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Jaehwan Jeong

Ph.D. Student
Korea University, Republic of Korea
jhwan (at) korea.ac.kr


About Me

I’m currently a Visiting Graduate Researcher at the University of California, Los Angeles (UCLA), advised by Prof. M. Khalid Jawed. At UCLA, I leads the Smart Farm Project, driving end-to-end development from mechanical machining and sensor integration to software, AI, and field operations. My research focuses on Field-centric Robotics leveraging AI to enable reactive autonomy in UGVs and Robotic Arms, integrating Robust Perception and Vision-Language Action (VLA) to allow them to interpret and respond to real-world conditions.

I am also a Ph.D. student at Korea University, advised by Prof. Sangpil Kim, where I previously researched Diffusion-based Generative models and AI Safety for deepfake protection.

Research Interests

News

Publications

  1. Pre-print
    Jaehwan Jeong*, Tuan-Anh Vu*, Radha Lahoti, Jiawen Wang, Vivek Alumootil, Sangpil Kim, M. Khalid Jawed
    Under review, 2025

  2. Pre-print
    Jaehwan Jeong, Tuan-Anh Vu, Mohammad Jony, Shahab Ahmad, Md. Mukhlesur Rahman, Sangpil Kim, M. Khalid Jawed
    Under review, 2025

  3. ICCV
    Jaehwan Jeong, Sumin In, Sieun Kim, Hannie Shin, Jongheon Jeong, Sang Ho Yoon, Jaewook Chung, Sangpil Kim
    International Conference on Computer Vision (ICCV), 2025

  4. EAAI
    Sieun Kim, Jaehwan Jeong, Sumin In, Seung Hyun Lee, Seungryong Kim, Saerom Kim, Wooyeol Baek, Sang Ho Yoon, Eugenio Culurciello, Sangpil Kim
    Engineering Applications of Artificial Intelligence (EAAI, JCR IF Top 10%), 2025

  5. ECCV
    Gyeongrok Oh, Jaehwan Jeong, Sieun Kim, Wonmin Byeon, Jinkyu Kim, Sungwoong Kim, Sangpil Kim
    European Conference on Computer Vision (ECCV), 2024

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