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Winter-Penguin

Jeong Woon Lee

Google Scholar, Github, Linkedin

About Me

I am an MS/PhD student at Kyung Hee University supervised by Prof. Hyoseok Hwang. I am particularly interested in generalization for robotics. I believe that robots should understand our world and be capable of learning with minimal supervision and evolving throughout life.

My research mainly focuses on Visual Reinforcement Learning, Domain Generalization, Data Augmentation, and World Models, aiming to develop agents that can adapt to diverse and unseen environments. I see technology as a medium that enables harmonious coexistence among humans, nature, and machines, rather than a tool that replaces human capabilities.

Research Interest

  • Visual Reinforcement Learning

  • Domain Generalization

  • Data Augmentation

  • World Model

Education

  • [Integrated MS-PhD] Kyung Hee University, Dept. of Software Convergence (2024.09~Present)

  • [BS] Kyung Hee University, School of Computing (2018.03. ~ 2024.08)

News

  • [2025.06.26] One Paper Accepted To ICCV 2025

  • [2025.01.02] One Paper Accepted To IEEE Access

  • [2024.12.10] One Paper Accepted To AAAI 2025

Publications

Diffusion Guided Adaptive Augmentation for Generalization in Visual Reinforcement Learning

Jeong Woon Lee and Hyoseok Hwang*

International Conference on Computer Vision, ICCV 2025

project/code

Mix-Spectrum for Generalization in Visual Reinforcement Learning

Jeong Woon Lee and Hyoseok Hwang*

IEEE Access, 2025

paper/code

Fourier Guided Adaptive Adversarial Augmentation for Generalization in Visual Reinforcement Learning

Jeong Woon Lee and Hyoseok Hwang*

Association for the Advancement of Artificial Intelligence (AAAI), 2025

paper/code

Contact

  • Institutional email: everyman123@khu.ac.kr

  • Personal email: jeonguni52@gmail.com

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