Current Members

Yongmin Kim 

• Machine Fault Diagnosis

• Domain Adaptation

• Test-Time Adaptation

Beomgyo Shin 

• • Knowledge Informed Machine Learning 

  • Domain Adaptation

  • Representation Learning for Anomaly Detection

Yu Jun Yang

• Self-supervised Learning

• Deep Domain Adaptation

• Test-Time Adaptation

Ho Yeon Lee 

• Domain Adaptation

• Anomaly Detection

Jahoon Jeong 

• Camouflaged Object Detection

• Computer Vision

• Vision-Language Model

Joonkyo Shim 

• Computer Vision

• Representation Learning

• Self-supervised Learning

Dong Hwan Kim 

• Anomaly Detection

• Self-supervised Learning

• Representation Learning

Sewon Kim

• Computer Vision

• Generative Models 

• Multi-Modal 

Jaeyoen Yoon 

• Human Resources Planning

• Organizational Culture

• Natural Language Processing

Jonghyun Yoo 

• AI in Finance

• Generative Models

• Business Analytics

Joo Hoon Lee

• Generative Models

• Anomaly Detection

Jaehwi Jeon  

• eXplainable AI

• Representation Learning 

Youngje Oh 

• Remaining Useful Life

• Knowledge informed Machine Learning

• Deep Domain Adaptation

Ga Eun Kim 

• Computer Vision

• Object Detection

• Self-supervised Learning

Yejin Kwon 

• Multi-Modal

• Anomaly Detection

• Remaining Useful Life 

Byung Joo Jeong

• Computer Vision

• Multi-Modal

• Anomaly Detection

Jiwon Kim 

• Vision Language Model

• Generative Models

Daeun Moon 

• Anomaly Detection

• TBD

Seung Woo Shin

• Domain Adaptation

• Test-Time Adaptation

• Informed Machine Learning

Hyejin Jeong

• Multi-modal 

• Anomaly Detection

• Agent AI

Yoohwan Lee

• TBD

Hansol Jeong

• TBD