교수소개
교수
- 직위(직급)
- 교수
- 전화번호
- 032-835-8632
- 이메일
- sh.an@inu.ac.kr
- 홈페이지
- https://sites.google.com/view/an-seunghwan/home
- 주전공
- 인공지능, 생성모형(Generative model), 분포학습(Distributional learning)
- 담당과목
- 프로그래밍, 확률이론
세부내용
연구실적
<논문>
An, Seunghwan, et al. "Masked Language Modeling Becomes Conditional Density Estimation for Tabular Data Synthesis." Proceedings of the AAAI Conference on Artificial Intelligence. 2025.
Hong, Sungchul, Seunghwan An, and Jong-June Jeon. "Cryptocurrency Price Forecasting using Variational Autoencoder with Versatile Quantile Modeling." Proceedings of the 33rd ACM International Conference on Information and Knowledge Management. 2024.
An, Seunghwan, and Jong-June Jeon. "Customization of latent space in semi-supervised Variational AutoEncoder." Pattern Recognition Letters 177 (2024): 54-60.
An, Seunghwan, and Jong-June Jeon. "Distributional learning of variational AutoEncoder: application to synthetic data generation." Advances in Neural Information Processing Systems 36 (2024).
An, SeungHwan, Kyungwoo Song, and Jong-June Jeon. "Causally disentangled generative variational autoencoder." ECAI 2023. IOS Press, 2023. 93-100.