Research output per year
Research output per year
Personal profile
Education
(Ph.D.) 2018. 08 - 2022. 08, School of Electrical Engineering, KAIST
(M.S.) 2016. 03 - 2018. 08, School of Electrical Engineering, KAIST
(B.S.) 2010. 02 - 2016. 02, Department of Mathematical Science, KAIST
(Ph.D.) 2018. 08 - 2022. 08, 전기및전자공학부, KAIST
(M.S.) 2016. 03 - 2018. 08, 전기및전자공학부, KAIST
(B.S.) 2010. 02 - 2016. 02, 수리과학과, KAIST
Professional Experience
2024. 03 - Present, Assistant Professor, Department of Computer Science and Engineering, Sungkyunkwan University
2023. 02 - 2024. 02, Research Scientist, LG AI Research
2022. 11 - 2023. 02, Postdoctoral Researcher, KAIST
2024. 03 - 현재, 조교수, 성균관대학교 소프트웨어학과
2023. 02 - 2024. 02, 연구원, LG AI 연구원
2022. 11 - 2023. 02, 박사후연구원, KAIST
Fingerprint
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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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Diffusion-based Semantic Outlier Generation via Nuisance Awareness for Out-of-Distribution Detection
Yoon, S., Yoon, S., Sim, Y. S., Choi, S., Lee, K., Cho, H. S., Lee, H. & Lim, W., 11 Apr 2025, Special Track on AI Alignment. Walsh, T., Shah, J. & Kolter, Z. (eds.). 12 ed. Association for the Advancement of Artificial Intelligence, p. 13078-13086 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 39, no. 12).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access1 Scopus citations -
Few-Shot Anomaly Detection via Personalization
Kwak, S., Jeong, J., Lee, H., Kim, W., Seo, D., Yun, W., Lee, W. & Shin, J., 2024, In: IEEE Access. 12, p. 11035-11051 17 p.Research output: Contribution to journal › Article › peer-review
Open Access8 Scopus citations -
Holistic Molecular Representation Learning via Multi-view Fragmentation
Kim, S., Nam, J., Kim, J., Lee, H., Ahn, S. & Shin, J., 2024, In: Transactions on Machine Learning Research. 2024Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Learning Equi-Angular Representations for Online Continual Learning
Seo, M., Koh, H., Jeung, W., Lee, M., Kim, S., Lee, H., Cho, S., Choi, S., Kim, H. & Choi, J., 2024, Proceedings - 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024. IEEE Computer Society, p. 23933-23942 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
13 Scopus citations -
Enhancing Multiple Reliability Measures via Nuisance-Extended Information Bottleneck
Jeong, J., Yu, S., Lee, H. & Shin, J., 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. IEEE Computer Society, p. 16206-16218 13 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2023-June).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access1 Scopus citations