Woojin Lee

Woojin Lee

Seoul National University

H-index: 8

Asia-South Korea

About Woojin Lee

Woojin Lee, With an exceptional h-index of 8 and a recent h-index of 8 (since 2020), a distinguished researcher at Seoul National University, specializes in the field of Machine Learning, Domain Adaptation, Adversarial attack, Fairness.

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

Graph contrastive learning with consistency regularization

Evaluating practical adversarial robustness of fault diagnosis systems via spectrogram-aware ensemble method

Bridged adversarial training

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

Genetic descriptor search algorithm for predicting hydrogen adsorption free energy of 2D material

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

Fairness-Aware Multimodal Learning in Automatic Video Interview Assessment

Fast sharpness-aware minimization for time series classification and forecasting

Woojin Lee Information

University

Position

Industrial Engineering

Citations(all)

306

Citations(since 2020)

260

Cited By

92

hIndex(all)

8

hIndex(since 2020)

8

i10Index(all)

7

i10Index(since 2020)

7

Email

University Profile Page

Seoul National University

Google Scholar

View Google Scholar Profile

Woojin Lee Skills & Research Interests

Machine Learning

Domain Adaptation

Adversarial attack

Fairness

Top articles of Woojin Lee

Title

Journal

Author(s)

Publication Date

Graph contrastive learning with consistency regularization

Pattern Recognition Letters

Soohong Lee

Sangho Lee

Jaehwan Lee

Woojin Lee

Youngdoo Son

2024/5/1

Evaluating practical adversarial robustness of fault diagnosis systems via spectrogram-aware ensemble method

Engineering Applications of Artificial Intelligence

Hoki Kim

Sangho Lee

Jaewook Lee

Woojin Lee

Youngdoo Son

2024/3/1

Bridged adversarial training

Neural Networks

Hoki Kim

Woojin Lee

Sungyoon Lee

Jaewook Lee

2023/10/1

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

Genetic descriptor search algorithm for predicting hydrogen adsorption free energy of 2D material

Scientific Reports

Jaehwan Lee

Seokwon Shin

Jaeho Lee

Young-Kyu Han

Woojin Lee

...

2023/8/5

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

Fairness-Aware Multimodal Learning in Automatic Video Interview Assessment

IEEE Access

Changwoo Kim

Jinho Choi

Jongyeon Yoon

Daehun Yoo

Woojin Lee

2023/10/19

Fast sharpness-aware minimization for time series classification and forecasting

Available at SSRN 4346500

Jinseong Park

Hoki Kim

Yujin Choi

Woojin Lee

Jaewook Lee

2022/9/20

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

Towards better understanding of training certifiably robust models against adversarial examples

Advances in Neural Information Processing Systems

Sungyoon Lee

Woojin Lee

Jinseong Park

Jaewook Lee

2021/12/6

Parameter-free he-friendly logistic regression

Advances in Neural Information Processing Systems

Junyoung Byun

Woojin Lee

Jaewook Lee

2021/12/6

Fair clustering with fair correspondence distribution

Information Sciences

Woojin Lee

Hyungjin Ko

Junyoung Byun

Taeho Yoon

Jaewook Lee

2021/12/1

Compact class-conditional domain invariant learning for multi-class domain adaptation

Pattern Recognition

Woojin Lee

Hoki Kim

Jaewook Lee

2021/4/1

Loss landscape matters: Training certifiably robust models with favorable loss landscape

Sungyoon Lee

Woojin Lee

Jinseong Park

Jaewook Lee

2020/10/2

Joint transfer of model knowledge and fairness over domains using wasserstein distance

IEEE Access

Taeho Yoon

Jaewook Lee

Woojin Lee

2020/6/30

Domain Adaptation for Fair and Robust Machine Learning

이우진

2020

Understanding catastrophic overfitting in single-step adversarial training

AAAI 2021

Hoki Kim

Woojin Lee

Jaewook Lee

2020/10/5

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

Co-Authors

H-index: 33
Jaewook Lee

Jaewook 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