Research output per year
Research output per year
Personal profile
Education
(Ph.D.) Pohang University of Science and Technology (POSTECH), 2022
(B.S.) Pohang University of Science and Technology (POSTECH), 2016
Professional Experience
Postdoctoral Researcher, Seoul National University (2022-2024)
Research Intern, Qualcomm (2020)
Research Intern, IBM T.J. Watson Research Center (2019)
Awards
Samsung Humantech Paper Award - Gold Prize (2019)
Fingerprint
Dive into the research topics where Yulhwa Kim is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
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
-
Column-wise Quantization of Weights and Partial Sums for Accurate and Efficient Compute-In-Memory Accelerators
Kim, J., Jeon, K. E., Kim, Y. & Ko, J. H., 2025, 2025 Design, Automation and Test in Europe Conference, DATE 2025 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings -Design, Automation and Test in Europe, DATE).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations -
Compute-in-Memory Array Design Using Stacked Hybrid IGZO/Si eDRAM cells
Kim, M., Kim, Y. & Kim, J. J., 2025, 2025 Design, Automation and Test in Europe Conference, DATE 2025 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings -Design, Automation and Test in Europe, DATE).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
-
FIGNA: Integer Unit-Based Accelerator Design for FP-INT GEMM Preserving Numerical Accuracy
Jang, J., Kim, Y., Lee, J. & Kim, J. J., 2024, Proceedings - 2024 IEEE International Symposium on High-Performance Computer Architecture, HPCA 2024. IEEE Computer Society, p. 760-773 14 p. (Proceedings - International Symposium on High-Performance Computer Architecture).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
26 Scopus citations -
Mixture of Scales: Memory-Efficient Token-Adaptive Binarization for Large Language Models
Jo, D., Kim, T., Kim, Y. & Kim, J. J., 2024, In: Advances in Neural Information Processing Systems. 37Research output: Contribution to journal › Conference article › peer-review
3 Scopus citations -
SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks
Song, J., Oh, K., Kim, T., Kim, H., Kim, Y. & Kim, J. J., 2024, In: Proceedings of Machine Learning Research. 235, p. 46136-46155 20 p.Research output: Contribution to journal › Conference article › peer-review
5 Scopus citations