MEMBER

Eunji Yoo 

Contact Information

• Current Affiliation: Samsung Advanced Institute of Technology

• Email: eunjiyoo[at]postech.ac.kr

Educational Backgrounds

• [2022/02~2024/02] M.S. in Electrical Engineering, POSTECH, Pohang, Korea

• [2013/03~2017/02] B.S. in Electronic Convergence Engineering, University of Kwangwoon, Seoul, Korea 

Professional Experiences

• [2024/03~Present] Engineer, Samsung Advanced Institute of Technology

• [2022/02~2024/02] Research Assistant, Dept. Electrical Engineering, POSTECH, Pohang, Korea

• [2017/01~2021/12] Application Engineer, Vieworks, Anyang-si, Republic of Korea

Research Interests

• Intelligent Mobile System-on-Chip

• ASIC/FPGA Implementation

• Deep Learning

Publications (with EPIC LAB)

• International Conference Proceedings

  1. Eunji Yoo+, Gunho Park+, Jung Gyu Min, Se Jung Kwon, Baeseong park, Dongsoo Lee, and Youngjoo Lee*, "TF-MVP: Novel sparsity-aware transformer accelerator with mixed-length vector pruning," Design Automation Conference (DAC), San Francisco, CA, USA, July 2023.

  2. Younghoon Byun+, Seungsik Moon+, Baeseong Park, Se Jung Kwon, Dongsoo Lee, Gunho Park, Eunji Yoo, Jung Gyu Min, and Youngjoo Lee*, "Sparsity-aware memory interface architecture using stacked XORNet compression for accelerating pruned-DNN models," Conference on Machine Learning and Systems (MLSys), Miami, FL, USA, June 2023. 

• Domestic Journal Papers

  1. 류은지, 이영주*, "효율적 Transformer 모델 경량화를 위한 구조화된 프루닝," 반도체공학회 논문지, vol. 1, no. 1, pp. 23-30, Oct. 2023.

• Domestic Conference Proceedings

  1. 류은지, 이영주*, "혼합 길이 벡터 프루닝을 이용한 새로운 희소성 인식 transformer 가속기," 반도체공학회 종합학술대회, Dec. 2023.

Awards and Honors

• Best MS Thesis Award, POSTECH EE, 2024.