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Dive into the research topics where Jinkyu Kim is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Parameter-Efficient 12-Lead ECG Reconstruction from a Single Lead
Lee, J., Yoo, Y., Kim, J., Lim, D., Yang, G. & Yoo, C., 2026, Medical Image Computing and Computer Assisted Intervention, MICCAI 2025 - 28th International Conference, 2025, Proceedings. Gee, J. C., Hong, J., Sudre, C. H., Golland, P., Alexander, D. C., Iglesias, J. E., Venkataraman, A. & Kim, J. H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 431-441 11 p. (Lecture Notes in Computer Science; vol. 15961 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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PRCSL: A privacy-preserving continual split learning framework for decentralized medical diagnosis
Eom, J., Kang, M., Yoon, M., Dutt, N., Kim, J. & Lee, J., 2026 Mar, In: Machine Learning with Applications. 23, 100828.Research output: Contribution to journal › Article › peer-review
Open Access -
Clustering-based Image-Text Graph Matching for Domain Generalization
Park, N., Chae, D., Shim, J., Kim, S., Kim, E. S. & Kim, J., 2025, Pattern Recognition - 27th International Conference, ICPR 2024, Proceedings. Antonacopoulos, A., Chaudhuri, S., Chellappa, R., Liu, C.-L., Bhattacharya, S. & Pal, U. (eds.). Springer Science and Business Media Deutschland GmbH, p. 390-406 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15310 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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DeepAries: Adaptive Rebalancing Interval Selection for Enhanced Portfolio Selection
Kim, J., Yi, H., Gim, M., Choi, D. & Kang, J., 2025 Nov 10, CIKM 2025 - Proceedings of the 34th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, Inc, p. 5780-5787 8 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
Open Access -
DiffExp: Efficient Exploration in Reward Fine-tuning for Text-to-Image Diffusion Models
Chae, D., Choi, J. S., Kim, J. & Lee, K., 2025 Apr 11, In: Proceedings of the AAAI Conference on Artificial Intelligence. 39, 15, p. 15696-15703 8 p.Research output: Contribution to journal › Conference article › peer-review
Open Access
Press/Media
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Shin & Kim Launches White-Collar Criminal Defense Team, A Complete Solution for Handling White-Colla
Kim, J. S., Noh, J. H. & Kim, J.
26/4/16
1 item of Media coverage
Press/Media: Press / Media
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Studies from Seoul National University Hospital Provide New Data on Insulin Resistance (Impact of Lifestyle on the Association between Ambient Air Pollution and Insulin Resistance)
26/4/16
1 item of Media coverage
Press/Media: Press / Media
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Findings on Hematopoiesis Reported by Researchers at Seoul National University (Clonal Hematopoiesis and Risk of Trastuzumab-Related Cardiotoxic Effects)
Noh, J. H., Lee, E.-J. & Kim, J.
26/4/14
1 item of Media coverage
Press/Media: Press / Media
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Researchers at Seoul National University College of Medicine Describe Findings in Glioblastomas (Tumor habitat analysis using multiparametric MRI as a noninvasive correlate of longitudinal changes in telomerase activity in recurrent ...)
Kim, J., Noh, J. H., Kim, J. & Kim, J.
26/4/13
1 item of Media coverage
Press/Media: Press / Media