Donghun Lee

Contact: lee4852@purdue.edu

Education

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)

Research Experiences

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

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

Publications

[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)

Activities

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

Honors

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

Language

Last updated. March 2023