Research output per year
Research output per year
Personal profile
Education
- 2020 Ph.D., University of California San Diego
- 2011 B.S., Seoul National University
- 2011 B.S., Seoul National University
Professional Experience
- 2020-present Professor, Department of Electrical Engineering and Computer Science, DGIST
- 2017.05-2017.09 Researcher, DCG (Data Center Group), Intel,
- 2015.06-2015.09 Researcher, SCL (Strategic CAD Lab.), Intel
- 2014.06-2014.09 Researcher, ASEL (Advanced System Engineering Lab.), Samsung Research America
- 2017.05-2017.09 Researcher, DCG (Data Center Group), Intel,
- 2015.06-2015.09 Researcher, SCL (Strategic CAD Lab.), Intel
- 2014.06-2014.09 Researcher, ASEL (Advanced System Engineering Lab.), Samsung Research America
Research Interests
- Next-Generation Computing
- HD Computing for Cognitive learning
- Machine Learning
- In-Memory Computing
- Operating Systems
- Computer Architecture
- HD Computing for Cognitive learning
- Machine Learning
- In-Memory Computing
- Operating Systems
- Computer Architecture
Major Research Achievements
- Algorithm-Hardware Co-Design for Ecient Brain-Inspired Hyperdimensional Learning on Edge, Best Paper Award in IEEE/ACM Design Automation and Test in Europe Conference (DATE), 2022
- GenieHD: Ecient DNA Pattern Matching Accelerator Using Hyperdimensional Computing, Best Paper Nominated in IEEE/ACM Design Automation and Test in Europe Conference (DATE), 2020
- GenieHD: Ecient DNA Pattern Matching Accelerator Using Hyperdimensional Computing, Best Paper Nominated in IEEE/ACM Design Automation and Test in Europe Conference (DATE), 2020
URL
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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 Generative System Surrogates for Scalable Learning-Driven Optimization in Virtual Playgrounds
Lee, J., Kim, S., Jang, S., Park, J. & Kim, Y., 9 Jun 2025, SIGMETRICS Abstracts 2025 - Abstracts of the 2025 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems. Association for Computing Machinery, Inc, p. 43-45 3 p. (SIGMETRICS Abstracts 2025 - Abstracts of the 2025 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Diffusion-Based Generative System Surrogates for Scalable Learning-Driven Optimization in Virtual Playgrounds
Lee, J., Kim, S., Jang, S., Park, J. & Kim, Y., 29 May 2025, In: Proceedings of the ACM on Measurement and Analysis of Computing Systems. 9, 2, 20.Research output: Contribution to journal › Article › peer-review
Open Access -
Exploiting Boosting in Hyperdimensional Computing for Enhanced Reliability in Healthcare
Jeong, S. H., Barkam, H. E., Yun, S., Kim, Y., Angizi, S. & Imani, M., 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 -
FlexNeRFer: A Multi-Dataflow, Adaptive Sparsity-Aware Accelerator for On-Device NeRF Rendering
Noh, S. H., Shin, B., Choi, J., Lee, S., Kung, J. & Kim, Y., 21 Jun 2025, ISCA 2025 - Proceedings of the 52nd Annual International Symposium on Computer Architecture. Institute of Electrical and Electronics Engineers Inc., p. 1894-1909 16 p. (Proceedings - International Symposium on Computer Architecture).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access1 Scopus citations -
Late Breaking Results: Dynamically Scalable Pruning for Transformer-Based Large Language Models
Lee, J., Jang, S., Kim, S., Park, J., Suh, I. H., Chwa, H. S. & Kim, Y., 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