MEMBER
Hyeokjun Kwon
Ph.D. Student,
Department of Electrical Engineering,
Pohang University of Science and Technology (POSTECH)
Contact Information
Address : #308, Science Building II, POSTECH, Pohang, Korea
Email : kwon36hj[at]postech.ac.kr
Office : +82-(0)54-279-5587
Educational Backgrounds
[2021/02~Present] Ph.D. Candidate in Electrical Engineering, POSTECH, Pohang, Korea
[2019/02~2021/02] M.S. in Electrical Engineering, POSTECH, Pohang, Korea
[2015/03~2019/02] B.S. in Electronics Engineering, Kyungpook National University, Daegu, Korea
Professional Experiences
[2019/02~Present] Research Assistant, Dept. Electrical Engineering, POSTECH, Pohang, Korea
Research Interests
Embedded System Architecture
ASIC/FPGA Implementation
Microprocessor
Deep Learning
Publications
International Journal Papers
Hyeokjun Kwon, Younghoon Byun, Seokhyeong Kang, and Youngjoo Lee*, "CHAMP: Channel merging process for cost-efficient highly-pruned CNN acceleration," IEEE Transactions on Circuits and Systems I: Regular vol. 69, no. 8, pp. 3308-3319, Aug. 2022.
International Conference Proceedings
Hyunhoon Lee+, Hyeokjun Kwon+, and Youngjoo Lee*, "A 2.7~13.3 uJ/boot/slot flexible RNS-CKKS processor in 28nm CMOS technology for FHE-based privacy-preserving computing," IEEE International Solid-State Circuits Conference (ISSCC), San Francisco, CA, USA, Feb. 2024.
Gyuhyun Jung, Hyeokjun Kwon, Hyunhoon Lee, and Youngjoo Lee*, "Fast estimation of NTT/INTT accelerator costs for RNS-based homomorphic encryption," International SoC Design Conference (ISOCC), accepted for presentation.
Dongyoung Rim, Hyeokjun Kwon, and Youngjoo Lee*, "Algorithm-hardware co-optimization for cost-efficient ML-based ISP accelerator," IEEE International Symposium on Circuits and Systems (ISCAS), Austin, TX, USA, May 2022.
Domestic Conference Proceedings
권혁준, 김미정, 김영석, 이영주*, "비정형 축구경기 영상의 실시간 분석을 위한 최적화 방법," 대한전자공학회 하계종합학술대회, Aug. 2020.
Patents
이영주, 권혁준, 김영석, "컨벌루션 레이어의 연산 최적화 방법 및 컨벌루션 신경망 가속기," 출원번호: 10-2022-0160902.