2019-현재 성균관대학교 조교수
2017-2019 한양대학교 조교수
2014-2017 UC Davis 박사후 연구원
2013-2014 서울대학교 박사후 연구원
2003-2005 소프트맥스 엔지니어
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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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“What is your MBTI?”: Predicting the personality types using hierarchical attention and graph learning
Yang, M., Kim, J., Kim, M. & Han, J., 1 Feb 2026, In: Expert Systems with Applications. 297, 129295.Research output: Contribution to journal › Article › peer-review
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Building the world’s first truly global medical foundation model
The Global RETFound Consortium, Nov 2025, In: Nature Medicine. 31, 11, p. 3580-3585 6 p.Research output: Contribution to journal › Letter › peer-review
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CAMEL: Confidence-Aware Multi-Task Ensemble Learning with Spatial Information for Retina OCT Image Classification and Segmentation
Jung, J., Yang, M., Won, H., Kim, J., Han, J. M., Hwang, J. S., Hwang, D. D. J. & Han, J., 2025, Proceedings - 2025 IEEE Winter Conference on Applications of Computer Vision, WACV 2025. Institute of Electrical and Electronics Engineers Inc., p. 8947-8957 11 p. (Proceedings - 2025 IEEE Winter Conference on Applications of Computer Vision, WACV 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Counselor-AI Collaborative Transcription and Editing System for Child Counseling Analysis
Lee, H., Lee, J., Yang, M., Lee, D., Song, H., Han, Y. & Han, J., 24 Mar 2025, IUI 2025 - Proceedings of the 2025 International Conference on Intelligent User Interfaces. Association for Computing Machinery, p. 425-445 21 p. (International Conference on Intelligent User Interfaces, Proceedings IUI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations -
HiDF: A Human-Indistinguishable Deepfake Dataset
Kang, C., Jeong, S., Lee, J., Choi, D., Woo, S. S. & Han, J., 3 Aug 2025, KDD 2025 - Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 5527-5538 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
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