Jaewook Lee

Jaewook Lee

Seoul National University

H-index: 33

Asia-South Korea

About Jaewook Lee

Jaewook Lee, With an exceptional h-index of 33 and a recent h-index of 22 (since 2020), a distinguished researcher at Seoul National University, specializes in the field of Safe AI, Privacy-preserving AI, Statistical Learning, Blockchain, Computational Finance.

His recent articles reflect a diverse array of research interests and contributions to the field:

Fair Sampling in Diffusion Models through Switching Mechanism

Fantastic Robustness Measures: The Secrets of Robust Generalization

Unraveling the MEV enigma: ABI-free detection model using Graph Neural Networks

Generating transferable adversarial examples for speech classification

Fast and differentially private fair clustering

Efficient homomorphic encryption framework for privacy-preserving regression

Implicit Jacobian regularization weighted with impurity of probability output

Price co-movements in decentralized financial markets

Jaewook Lee Information

University

Position

Professor of Industrial Engineering

Citations(all)

3947

Citations(since 2020)

1882

Cited By

2881

hIndex(all)

33

hIndex(since 2020)

22

i10Index(all)

67

i10Index(since 2020)

39

Email

University Profile Page

Seoul National University

Google Scholar

View Google Scholar Profile

Jaewook Lee Skills & Research Interests

Safe AI

Privacy-preserving AI

Statistical Learning

Blockchain

Computational Finance

Top articles of Jaewook Lee

Title

Journal

Author(s)

Publication Date

Fair Sampling in Diffusion Models through Switching Mechanism

Proceedings of the AAAI Conference on Artificial Intelligence

Yujin Choi

Jinseong Park

Hoki Kim

Jaewook Lee

Saerom Park

2024/3/24

Fantastic Robustness Measures: The Secrets of Robust Generalization

Advances in Neural Information Processing Systems

Hoki Kim

Jinseong Park

Yujin Choi

Jaewook Lee

2024/2/13

Unraveling the MEV enigma: ABI-free detection model using Graph Neural Networks

Future Generation Computer Systems

Seongwan Park

Woojin Jeong

Yunyoung Lee

Bumho Son

Huisu Jang

...

2024/4/1

Generating transferable adversarial examples for speech classification

Pattern Recognition

Hoki Kim

Jinseong Park

Jaewook Lee

2023/5/1

Fast and differentially private fair clustering

Junyoung Byun

Jaewook Lee

2023/8/19

Efficient homomorphic encryption framework for privacy-preserving regression

Applied Intelligence

Junyoung Byun

Saerom Park

Yujin Choi

Jaewook Lee

2023/5

Implicit Jacobian regularization weighted with impurity of probability output

Sungyoon Lee

Jinseong Park

Jaewook Lee

2023/6/15

Price co-movements in decentralized financial markets

Applied Economics Letters

Seongwan Park

Seungju Lee

Yunyoung Lee

Hyungjin Ko

Bumho Son

...

2023/12/15

Exploring the effect of multi-step ascent in sharpness-aware minimization

arXiv preprint arXiv:2302.10181

Hoki Kim

Jinseong Park

Yujin Choi

Woojin Lee

Jaewook Lee

2023/1/27

Differentially Private Sharpness-Aware Training

Jinseong Park

Hoki Kim

Yujin Choi

Jaewook Lee

2023/6/9

Forecasting global stock market volatility: The impact of volatility spillover index in spatial‐temporal graph‐based model

Journal of Forecasting

Bumho Son

Yunyoung Lee

Seongwan Park

Jaewook Lee

2023/11

Efficient differentially private kernel support vector classifier for multi-class classification

Information Sciences

Jinseong Park

Yujin Choi

Junyoung Byun

Jaewook Lee

Saerom Park

2023/1/1

A Privacy-preserving mean–variance optimal portfolio

Finance Research Letters

Junyoung Byun

Hyungjin Ko

Jaewook Lee

2023/6/1

Bridged adversarial training

Neural Networks

Hoki Kim

Woojin Lee

Sungyoon Lee

Jaewook Lee

2023/10/1

Dissecting the Terra-LUNA crash: Evidence from the spillover effect and information flow

Finance Research Letters

Seungju Lee

Jaewook Lee

Yunyoung Lee

2023/5/1

Fast sharpness-aware training for periodic time series classification and forecasting

Applied Soft Computing

Jinseong Park

Hoki Kim

Yujin Choi

Woojin Lee

Jaewook Lee

2023/9/1

Variational cycle-consistent imputation adversarial networks for general missing patterns

Pattern Recognition

Woojin Lee

Sungyoon Lee

Junyoung Byun

Hoki Kim

Jaewook Lee

2022/9/1

The economic value of NFT: Evidence from a portfolio analysis using mean–variance framework

Finance Research Letters

Hyungjin Ko

Bumho Son

Yunyoung Lee

Huisu Jang

Jaewook Lee

2022/6/1

Graddiv: Adversarial robustness of randomized neural networks via gradient diversity regularization

IEEE Transactions on Pattern Analysis and Machine Intelligence

Sungyoon Lee

Hoki Kim

Jaewook Lee

2022/4/21

Graph-based multi-factor asset pricing model

Finance Research Letters

Bumho Son

Jaewook Lee

2022/1/1

See List of Professors in Jaewook Lee University(Seoul National University)

Co-Authors

H-index: 14
Youngdoo Son

Youngdoo Son

Dongguk University

H-index: 8
Woojin Lee

Woojin Lee

Seoul National University

H-index: 8
Huisu Jang

Huisu Jang

Soongsil University

H-index: 6
Hoki Kim

Hoki Kim

Seoul National University

H-index: 5
Sungyoon Lee

Sungyoon Lee

Seoul National University

academic-engine