Education

• Ph.D. Student in Computer Science and Engineering, The University of Michigan, 2022 - Present
  Advisor: Dr. Z. Morley Mao
• M.Sc. in Computer Science, KAIST, 2015 - 2017
  Advisor: Dr. Younghee Lee
• B.Sc. in Computer Science and Engineering, Ewha Womans University, 2011 - 2015
  Summa Cum Laude

Publications

• A Novel Sensitivity Metric For Mixed-Precision Quantization With Synthetic Data Generation
  Donghyun Lee*, Minkyoung Cho*, Seungwon Lee, Joonho Song, and Changkyu Choi (*: equal contribution)
  IEEE ICIP 2021
• Contextual Relationship-based Activity Segmentation on an Event Stream in the IoT Environment with Multi-user Activities
  Minkyoung Cho, Younggi Kim, Younghee Lee
  ACM M4IoT 2016 - Workshop on Middleware for Context-Aware Applications in the IoT
• Proactive patrol dispatch surveillance system by inferring mobile trajectories of multiple intruders using binary proximity sensors
  Dahee Jung, Minkyoung Cho, Omprakash Gnawali, HyungJune Lee
  IEEE INFOCOM 2016
• A VC-based Joint Account Operation Scheme for Mobile Banking (Korean)
  Mijin Kim, Minkyoung Cho, Aeyoung Kim, Sang-Ho Lee
  Korea Computer Congress 2013

Patents

• Appratus and Method for Channelwise Neural Network Compression
  Wonjo Lee, Youngmin Oh, and Minkyoung Cho
  U.S. Patent Publication No. US20220114453A1. Apr. 14, 2022.
• Method for Zero-shot Pruning without Retraining
  Minkyoung Cho, Searom Choi, and Seungwon Lee
  U.S. Patent Publication No. US20220108180A1. Apr. 7, 2022.
• Method of Replacing Bilinear Interpolation with Depthwise Transposed Convolution
  Donghyeok Kwon and Minkyoung Cho
  U.S. Patent Publication No. US20220067429A1. Mar. 3, 2022.
• Method and Apparatus for Performing Convolution Operations
  Songyi Han, Minkyoung Cho, and Seungwon Lee
  U.S. Patent Publication No. US20210201132A1. Jul. 1, 2021.
• Method and Apparatus for Performing Pruning of Neural Network
  Minkyoung Cho, Wonjo Lee, and Seungwon Lee
  U.S. Patent Publication No. US20210081798A1. Mar. 18, 2021. Mounted on Samsung Galaxy S11

Research Experience

• Graduate Student Research Assistant (GSRA), Aug 2022 - Present
  RobustNet, The University of Michigan (Advisor: Dr. Z. Morley Mao)

• Research Intern, Feb 2021 - Aug 2022
  The University of Michigan (Advisor: Dr. Kang G. Shin)

• Artificial Intelligence Researcher, Mar 2018 - Apr 2021
  Samsung Advanced Institute of Technology (SAIT)

• Graduate Research Assistant, Mar 2015 - Feb 2017
  Computer Networks Lab, KAIST (Advisor: Dr. Younghee Lee)

• Undergraduate Research Assistant, Nov 2013 - Dec 2014
  Intelligent Networked Systems Lab, Ewha Womans University (Advisor: Dr. HyungJune Lee)

• Undergraduate Research Assistant, Dec 2012 - Feb 2013
  Security and Theory of Computing Lab, Ewha Womans University (Advisor: Dr. Sang-Ho Lee)