Hello, Welcome!

About Me

Hi, my name is Yewon Hwang. I'm a Ph.D. student in Robot Intelligence Technology Lab, supervised by professor Jong-Hwan Kim at KAIST.
My main research interest lies in multimodal learning, specifically in sentiment analysis and emotion recognition tasks.
Here is my CV.

Education

Ph.D. in Electrical Engineering (2021-current)

Korea Advanced Institute of Science and Technology (KAIST)
Advisor: Prof. Jong-Hwan Kim

M.S. in Electrical Engineering (2019-2021)

Korea Advanced Institute of Science and Technology (KAIST)
Thesis: WITA: Writing In The Air Recognition System Using RGB Data
Advisor: Prof. Jong-Hwan Kim

B.S. in Mechanical Engineering (2014-2018)

The Pennsylvania State University

Publications

(* equal contribution)

EASUM: Enhancing Affective State Understanding through Joint Sentiment and Emotion Modeling for Multimodal Tasks

Yewon Hwang and Jong-Hwan Kim
WACV 2024, PDF

Self-Supervised Unimodal Label Generation Strategy Using Recalibrated Modality Representations for Multimodal Sentiment Analysis

Yewon Hwang and Jong-Hwan Kim
EACL Findings 2023, PDF

Writing in The Air: Unconstrained Text Recognition from Finger Movement Using Spatio-Temporal Convolution

Ue-Hwan Kim*, Yewon Hwang*, Sun-Kyung Lee, Jong-Hwan Kim
IEEE Trans. on Artificial Intelligence (TAI) 2022, PDF

Type Anywhere You Want: An Introduction to Invisible Mobile Keyboard

Sahng-Min Yoo, Ue-Hwan Kim, Yewon Hwang, Jong-Hwan Kim
IJCAI 2021, PDF

Marsnet: Multi-label classification network for images of various sizes

Ju-Youn Park, Yewon Hwang, Dukyoung Lee, Jong-Hwan Kim
IEEE Access 2020, PDF