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Dive into the research topics where Jy-yong Sohn 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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Aligning large language models for cognitive behavioral therapy: a proof-of-concept study
Kim, Y., Choi, C. H., Cho, S., Sohn, J. Y. & Kim, B. H., 2025, In: Frontiers in Psychiatry. 16, 1583739.Research output: Contribution to journal › Article › peer-review
Open Access -
A Theoretical Framework for Preventing Class Collapse in Supervised Contrastive Learning
Lee, C., Oh, J., Lee, K. & Sohn, J. Y., 2025, In: Proceedings of Machine Learning Research. 258, p. 487-495 9 p.Research output: Contribution to journal › Conference article › peer-review
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Buffer-based Gradient Projection for Continual Federated Learning
Dai, S., Sohn, J. Y., Chen, Y., Alam, S. M. I., Balakrishnan, R., Banerjee, S., Himayat, N. & Lee, K., 2025, In: Transactions on Machine Learning Research. 2025-JanuaryResearch output: Contribution to journal › Article › peer-review
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FinDER: Financial Dataset for Question Answering and Evaluating Retrieval-Augmented Generation
Choi, C., Kwon, J., Ha, J., Choi, H., Kim, C., Lee, Y., Sohn, J. Y. & Lopez-Lira, A., 2025 Nov 14, ICAIF 2025 - 6th ACM International Conference on AI in Finance. Association for Computing Machinery, Inc, p. 638-646 9 p. (ICAIF 2025 - 6th ACM International Conference on AI in Finance).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Measuring Representational Shifts in Continual Learning: A Linear Transformation Perspective
Kim, J., Kim, Y. & Sohn, J. Y., 2025, In: Proceedings of Machine Learning Research. 267, p. 30267-30289 23 p.Research output: Contribution to journal › Conference article › peer-review