Jayoung Kim

PhD student, School of Computing, Korea Advanced Institute of Science and Technology

Joined

September 2021

Names

Jayoung Kim (Preferred)

Emails

****@yonsei.ac.kr (Confirmed)

****@kaist.ac.kr (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

PhD student

School of Computing, Korea Advanced Institute of Science and Technology (kaist.ac.kr)

2024 – 2026

MS student

Artificial intelligence, Yonsei University (yonsei.ac.kr)

2021 – 2024

Undergrad student

Computer science, Sookmyung Women's University (sookmyung.ac.kr)

2016 – 2020

Advisors, Relations & Conflicts

PhD Advisor

Noseong Park

2020 – Present

Expertise

No areas of expertise listed

Publications

Graph Convolutions Enrich the Self-Attention in Transformers!
Jeongwhan Choi, Hyowon Wi, Jayoung Kim, Yehjin Shin, Kookjin Lee, Nathaniel Trask, Noseong Park
- NeurIPS 2024 poster
- Readers: Everyone
Polynomial-based Self-Attention for Table Representation Learning
Jayoung Kim, Yehjin Shin, Jeongwhan Choi, Hyowon Wi, Noseong Park
- ICML 2024 Poster
- Readers: Everyone
Graph Convolutions Enrich the Self-Attention in Transformers!
Jeongwhan Choi, Hyowon Wi, Jayoung Kim, Yehjin Shin, Kookjin Lee, Nathaniel Trask, Noseong Park
- Submitted to ICLR 2024
- Readers: Everyone
Enhanced Model-agnostic Training of Deep Tabular Generation Models
Jayoung Kim, Noseong Park
- Submitted to ICLR 2024
- Readers: Everyone
Polynomial-based Self-Attention for Table Representation learning
Jayoung Kim, Yehjin Shin, Jeongwhan Choi, Hyowon Wi, Noseong Park
- Submitted to ICLR 2024
- Readers: Everyone
CoDi: Co-evolving Contrastive Diffusion Models for Mixed-type Tabular Synthesis
Chaejeong Lee, Jayoung Kim, Noseong Park
- ICML 2023 Poster
- Readers: Everyone
STaSy: Score-based Tabular data Synthesis
Jayoung Kim, Chaejeong Lee, Noseong Park
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- ICLR 2023 notable top 25%
- Readers: Everyone
LORD: Lower-Dimensional Embedding of Log-Signature in Neural Rough Differential Equations
Jaehoon Lee, Jinsung Jeon, Sheo Yon Jhin, Jihyeon Hyeong, Jayoung Kim, Minju Jo, Kook Seungji, Noseong Park
- 2022 (modified: 15 May 2022)
- CoRR 2022
- Readers: Everyone
EXIT: Extrapolation and Interpolation-based Neural Controlled Differential Equations for Time-series Classification and Forecasting
Sheo Yon Jhin, Jaehoon Lee, Minju Jo, Seungji Kook, Jinsung Jeon, Jihyeon Hyeong, Jayoung Kim, Noseong Park
- 2022 (modified: 15 May 2022)
- CoRR 2022
- Readers: Everyone
EXIT: Extrapolation and Interpolation-based Neural Controlled Differential Equations for Time-series Classification and Forecasting
Sheo Yon Jhin, Jaehoon Lee, Minju Jo, Seungji Kook, Jinsung Jeon, Jihyeon Hyeong, Jayoung Kim, Noseong Park
- 2022 (modified: 12 Nov 2022)
- WWW 2022
- Readers: Everyone

View all 20 publications