Jayoung Kim

According to our database, Jayoung Kim authored at least 10 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Polynomial-based Self-Attention for Table Representation Learning.

Jayoung Kim, Yehjin Shin, Jeongwhan Choi, Hyowon Wi, Noseong Park

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Graph Convolutions Enrich the Self-Attention in Transformers!

Jeongwhan Choi, Hyowon Wi, Jayoung Kim, Yehjin Shin, Kookjin Lee, Nathaniel Trask, Noseong Park

CoRR, 2023

CoDi: Co-evolving Contrastive Diffusion Models for Mixed-type Tabular Synthesis.

Chaejeong Lee, Jayoung Kim, Noseong Park

Proceedings of the International Conference on Machine Learning, 2023

STaSy: Score-based Tabular data Synthesis.

Jayoung Kim, Chaejeong Lee, Noseong Park

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

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

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

SOS: Score-based Oversampling for Tabular Data.

Jayoung Kim, Chaejeong Lee, Yehjin Shin, Sewon Park, Minjung Kim, Noseong Park, Jihoon Cho

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

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, Seungji Kook, Noseong Park

Proceedings of the Tenth International Conference on Learning Representations, 2022

An Empirical Study on the Membership Inference Attack against Tabular Data Synthesis Models.

Jihyeon Hyeong, Jayoung Kim, Noseong Park, Sushil Jajodia

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

OCT-GAN: Neural ODE-based Conditional Tabular GANs.

Jayoung Kim, Jinsung Jeon, Jaehoon Lee, Jihyeon Hyeong, Noseong Park

Proceedings of the WWW '21: The Web Conference 2021, 2021

Scalable Graph Synthesis with Adj and 1 - Adj.

Jinsung Jeon, Jing Liu, Jayoung Kim, Jaehoon Lee, Noseong Park, Jamie Jooyeon Lee, Özlem Uzuner, Sushil Jajodia

Proceedings of the 2021 SIAM International Conference on Data Mining, 2021