MEMBER

Jin Hyun

Ph.D. Student (Integrated Ph.D. Program),

Department of Electrical Engineering,

Pohang University of Science and Technology (POSTECH)

Contact Information

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

• Email : hyunj[at]postech.ac.kr (or jinhyun.epiclab[at]gmail.com)

• Office : +82-(0)42-350-7579

Educational Backgrounds

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

• [2018/03~2022/08] B.S. in Electrical Engineering, POSTECH, Pohang, Korea

Professional Experiences

• [2025/08~Present] Visiting Researcher, Sch. Electrical Engineering, KAIST, Daejeon, Korea

• [2020/07~Present] Research Assistant, Dept. Electrical Engineering, POSTECH, Pohang, Korea

Research Interests

• Intelligent Mobile System-on-Chip

• Digital Signal Processing Hardware Architectrue

• ASIC/FPGA Implementation

• Deep Learning

Publications

• International Journal Papers

  1. Wonhee Lee+, Jin Hyun+, Seung-Ick Choi, Sangbu Yun, Kwangho Chung, Seok Jong Chung, Jun Kyu Hwang, Eun Joo Yang, Youngjoo Lee*, and Na Young Kim*, "Distinguishing pathologic gait in older adults using instrumented insoles and deep neural networks," IEEE Journal of Biomedical and Health Informatics, vol. 29, no. 7, pp. 4758-4768, July 2025.

• International Conference Proceedings

  1. [Accepted] Seungwoo Hong, Jung Gyu Min, Jin Hyun, Jaehee Kim, Dongyun Kam, Eunji Yoo, Pilsu Kim, Jaehyung Yoo, Hyoung-Euk Lee, and Youngjoo Lee*, "FPGA-based real-time ISP accelerator using low-cost line buffers and non-linear functions," IEEE Asia Pacific Conference on Circuits and Systems (APCCAS), Busan, Korea, Oct. 2025.

  2. Jin Hyun, Kwangho Chung, Wonhee Lee, Seungick Choi, Youngjoo Lee, and Nayoung Kim*, "Assessing gait improvement after total knee arthroplasty using smart insole and deep neural network", International Conference of the Korean Academy of Rehabilitation Medicine, Incheon, Korea, Oct. 2023.

  3. Wonhee Lee, Jin Hyun, Seungick Choi, Sangbu Yun, Youngjoo Lee, and Nayoung Kim*, "Distinguishing pathologic gait in the elderly by using instrumented insole and deep neural networks", International Conference of the Korean Academy of Rehabilitation Medicine, Incheon, Korea, Oct. 2023.

  4. Nayoung Kim*, Seungick Choi, Sangbu Yun, Jin Hyun, Wonhee Lee, and Youngjoo Lee*, "Classification of pathological gait using smart insole and machine-learning algorithm", International Conference of the Korean Academy of Rehabilitation Medicine, Incheon, Korea, Oct. 2022.

  5. Jin Hyun, Seungsik Moon, and Youngjoo Lee*, "Low-complexity voice activity detection algorithm for edge-level device," International SoC Design Conference (ISOCC), Jeju, Korea, Oct. 2021. (Best Paper Award)

• Domestic Conference Proceedings

  1. 류정현, 현진, 이영주*, "Look-up Table 최적화를 통한 효율적인 Softmax 연산기 설계," 반도체공학회 하계학술대회, July 2024.

  2. 현진, 류동헌, 정강민, 이영주*, "VoiceID: 딥러닝 기반 음성인식을 통한 모바일 보안 솔루션," 대한전자공학회 하계종합학술대회, July 2021.

• Patents

  1. 이영주, 현진, 홍승우, "비선형 함수를 근사하는 방법 및 그 전자장치, 비선형 함수의 연산을 수행하는 전자 장치," 출원번호: 10-2023-0100434

  2. Youngjoo Lee, Seungwoo Hong, and Jin Hyun, "Method and electronic device with non-linear function," Application Number: US18/781,624.

  3. 김나영, 이원희, 최승익, 이영주, 현진, "상용화된 스마트 깔창을 이용한 딥러닝 기반의 노인의 보행 이상 분류 시스템 및 방법," 출원번호: 10-2024-0166782

Awards and Honors

• Best Paper Award, International SoC Design Conference (ISOCC), 2021