Yewon Kim
I am a graduate student researcher at KAIST, advised by Sung-Ju Lee, and a visiting student researcher at Carnegie Mellon University, working with Chris Donahue. I also work closely with Mina Lee at University of Chicago. I received my B.S. and M.S. degrees in Electrical Engineering at KAIST.
My research interests lie in human-computer interaction (HCI) and artificial intelligence (AI). I am passionate about leveraging AI to make creation processes more accessible and enjoyable for users at all skill levels. Recently, I have been interested in developing AI-assisted interactive systems for songwriters. 🎵
News
| Apr. 2024 | 👩🏻💻 Visiting research at CMU @ Pittsburgh, PA (Apr - Sep) |
| Jan. 2024 | 🌷 Paper accepted at CHI 2024 |
| Oct. 2023 | ✈️ UbiComp/ISWC 2023 @ Cancun, Mexico (Oct 8 - 12) |
| Sep. 2023 | 🌷 Paper accepted at NeurIPS 2023 |
| Apr. 2023 | 🌷 Paper accepted at IMWUT (UbiComp) 2023 |
| Apr. 2023 | ✈️ CHI 2023 @ Hamburg, Germany (Apr 22 - 29) |
| Mar. 2023 | 🌷 Paper accepted at CHI Workshop 2023 |
Research
AMUSE: Human-AI Collaborative Songwriting with Multimodal Inspirations
In Submission
Hookpad Aria: A Copilot for Songwriters
ISMIR Late Breaking Demos 2024
Paper
Poster
Talk
How Non-native English Speakers Use, Assess, and Select AI-Generated Paraphrases with Information Aids
†Equal senior role
Preprint
Paper
A Design Space for Intelligent and Interactive Writing Assistants
CHI 2024
Paper
Website
Towards Explainable AI Writing Assistants for Non-native English Speakers
CHI 2023 Workshop on Intelligent and Interactive Writing Assistants
Paper
Website
Tailoring Interactions: Exploring the Opportune Moment for Remote Computer-mediated Interactions with Home-alone Dogs
CHI Extended Abstracts 2023
Paper
Website
Poster
Talk
SoTTA: Robust Test-Time Adaptation on Noisy Data Streams
*Equal contribution
NeurIPS 2023
Paper
Website
Code
DAPPER: Label-Free Performance Estimation after Personalization for Heterogeneous Mobile Sensing
IMWUT (UbiComp) 2023
Paper
Website
NOTE: Robust Continual Test-time Adaptation Against Temporal Correlation
NeurIPS 2022
Qualcomm Innovation Fellowship Finalist
Paper
Website
Code
Poster
Talk
Honors
Special Recognition for Outstanding Reviews
CHI 2024
CVPR 2023 Art Gallery
Works accepted to CVPR 2023 Art Gallery have been shown as part of a series of looping videos that played on displays throughout the conference.
NMSL Labmate of the Year
I was awarded the Labmate of the Year (2022) by our lab members for demonstrating exceptional qualities in teamwork, leadership, and dedication to our lab's success! Comments can be found here :)
Students with Outstanding Questions
In recognition of the students who asked challenging and creative questions during lectures. KAIST, Jul. 2022
Graduate of the Year Award (KAIST Alumni Association Chairperson's Prize)
Honor for top 5 (0.7%) out of 695 students, who demonstrated outstanding performances
in various activities as well as in grades. Awarded at the commencement ceremony. KAIST, Feb. 2022
Engineering Innovator Award
In recognition of the outstanding engineering accomplishments. KAIST College of Engineering, Sep. 2021
Grand Prix Prize in Undergraduate Research Participation Program
DAPPER: Training-Free Domain Adaptation Performance Estimation in Mobile Sensing. KAIST, Aug. 2021
National Science and Engineering Undergraduate Scholarship
Merit-based scholarship awarded by Korea Student Aid Foundation. Fall 2020
Department Honors Scholarship
Awarded to top 3 (0.4%) out of 800+ students in School of Electrical Engineering. Salutatorian. KAIST, Spring 2020
Dean's List
Awarded to top 3% among 2,900+ students in College of Engineering. KAIST, Spring 2020
Leadership Mileage Certificate
Honor for top 3% among 3,600+ students with top achievements in leadership activities including volunteering and campus activities. KAIST, 2020
Projects
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