Researcher profile · Semantic Scholar

Yujin Choi

h-index: 8
Works: 22
Citations: 171

Most-cited papers

Differentially Private Sharpness-Aware Training
Jinseong Park, Hoki Kim, Yujin Choi, Jaewook Lee
2023International Conference on Machine Learning21 citations Open access
Semantic Scholar
Efficient differentially private kernel support vector classifier for multi-class classification
Jinseong Park, Yujin Choi, Junyoung Byun, Jaewook Lee +1 more
2022Information Sciences21 citations
Semantic Scholar
Fair Sampling in Diffusion Models through Switching Mechanism
Yujin Choi, Jinseong Park, Hoki Kim, Jaewook Lee +1 more
2024AAAI Conference on Artificial Intelligence18 citations
Semantic Scholar
Stability Analysis of Sharpness-Aware Minimization
Hoki Kim, Jinseong Park, Yujin Choi, Jaewook Lee
2023arXiv.org18 citations Open access
Semantic Scholar
Fantastic Robustness Measures: The Secrets of Robust Generalization
Hoki Kim, Jinseong Park, Yujin Choi, Jaewook Lee
2023Neural Information Processing Systems13 citations
Semantic Scholar
Exploring the Effect of Multi-Step Ascent in Sharpness-Aware Minimization
Hoki Kim, Jinseong Park, Woo-Jin Lee, Jaewook Lee +1 more
2023IEEE Access12 citations Open access
Semantic Scholar
Efficient homomorphic encryption framework for privacy-preserving regression
Junyoung Byun, Saerom Park, Yujin Choi, Jaewook Lee
2022Applied intelligence (Boston)11 citations
Semantic Scholar
Safeguarding Privacy of Retrieval Data against Membership Inference Attacks: Is This Query Too Close to Home?
Yujin Choi, Youngjoo Park, Junyoung Byun, Jaewook Lee +1 more
2025Conference on Empirical Methods in Natural Language Processing10 citations Open access
Semantic Scholar
TimeBridge: Better Diffusion Prior Design with Bridge Models for Time Series Generation
Jinseong Park, Seungyun Lee, Woo-Kyoung Jeong, Yujin Choi +1 more
2024Knowledge Discovery and Data Mining8 citations Open access
Semantic Scholar
In-Distribution Public Data Synthesis With Diffusion Models for Differentially Private Image Classification
Jinseong Park, Yujin Choi, Jaewook Lee
2024Computer Vision and Pattern Recognition8 citations
Semantic Scholar
Temporal Consistency Ensemble Empirical Mode Decomposition for forecasting practical metal price
Yujin Choi, Dongbin Kim, Jaewook Lee
2025Engineering applications of artificial intelligence6 citations
Semantic Scholar
Exploring Diverse Feature Extractions for Adversarial Audio Detection
Yujin Choi, Jinseong Park, Jaewook Lee, Hoki Kim
2023IEEE Access6 citations Open access
Semantic Scholar
Fast sharpness-aware training for periodic time series classification and forecasting
Jinseong Park, Hoki Kim, Yujin Choi, Woo-Jin Lee +1 more
2023Applied Soft Computing6 citations Open access
Semantic Scholar
Improving the Utility of Differentially Private Clustering through Dynamical Processing
Junyoung Byun, Yujin Choi, Jaewoo Lee
2023Pattern Recognition5 citations Open access
Semantic Scholar
Privacy-preserving inference resistant to model extraction attacks
Junyoung Byun, Yujin Choi, Jaewook Lee, Saerom Park
2024Expert systems with applications3 citations
Semantic Scholar
Differentially private upsampling for enhanced anomaly detection in imbalanced data
Yujin Choi, Jinseong Park, Youngjoo Park, Jaewook Lee +1 more
2026Engineering applications of artificial intelligence2 citations
Semantic Scholar
Leveraging Programmatically Generated Synthetic Data for Differentially Private Diffusion Training
Yujin Choi, Jinseong Park, Junyoung Byun, Jaewook Lee
2024arXiv.org2 citations
Semantic Scholar
BayesNAM: Leveraging Inconsistency for Reliable Explanations
Hoki Kim, Jinseong Park, Yujin Choi, Seungyun Lee +1 more
2024arXiv.org2 citations
Semantic Scholar
Multi-Class Support Vector Machine with Differential Privacy
Jinseong Park, Yujin Choi, Jaewook Lee
2025Neural Information Processing Systems1 citations
Semantic Scholar
Fast Sharpness-Aware Minimization for Time Series Classification and Forecasting
Jinseong Park, Hoki Kim, Yujin Choi, Woo-Jin Lee +1 more
2023Social Science Research Network1 citations Open access
Semantic Scholar
Leveraging Pathology Co-occurrence for Test-Time Adaptation in Chest X-Ray Diagnosis
Woo-Kyoung Jeong, Yujin Choi, Dongbin Kim, Soyeon Park +1 more
2026arXiv.org0 citations
Semantic Scholar
A Locally Tokenized Generative Model for Robust Time-Series Watermarking
Dongbin Kim, Geonwoo Shin, Yujin Choi, Soyeon Park +1 more
20260 citations
Semantic Scholar

Saerom Park

×3

Woo-Jin Lee×3

Jaewook Lee×3

Dongbin Kim×3

Youngjoo Park×2

Seungyun Lee×2

Woo-Kyoung Jeong×2