Jong-June Jeon

Proceedings of the Nineteenth ACM International Conference on Web Search and Data Mining, 2026

DrIM: Context-Driven Nearest Neighbor Imputation Using Language Representation.

[BibT_eX]

[DOI]

Jaesung Lim

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2026

Estimating Subgraph Importance with Structural Prior Domain Knowledge.

[BibT_eX]

[DOI]

Changhyun Kim

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2026

Impute Missing Entries with Uncertainty.

[BibT_eX]

[DOI]

Jaesung Lim

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

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

[BibT_eX]

[DOI]

Appl. Intell., August, 2025

Does a Large Language Model Really Speak in Human-Like Language?

[BibT_eX]

[DOI]

Mose Park

Yunjin Choi

CoRR, January, 2025

Variational autoencoder for distributional learning via quantile function estimation.

[BibT_eX]

[DOI]

Neural Networks, 2025

Adaptive adversarial augmentation for molecular property prediction.

[BibT_eX]

[DOI]

Soyoung Cho

Expert Syst. Appl., 2025

Dynamic Higher-Order Relations and Event-Driven Temporal Modeling for Stock Price Forecasting.

[BibT_eX]

[DOI]

Kijeong Park

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

CHEM: Causally and Hierarchically Explaining Molecules.

[BibT_eX]

[DOI]

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

Generalizing Query Performance Prediction under Retriever and Concept Shifts via Data-driven Correction.

[BibT_eX]

[DOI]

Jaehwan Jung

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

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

[BibT_eX]

[DOI]

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

2024

Customization of latent space in semi-supervised Variational AutoEncoder.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., January, 2024

Unicorn: U-Net for Sea Ice Forecasting with Convolutional Neural Ordinary Differential Equations.

[BibT_eX]

[DOI]

CoRR, 2024

Cryptocurrency Price Forecasting using Variational Autoencoder with Versatile Quantile Modeling.

[BibT_eX]

[DOI]

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

2023

Quantile estimation for encrypted data.

[BibT_eX]

[DOI]

Appl. Intell., November, 2023

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

[BibT_eX]

[DOI]

CoRR, 2023

Joint Distributional Learning via Cramer-Wold Distance.

[BibT_eX]

[DOI]

CoRR, 2023

Uniform Pessimistic Risk and Optimal Portfolio.

[BibT_eX]

[DOI]

CoRR, 2023

Interpretable Water Level Forecaster with Spatiotemporal Causal Attention Mechanisms.

[BibT_eX]

[DOI]

Yunjin Choi

CoRR, 2023

Distributional Variational AutoEncoder To Infinite Quantiles and Beyond Gaussianity.

[BibT_eX]

[DOI]

CoRR, 2023

Geodesic Multi-Modal Mixup for Robust Fine-Tuning.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

Causally Disentangled Generative Variational AutoEncoder.

[BibT_eX]

[DOI]

Kyungwoo Song

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

2021

Learning a High-dimensional Linear Structural Equation Model via l1-Regularized Regression.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2021

Learning Multiple Quantiles With Neural Networks.

[BibT_eX]

[DOI]

J. Comput. Graph. Stat., 2021

EXoN: EXplainable encoder Network.

[BibT_eX]

[DOI]

Hosik Choi

CoRR, 2021

2020

Primal path algorithm for compositional data analysis.

[BibT_eX]

[DOI]

Comput. Stat. Data Anal., 2020

2018

The sparse Luce model.

[BibT_eX]

[DOI]

Hosik Choi

Appl. Intell., 2018

2017

Homogeneity detection for the high-dimensional generalized linear model.

[BibT_eX]

[DOI]