Jaewook Lee

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 50

Top Venues

Publications

Junyoung Byun, Yujin Choi, Jaewook Lee, Saerom Park
Privacy-preserving inference resistant to model extraction attacks. Expert Syst. Appl. 256 (2024)
Yujin Choi, Jinseong Park, Hoki Kim, Jaewook Lee, Saerom Park
Fair Sampling in Diffusion Models through Switching Mechanism. AAAI (2024)
Dongbin Kim, Jinseong Park, Jaewook Lee, Hoki Kim
Are Self-Attentions Effective for Time Series Forecasting? CoRR (2024)
Yujin Choi, Jinseong Park, Hoki Kim, Jaewook Lee, Saeroom Park
Fair Sampling in Diffusion Models through Switching Mechanism. CoRR (2024)
Woojin Jeong, G. Yongwoo, Jaewook Lee, June-sup Yi
Transparent Object Depth Reconstruction Framework for Mixed Scenes with Transparent and Opaque Objects. UR (2024)
Seongwan Park, Bosul Mun, Seungyun Lee, Woojin Jeong, Jaewook Lee, Hyeonsang Eom, Huisu Jang
Impact of EIP-4844 on Ethereum: Consensus Security, Ethereum Usage, Rollup Transaction Dynamics, and Blob Gas Fee Markets. CoRR (2024)
Seongwan Park, Woojin Jeong, Yunyoung Lee, Bumho Son, Huisu Jang, Jaewook Lee
Unraveling the MEV enigma: ABI-free detection model using Graph Neural Networks. Future Gener. Comput. Syst. 153 (2024)
Woojin Jeong, Yongwoo Gu, Jaewook Lee, June-sup Yi
A Methodology of Stable 6-DoF Grasp Detection for Complex Shaped Object Using End-to-End Network. UR (2024)
Hoki Kim, Woojin Lee, Sungyoon Lee, Jaewook Lee
Bridged adversarial training. Neural Networks 167 (2023)
Yujin Choi, Jinseong Park, Jaewook Lee, Hoki Kim
Exploring Diverse Feature Extractions for Adversarial Audio Detection. IEEE Access 11 (2023)
Junyoung Byun, Yujin Choi, Jaewook Lee
Improving the Utility of Differentially Private Clustering through Dynamical Processing. CoRR (2023)
Hoki Kim, Jinseong Park, Yujin Choi, Woojin Lee, Jaewook Lee
Exploring the Effect of Multi-step Ascent in Sharpness-Aware Minimization. CoRR (2023)
Jinseong Park, Hoki Kim, Yujin Choi, Jaewook Lee
Differentially Private Sharpness-Aware Training. ICML (2023)
Seongwan Park, Woojin Jeong, Yunyoung Lee, Bumho Son, Huisu Jang, Jaewook Lee
Unraveling the MEV Enigma: ABI-Free Detection Model using Graph Neural Networks. CoRR (2023)
Hoki Kim, Jinseong Park, Yujin Choi, Jaewook Lee
Fantastic Robustness Measures: The Secrets of Robust Generalization. NeurIPS (2023)
Jinseong Park, Hoki Kim, Yujin Choi, Jaewook Lee
Differentially Private Sharpness-Aware Training. CoRR (2023)
Hoki Kim, Jinseong Park, Yujin Choi, Jaewook Lee
Stability Analysis of Sharpness-Aware Minimization. CoRR (2023)
Jinseong Park, Hoki Kim, Yujin Choi, Woojin Lee, Jaewook Lee
Fast sharpness-aware training for periodic time series classification and forecasting. Appl. Soft Comput. 144 (2023)
Sungyoon Lee, Jinseong Park, Jaewook Lee
Implicit Jacobian regularization weighted with impurity of probability output. ICML (2023)
Jinseong Park, Yujin Choi, Junyoung Byun, Jaewook Lee, Saerom Park
Efficient differentially private kernel support vector classifier for multi-class classification. Inf. Sci. 619 (2023)
Sungyoon Lee, Hoki Kim, Jaewook Lee
GradDiv: Adversarial Robustness of Randomized Neural Networks via Gradient Diversity Regularization. IEEE Trans. Pattern Anal. Mach. Intell. 45 (2) (2023)
Hoki Kim, Jinseong Park, Jaewook Lee
Generating Transferable Adversarial Examples for Speech Classification. Pattern Recognit. 137 (2023)
Junyoung Byun, Saerom Park, Yujin Choi, Jaewook Lee
Efficient homomorphic encryption framework for privacy-preserving regression. Appl. Intell. 53 (9) (2023)
Junyoung Byun, Jaewook Lee
Fast and Differentially Private Fair Clustering. IJCAI (2023)
Woojin Lee, Sungyoon Lee, Junyoung Byun, Hoki Kim, Jaewook Lee
Variational cycle-consistent imputation adversarial networks for general missing patterns. Pattern Recognit. 129 (2022)
Hoki Kim, Jinseong Park, Jaewook Lee
Comment on Transferability and Input Transformation with Additive Noise. CoRR (2022)
Woojin Lee, Hyungjin Ko, Junyoung Byun, Taeho Yoon, Jaewook Lee
Fair Clustering with Fair Correspondence Distribution. Inf. Sci. 581 (2021)
Junyoung Byun, Woojin Lee, Jaewook Lee
Parameter-free HE-friendly Logistic Regression. NeurIPS (2021)
Woojin Lee, Hoki Kim, Jaewook Lee
Compact class-conditional domain invariant learning for multi-class domain adaptation. Pattern Recognit. 112 (2021)
Hoki Kim, Woojin Lee, Sungyoon Lee, Jaewook Lee
Bridged Adversarial Training. CoRR (2021)
Hoki Kim, Woojin Lee, Jaewook Lee
Understanding Catastrophic Overfitting in Single-step Adversarial Training. AAAI (2021)
Yunyoung Lee, Bumho Son, Seongwan Park, Jaewook Lee, Huisu Jang
A Survey on Security and Privacy in Blockchain-based Central Bank Digital Currencies. J. Internet Serv. Inf. Secur. 11 (3) (2021)
Sungyoon Lee, Hoki Kim, Jaewook Lee
GradDiv: Adversarial Robustness of Randomized Neural Networks via Gradient Diversity Regularization. CoRR (2021)
Sungyoon Lee, Woojin Lee, Jinseong Park, Jaewook Lee
Towards Better Understanding of Training Certifiably Robust Models against Adversarial Examples. NeurIPS (2021)
Yunyoung Lee, Bumho Son, Huisu Jang, Junyoung Byun, Taeho Yoon, Jaewook Lee
Atomic cross-chain settlement model for central banks digital currency. Inf. Sci. 580 (2021)
Saerom Park, Jaewook Lee
Stability Analysis of Denoising Autoencoders Based on Dynamical Projection System. IEEE Trans. Knowl. Data Eng. 33 (8) (2021)
Saerom Park, Junyoung Byun, Joohee Lee, Jung Hee Cheon, Jaewook Lee
HE-Friendly Algorithm for Privacy-Preserving SVM Training. IEEE Access 8 (2020)
Hoki Kim, Woojin Lee, Jaewook Lee
Understanding Catastrophic Overfitting in Single-step Adversarial Training. CoRR (2020)
Sungyoon Lee, Jaewook Lee, Saerom Park
Lipschitz-Certifiable Training with a Tight Outer Bound. NeurIPS (2020)
Tae-Ho Yoon, Jaewook Lee, Woojin Lee
Joint Transfer of Model Knowledge and Fairness Over Domains Using Wasserstein Distance. IEEE Access 8 (2020)
Saerom Park, Jaewook Lee, Kyoungok Kim
Semi-supervised distributed representations of documents for sentiment analysis. Neural Networks 119 (2019)
Saerom Park, Jaewook Lee, Jung Hee Cheon, Juhee Lee, Jaeyun Kim, Junyoung Byun
Security-preserving Support Vector Machine with Fully Homomorphic Encryption. SafeAI@AAAI (2019)
Saerom Park, Woojin Lee, Jaewook Lee
Learning of indiscriminate distributions of document embeddings for domain adaptation. Intell. Data Anal. 23 (4) (2019)
Youngdoo Son, Sujee Lee, Saerom Park, Jaewook Lee
Learning representative exemplars using one-class Gaussian process regression. Pattern Recognit. 74 (2018)
Huisu Jang, Jaewook Lee
An Empirical Study on Modeling and Prediction of Bitcoin Prices With Bayesian Neural Networks Based on Blockchain Information. IEEE Access 6 (2018)
Junghoon Hah, Woojin Lee, Jaewook Lee, Saerom Park
Information-Based Boundary Equilibrium Generative Adversarial Networks with Interpretable Representation Learning. Comput. Intell. Neurosci. 2018 (2018)
Youngdoo Son, Hyeongmin Byun, Jaewook Lee
Nonparametric machine learning models for predicting the credit default swaps: An empirical study. Expert Syst. Appl. 58 (2016)
Namhyoung Kim, Youngdoo Son, Youngjo Lee, Jaewook Lee
Self-correcting ensemble using a latent consensus model. Appl. Soft Comput. 47 (2016)
Youngdoo Son, Jaewook Lee
Active learning using transductive sparse Bayesian regression. Inf. Sci. 374 (2016)
Huisu Jang, Jaewook Lee
A general framework for building machine learning models for pricing american index options with no-arbitrage and its limitation. MIDAS@PKDD/ECML (2016)
Kyoungok Kim, Youngdoo Son, Jaewook Lee
Voronoi Cell-Based Clustering Using a Kernel Support. IEEE Trans. Knowl. Data Eng. 27 (4) (2015)
Hyejin Park, Namhyoung Kim, Jaewook Lee
Parametric models and non-parametric machine learning models for predicting option prices: Empirical comparison study over KOSPI 200 Index options. Expert Syst. Appl. 41 (11) (2014)
Hyun-Chul Kim, Jaewook Lee, Daewon Lee
Transductive Gaussian Processes with Applications to Object Pose Estimation. Comput. J. 57 (3) (2014)
Jaewook Lee, Younhee Lee
Tridiagonal implicit method to evaluate European and American options under infinite activity Lévy models. J. Comput. Appl. Math. 237 (1) (2013)
Kyu-Hwan Jung, Jaewook Lee
Probabilistic generative ranking method based on multi-support vector domain description. Inf. Sci. 247 (2013)
Seung-Ho Yang, Jaewook Lee
Multi-basin particle swarm intelligence method for optimal calibration of parametric Lévy models. Expert Syst. Appl. 39 (1) (2012)
Hyejin Park, Jaewook Lee
Forecasting nonnegative option price distributions using Bayesian kernel methods. Expert Syst. Appl. 39 (18) (2012)
Youngdoo Son, Dong-jin Noh, Jaewook Lee
Forecasting trends of high-frequency KOSPI200 index data using learning classifiers. Expert Syst. Appl. 39 (14) (2012)
Hyejin Park, Heun A. Kim, Seung-Ho Yang, Jaewook Lee
Transductive Bayesian regression via manifold learning of prior data structure. Expert Syst. Appl. 39 (16) (2012)
Namhyoung Kim, Kyu-Hwan Jung, Yong Seog Kim, Jaewook Lee
Uniformly subsampled ensemble (USE) for churn management: Theory and implementation. Expert Syst. Appl. 39 (15) (2012)
Namhyoung Kim, Jaewook Lee, Kyu-Hwan Jung, Yong Seog Kim
A New Ensemble Model for Efficient Churn Prediction in Mobile Telecommunication. HICSS (2012)
Seung-Ho Yang, Jaewook Lee
Predicting a distribution of implied volatilities for option pricing. Expert Syst. Appl. 38 (3) (2011)
Kyu-Hwan Jung, Namhyoung Kim, Jaewook Lee
Dynamic pattern denoising method using multi-basin system with kernels. Pattern Recognit. 44 (8) (2011)
Seung-Ho Yang, Younhee Lee, Gabjin Oh, Jaewook Lee
Calibrating parametric exponential Lévy models to option market data by incorporating statistical moments priors. Expert Syst. Appl. 38 (5) (2011)
Jaewook Lee, Suk-Ho Kang, Jay M. Rosenberger, Seoung Bum Kim
A hybrid approach of goal programming for weapon systems selection. Comput. Ind. Eng. 58 (3) (2010)
Daewon Lee, Jaewook Lee
Dynamic Dissimilarity Measure for Support-Based Clustering. IEEE Trans. Knowl. Data Eng. 22 (6) (2010)
Kyu-Hwan Jung, Daewon Lee, Jaewook Lee
Fast support-based clustering method for large-scale problems. Pattern Recognit. 43 (5) (2010)
Buhwan Jeong, Jaewook Lee, Hyunbo Cho
Improving memory-based collaborative filtering via similarity updating and prediction modulation. Inf. Sci. 180 (5) (2010)
Buhwan Jeong, Daewon Lee, Jaewook Lee, Hyunbo Cho
Support for seamless data exchanges between web services through information mapping analysis using kernel methods. Expert Syst. Appl. 36 (1) (2009)
Daewon Lee, Kyu-Hwan Jung, Jaewook Lee
Constructing Sparse Kernel Machines Using Attractors. IEEE Trans. Neural Networks 20 (4) (2009)
Hyunjin Heo, Hyejin Park, Namhyoung Kim, Jaewook Lee
Prediction of credit delinquents using locally transductive multi-layer perceptron. Neurocomputing 73 (1-3) (2009)
Buhwan Jeong, Jaewook Lee, Hyunbo Cho
An iterative semi-explicit rating method for building collaborative recommender systems. Expert Syst. Appl. 36 (3) (2009)
Buhwan Jeong, Jaewook Lee, Hyunbo Cho
User credit-based collaborative filtering. Expert Syst. Appl. 36 (3) (2009)
Gyu-Sik Han, Bo-Hyun Kim, Jaewook Lee
Kernel-based Monte Carlo simulation for American option pricing. Expert Syst. Appl. 36 (3) (2009)
Hyun-Joo Lee, Seung-Ho Yang, Gyu-Sik Han, Jaewook Lee
Simulations for American Option Pricing Under a Jump-Diffusion Model: Comparison Study between Kernel-Based and Regression-based Methods. ISNN (1) (2008)
Buhwan Jeong, Daewon Lee, Hyunbo Cho, Jaewook Lee
A novel method for measuring semantic similarity for XML schema matching. Expert Syst. Appl. 34 (3) (2008)
Gyu-Sik Han, Jaewook Lee
Prediction of pricing and hedging errors for equity linked warrants with Gaussian process models. Expert Syst. Appl. 35 (1-2) (2008)
Daewon Lee, Jaewook Lee, Younggui Yoon
A quadratic string adapted barrier exploring method for locating transition states. Comput. Phys. Commun. 177 (1-2) (2007)
Hyun-Chul Kim, Jaewook Lee
Clustering Based on Gaussian Processes. Neural Comput. 19 (11) (2007)
Jaewook Lee
A novel three-phase trajectory informed search methodology for global optimization. J. Glob. Optim. 38 (1) (2007)
Hyun-Chul Kim, Kyu-Hwan Jung, Jaewook Lee
Approximate Sampling Method for Locally Linear Embedding. IJCNN (2007)
Daewon Lee, Jaewook Lee
Domain described support vector classifier for multi-classification problems. Pattern Recognit. 40 (1) (2007)
Daewon Lee, Jaewook Lee
Equilibrium-Based Support Vector Machine for Semisupervised Classification. IEEE Trans. Neural Networks 18 (2) (2007)
Jaewook Lee, Daewon Lee
Dynamic Characterization of Cluster Structures for Robust and Inductive Support Vector Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 28 (11) (2006)
Bo-Hyun Kim, Daewon Lee, Jaewook Lee
Local Volatility Function Approximation Using Reconstructed Radial Basis Function Networks. ISNN (2) (2006)
Daewon Lee, Jaewook Lee
Support Vector Classifier Using Basin-Based Sampling for Security Assessment of Nonlinear Power and Control Systems. IJCNN (2006)
Daewon Lee, Jaewook Lee
A Novel Semi-Supervised Learning Methods Using Support Vector Domain Description. IJCNN (2006)
Hyun-Chul Kim, Jaewook Lee
Pseudo-density Estimation for Clustering with Gaussian Processes. ISNN (1) (2006)
Catherine Cho, Sooyoung Kim, Jaewook Lee, Daewon Lee
A tandem clustering process for multimodal datasets. Eur. J. Oper. Res. 168 (3) (2006)
Kyu-Hwan Jung, Hyun-Chul Kim, Jaewook Lee
A Novel Learning Network for Option Pricing with Confidence Interval Information. ISNN (2) (2006)
Gyu-Sik Han, Daewon Lee, Jaewook Lee
Estimating the Yield Curve Using Calibrated Radial Basis Function Networks. ISNN (2) (2005)
Jaewook Lee, Daewon Lee
An Improved Cluster Labeling Method for Support Vector Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 27 (3) (2005)
Younggui Yoon, Jaewook Lee
Solving Hard Local Minima Problems Using Basin Cells for Multilayer Perceptron Training. ISNN (1) (2005)
Daewon Lee, Jaewook Lee
Trajectory-Based Support Vector Multicategory Classifier. ISNN (1) (2005)
Jong-Seok Lee, Chi-Hyuck Jun, Jaewook Lee, Sooyoung Kim
Classification-based collaborative filtering using market basket data. Expert Syst. Appl. 29 (3) (2005)
Jaewook Lee
Pseudobasin of attraction for combinatorial dynamical systems: theory and its application to combinatorial optimization. IEEE Trans. Circuits Syst. II Express Briefs (4) (2005)
Hyoseok Lee, Jaewook Lee, Younggui Yoon, Sooyoung Kim
Coherent Risk Measure Using Feedfoward Neural Networks. ISNN (2) (2005)
Daewon Lee, Jaewook Lee
A Novel Three-Phase Algorithm for RBF Neural Network Center Selection. ISNN (1) (2004)
Jaewook Lee, Hsiao-Dong Chiang
A singular fixed-point homotopy method to locate the closest unstable equilibrium point for transient stability region estimate. IEEE Trans. Circuits Syst. II Express Briefs (4) (2004)
Jaewook Lee, Hsiao-Dong Chiang
A dynamical trajectory-based methodology for systematically computing multiple optimal solutions of general nonlinear programming problems. IEEE Trans. Autom. Control. 49 (6) (2004)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jaewook Lee