Seunghwan An

3 papers · 2023–2026 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

AAAI (2) NeurIPS (1)

Top co-authors

Jong-June Jeon (3) Jaesung Lim (2) Gyeongdong Woo (1) ChangHyun Kim (1) Sungchul Hong (1)

Research topics

Machine Learning (3) Core Methods (3) Learning Types · Machine Learning (2) Artificial Intelligence (1) Deep Learning (1) Natural Language Processing (1) Architectures (1) Bayesian & Probabilistic (1) Generation (1) Learning Types · Deep Learning (1) Models (1) Optimization & Theory (1)

Keywords

missing data imputation (2) variational autoencoder (2) synthetic data generation (2) quantile estimation (1) tabular data (1) tabular data synthesis (1) masked language modeling (1) conditional density estimation (1) distributional learning (1) asymmetric laplace distribution (1) probabilistic modeling (1) continuous ranked probability score (1) uncertainty quantification (1) data privacy (1)

Papers

Impute Missing Entries with Uncertainty AAAI 2026 Masked Language Modeling Becomes Conditional Density Estimation for Tabular Data Synthesis AAAI 2025 Distributional Learning of Variational AutoEncoder: Application to Synthetic Data Generation NeurIPS 2023