Jaewook Lee

Most-cited papers

GradDiv: Adversarial Robustness of Randomized Neural Networks via Gradient Diversity Regularization
Sungyoon Lee, Hoki Kim, Jaewook Lee
2021IEEE Transactions on Pattern Analysis and Machine Intelligence82 citations Open access
Semantic Scholar
Are Self-Attentions Effective for Time Series Forecasting?
Dongbin Kim, Jinseong Park, Jaewook Lee, Hoki Kim
2024Neural Information Processing Systems49 citations
Semantic Scholar
Generating Transferable Adversarial Examples for Speech Classification
Hoki Kim, Jinseong Park, Jaewook Lee
2022Pattern Recognition34 citations
Semantic Scholar
Towards Better Understanding of Training Certifiably Robust Models against Adversarial Examples
Sungyoon Lee, Woo-Jin Lee, Jinseong Park, Jaewook Lee
2021Neural Information Processing Systems27 citations
Semantic Scholar
Lipschitz-Certifiable Training with a Tight Outer Bound
Sungyoon Lee, Jaewook Lee, Saerom Park
2020Neural Information Processing Systems24 citations
Semantic Scholar
Optimum design of nonlinear structures via deep neural network-based parameterization framework
Hau T. Mai, Seunghye Lee, Donghyun Kim, Jaewook Lee +2 more
2022European Journal of Mechanics. A, Solids22 citations
Semantic Scholar
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
Compact class-conditional domain invariant learning for multi-class domain adaptation
Woo-Jin Lee, Hoki Kim, Jaewook Lee
2021Pattern Recognition19 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
Evaluating practical adversarial robustness of fault diagnosis systems via spectrogram-aware ensemble method
Hoki Kim, Sang-Ho Lee, Jaewook Lee, Woo-Jin Lee +1 more
2024Engineering applications of artificial intelligence13 citations
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
Implicit Jacobian regularization weighted with impurity of probability output
Sungyoon Lee, Jinseong Park, Jaewook Lee
2023International Conference on Machine Learning11 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
Bridged Adversarial Training
Hoki Kim, Woo-Jin Lee, Sungyoon Lee, Jaewook Lee
2021Neural Networks10 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
Defensive denoising methods against adversarial attack
Sungyoon Lee, Jaewook Lee
20187 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
Variational cycle-consistent imputation adversarial networks for general missing patterns
Woo-Jin Lee, Sungyoon Lee, Junyoung Byun, Hoki Kim +1 more
2022Pattern Recognition5 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
Exploring Generative AI for Modeling the Dynamics of Asset Price Process
Jinseong Park, Hyungjin Ko, Jaewook Lee
2023Social Science Research Network2 citations Open access
Semantic Scholar
Pattern-guided forecasting framework for metal price prediction with grouping decomposed series
Dongbin Kim, Jaewook Lee, Hoki Kim
2026Financial Innovation1 citations Open access
Semantic Scholar
Multi-Class Support Vector Machine with Differential Privacy
Jinseong Park, Yujin Choi, Jaewook Lee
2025Neural Information Processing Systems1 citations
Semantic Scholar
Sliced Wasserstein adversarial training for improving adversarial robustness
Woo-Jin Lee, Sungyoon Lee, Hoki Kim, Jaewook Lee
2024Journal of Ambient Intelligence and Humanized Computing1 citations Open access
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
Comment on Transferability and Input Transformation with Additive Noise
Hoki Kim, Jinseong Park, Jaewook Lee
2022arXiv.org1 citations Open access
Semantic Scholar
Explaining determinants of bank failure prediction via neural additive model
B. Son, Jaewook Lee, Hoki Kim
2025Applied Economics Letters0 citations
Semantic Scholar