Seunghwan An

15 papers A* 3A 2Journal 10
YearRankTypeTitle / Venue / Authors
2026 A* conf
Impute Missing Entries with Uncertainty.
AAAI
Jaesung Lim, Seunghwan An, Jong-June Jeon
2025 J jnl
Improving SMOTE via fusing conditional VAE for data-adaptive noise filtering.
Appl. Intell.
Sungchul Hong, Seunghwan An, Jong-June Jeon
2025 A* conf
Masked Language Modeling Becomes Conditional Density Estimation for Tabular Data Synthesis.
AAAI
Seunghwan An, Gyeongdong Woo, Jaesung Lim, Chang-Hyun Kim, Sungchul Hong, Jong-June Jeon
2025 J jnl
Variational autoencoder for distributional learning via quantile function estimation.
Neural Networks
Seunghwan An, Sungchul Hong, Jong-June Jeon
2024 A conf
Cryptocurrency Price Forecasting using Variational Autoencoder with Versatile Quantile Modeling.
CIKM
Sungchul Hong, Seunghwan An, Jong-June Jeon
2024 J jnl
Customization of latent space in semi-supervised Variational AutoEncoder.
Pattern Recognit. Lett.
Seunghwan An, Jong-June Jeon
2024 J jnl
Improving SMOTE via Fusing Conditional VAE for Data-adaptive Noise Filtering.
CoRR
Sungchul Hong, Seunghwan An, Jong-June Jeon
2024 J jnl
Masked Language Modeling Becomes Conditional Density Estimation for Tabular Data Synthesis.
CoRR
Seunghwan An, Gyeongdong Woo, Jaesung Lim, Chang-Hyun Kim, Sungchul Hong, Jong-June Jeon
2023 J jnl
Balanced Marginal and Joint Distributional Learning via Mixture Cramer-Wold Distance.
CoRR
Seunghwan An, Sungchul Hong, Jong-June Jeon
2023 A conf
Causally Disentangled Generative Variational AutoEncoder.
ECAI
Seunghwan An, Kyungwoo Song, Jong-June Jeon
2023 J jnl
Causally Disentangled Generative Variational AutoEncoder.
CoRR
Seunghwan An, Kyungwoo Song, Jong-June Jeon
2023 A* conf
Distributional Learning of Variational AutoEncoder: Application to Synthetic Data Generation.
NeurIPS
Seunghwan An, Jong-June Jeon
2023 J jnl
Distributional Variational AutoEncoder To Infinite Quantiles and Beyond Gaussianity.
CoRR
Seunghwan An, Jong-June Jeon
2023 J jnl
Joint Distributional Learning via Cramer-Wold Distance.
CoRR
Seunghwan An, Jong-June Jeon
2021 J jnl
EXoN: EXplainable encoder Network.
CoRR
Seunghwan An, Hosik Choi, Jong-June Jeon