Jiseok Youn

Profile

• Ph.D. Student

• Network Laboratory (NETLAB)

• Department of Electrical and Computer Engineering (ECE)

• Seoul National University

• Address: Room 304, BLDG 132, Seoul National University, Gwanak-ro 1, Gwanak-gu, Seoul, South Korea (08826)

• Office: +82-2-880-8434

• Fax: +82-2-880-8198

• E-mail: jsyoun@netlab.snu.ac.kr

Education

• 2013.03 ~ 2019.02: School of Electrical and Computer Engineering, University of Seoul, B.S.

Research Interests

• 6G

• Embedded AI

• Internet of Things (IoT)

• DNN quantization

• DNN pruning

• Meta-learning

• Federated learning

• Split learning

Publications

International Conferences 

1. Hongchan Kim, Jiseok Youn, Hyung-Sin Kim, Sung-Guk Yoon, and Saewoong Bahk, "Demo: Mobility Enhanced RPL for General Mobility Scenarios," IEEE WCNC 2020 (demo), Online, May. 25-28, 2020. [PDF]

2. Jiseok Youn, Jaehun Song, Hyung-Sin Kim, and Saewoong Bahk, "Bitwidth-Adaptive Quantization-Aware Neural Network Training: A Meta-Learning Approach," to appear in ECCV 2022, Tel-Aviv, Israel, Oct. 23-27, 2022. (Acceptance Ratio: 1650/5803 = 28%)

Domestic Conferences

1. 윤지석, 김홍찬, 박세웅, "제한적 데이터를 이용하는 정현파 함수 회귀에 대한 다양한 전이 학습 시나리오에서의 MAML의 적합성에 관한 연구," 한국통신학회 하계종합학술발표회 2020 (동영상세션), Aug. 13, 2020. [PDF]

2. 윤지석, 박세웅, "A Study on the Quantization-Aware Training Techniques for Better Efficiency," 한국통신학회 제 31회 통신정보 합동학술대회 2021, Apr. 28-30, 2021. [PDF]

3. 윤지석, 이강현, 박세웅, "적응적 인공지능 활용 통신 시스템을 위한 전이 학습 및 메타학습 기술의 다방면으로의 적용 연구 동향," 한국통신학회 하계종합학술발표회 2022, Jun. 22-24, 2022. [PDF]