Seunghwan An

According to our database, Seunghwan An authored at least 12 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Impute Missing Entries with Uncertainty.

Jaesung Lim, Seunghwan An, Jong-June Jeon

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Improving SMOTE via fusing conditional VAE for data-adaptive noise filtering.

Sungchul Hong, Seunghwan An, Jong-June Jeon

Appl. Intell., August, 2025

Variational autoencoder for distributional learning via quantile function estimation.

Seunghwan An, Sungchul Hong, Jong-June Jeon

Neural Networks, 2025

Masked Language Modeling Becomes Conditional Density Estimation for Tabular Data Synthesis.

Seunghwan An, Gyeongdong Woo, Jaesung Lim, Chang-Hyun Kim, Sungchul Hong, Jong-June Jeon

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Customization of latent space in semi-supervised Variational AutoEncoder.

Seunghwan An, Jong-June Jeon

Pattern Recognit. Lett., January, 2024

Cryptocurrency Price Forecasting using Variational Autoencoder with Versatile Quantile Modeling.

Sungchul Hong, Seunghwan An, Jong-June Jeon

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

Balanced Marginal and Joint Distributional Learning via Mixture Cramer-Wold Distance.

Seunghwan An, Sungchul Hong, Jong-June Jeon

CoRR, 2023

Joint Distributional Learning via Cramer-Wold Distance.

Seunghwan An, Jong-June Jeon

CoRR, 2023

Distributional Variational AutoEncoder To Infinite Quantiles and Beyond Gaussianity.

Seunghwan An, Jong-June Jeon

CoRR, 2023

Distributional Learning of Variational AutoEncoder: Application to Synthetic Data Generation.

Seunghwan An, Jong-June Jeon

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Causally Disentangled Generative Variational AutoEncoder.

Seunghwan An, Kyungwoo Song, Jong-June Jeon

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

2021

EXoN: EXplainable encoder Network.

Seunghwan An, Hosik Choi, Jong-June Jeon

CoRR, 2021