MEMBER

Sunwoo Yoo

Ph.D. Student,

Department of Electrical Engineering,

Pohang University of Science and Technology (POSTECH)

Contact Information

• Address : #4219, Information & Electronics Building (E3-2), KAIST, Daejeon, Korea

• Email : swyoo23[at]postech.ac.kr

• Office : +82-(0)42-350-7579

Educational Backgrounds

• [2022/09~Present] Ph.D. Candidate in Electrical Engineering, POSTECH, Pohang, Korea

• [2020/09~2022/08] M.S. in Electrical Engineering, POSTECH, Pohang, Korea

• [2015/03~2019/08] B.S. in Biomedical Engineering, Kyunghee University, Suwon, Korea

Professional Experiences

• [2025/03~Present] Visiting Researcher, Sch. Electrical Engineering, KAIST, Daejeon, Korea

• [2020/08~Present] Research Assistant, Dept. Electrical Engineering, POSTECH, Pohang, Korea

Research Interests

• Intelligent Mobile System-on-Chip

• HW/SW Co-design

• ASIC/FPGA Implementation

• Deep Learning

Publications

• International Journal Papers

  1. [Accepted] Sunwoo Yoo, Seungwoo Hong, Dongyun Kam, and Youngjoo Lee*, "A lightweight ML-based ECG classification system using self-personalized anomaly detector," IEEE Journal of Biomedical and Health Informatics.

• International Conference Proceedings

  1. Dongyun Kam, Myeongji Yun, Sunwoo Yoo, Seungwoo Hong, Zhengya Zhang, and Youngjoo Lee*, "Panacea: Novel DNN accelerator using accuracy-preserving asymmetric quantization and energy-saving bit-slice sparsity," IEEE International Symposium on High-Performance Computer Architecture (HPCA), Las Vegas, NV, USA, Mar. 2025.

  2. Myeongji Yun, Seungwoo Hong, Sunwoo Yoo, Sungmin Park, Junho Kim, Youngjoo Lee*, "Lightweight end-to-end stress recognition using binarized CNN-LSTM models," IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS), Incheon, Korea, June 2022.

  3. Sunwoo Yoo, Seungwoo Hong, and Youngjoo Lee*, "Low-complexity on-device ECG classifier using binarized neural network," International SoC Design Conference (ISOCC), Jeju, Korea, Oct. 2021.

• Patents

  1. 이영주, 임광일, 유선우, "조기위암에서 내시경적 절제 후, 추가로 수술해야 하는 적응증을 결정하는 모델," 출원번호: 10-2022-0168122

  2. 이영주, 임광일, 김은영, 유선우, "종양미세환경 주석 프로그램," 출원번호: 10-2022-0168123.

  3. 이영주, 김영석, 유선우, 홍승우, "리소스가 제한된 디바이스를 위한 하드웨어 효율적인 심전도 분류 방법 및 장치," 출원번호: 10-2022-0161456.

Awards and Honors

• Bronze Prize (Circuit Design Section), Samsung Humantech Paper Awards, 2025 

• SK Telecom Award, ICT Challenge, 2022.