Donghun Lee

Purdue University
M.S in Electrical and Computer Engineering (Sep 2023 - Current)

Yonsei University
B.S in Electrical and Electronic Engineering (Mar 2016 - Feb 2022)
Thesis: Masked Face Recognition

University of California, Los Angeles
Study Abroad Program (Winter 2020 - Spring 2020)

Republic Of Korea Army
Mandatory Military Service (Apr 2017- January 2019)

• Statistical Artificial Intelligence Lab (SAIL), KAIST
  Research Assistant, Jan 2023 ~ Jul 2023

Studied the importance method of choosing an appropriate baselines in Integrated Gradient

Implemented methods to analyze Energy-based models

Work involves eXplainable Articifical Intelligence (XAI) and Machine Learning

• Cyper-Physical Systems and Security (Cyphy) Lab, Yonsei University
  Research Assistant, Jan 2022 ~ May 2022 

Implemented methods to recognize actions

Attempted to identify chewing side using Earables

Work involves Time Series Analysis, Audio Recognition, and Machine Learning

• Image and Video Pattern Recognition (MVP) Lab, Yonsei University 

Research Assitant, Oct 2020 ~ June 2021

Implemented methods to recognize human face

Attempted to recognize masked face

Work involves Digital Image Processing and Deep Learning for Computer Vision

• [POSTER ABSTRACT] Poster: EarChew: Towards Identifying Chewing Side Preference using Earables

Sungtae Kim*, Donghun Lee*, and Jun Han

ACM International Conference on Mobile Systems, Applications, and Services (*: In equal Contribution)

Poster Abstract

• Aboutbooks, Seoul
  Cofounder, March 2021 - December 2021
  Developed an Artificial Intelligence model that recommends books depending on children’s interests
  Developed a model that analyzes children’s reading status using book evaluation

• AFKN Listeners’ Club in Yonsei University, Seoul
  PRESIDENT, July 2019 - December 2019
  Focus on building up our English conversation skills through fun and engaging activities with the students in exchange

• the Republic of Korea Army Republic of Korea
  ASSISTANT COOKING INSTRUCTOR April 2017 - January 2019
  Instruct soldiers how to cook
  Assist Human Resources Development Service of Korea for Craftsman Cook, Korean Food

• 1st Prize in Yonsei Sanggong Festival Startup, University College of Engineering 2021

• Honors(Top 10%), Yonsei University 2016

• Citation in Kyunggi Highschool, Seoul Gangnam-gu Congress Chairman, 2016
  
  

• Korean (Native)

• English (Full Professional Profiency)