I am a Ph.D. student advised by Professor Hyun Myung at KAIST.

My research interests lie in robust localization and object detection. Developed cross-view geo-localization and domain generalization models to improve localization accuracy under domain shifts. This research contributed to the deployment of autonomous vehicles and robotic systems in real-world environments.

Contact

  • dnwn24 [at] kaist.ac.kr

  • E3-2, 3240, 291 Daehak-ro, Yuseong-gu, Daejeon, Korea, 34141

Education

  • B.S in Mechanical Engineering, 2019

    Korea University, Korea

  • M.S in Robotics Program, 2021

    KAIST, Korea

Publications

  • PIDLoc: Cross-View Pose Optimization Network Inspired by PID Controllers

    Wooju Lee, Juhye Park, Dasol Hong, Changki Sung, Youngwoo Seo, Dongwan Kang, and Hyun Myung

    CVPR 2025

    [ Paper / Code ]

  • Object-Aware Domain Generalization for Object Detection

    Wooju Lee*, Dasol Hong*, Hyungtae Lim, and Hyun Myung

    AAAI 2024, Oral

    [ Paper / Code ]

  • Domain Generalization with Vital Phase Augmentation

    Ingyun Lee, Wooju Lee, and Hyun Myung

    AAAI 2024

    [ Paper / Code ]

  • Contextrast: Contextual Contrastive Learning for Semantic Segmentation

    Changki Sung, Wanhee Kim, Jungho An, Wooju Lee, Hyungtae Lim, Hyun Myung

    CVPR 2025

    [ Paper / Code ]

  • Adversarial Attack for Asynchronous Event-based Data

    Wooju Lee and Hyun Myung

    AAAI 2022

    [ Paper ]

  • Adaptive Coverage Path Planning Policy for a Cleaning Robot with Deep Reinforcement Learning

    DongKi Noh, Wooju Lee, Hyoung-Rock Kim, Il-Soo Cho, In-Bo Shim and SeungMin Baek

    ICCE 2022

    [ Paper ]

  • Sample-efficient and occlusion-robust reinforcement learning for robotic manipulation via multimodal fusion dualization and representation normalization

    Samyeul Noh, Wooju Lee, and Hyun Myung

    Neural Networks 2025

    [ Paper ]

  • LC2: LiDAR-Camera Loop Constriants From Cross-Modal Place Recognition

    Alex Junho Lee, Seungwon Song, Hyungtae Lim, Wooju Lee, and Hyun Myung

    RA-L 2023

    [ Paper / Code ]

  • X-MAS: Extremely Large-Scale Multi-Modal Sensor Dataset for Outdoor Surveillance in Real Environments

    DongKi Noh, Changki Sung, Teayoung Uhm, Wooju Lee, Hyungtae Lim, Jaeseok Choi, Kyuewang Lee, Dasol Hong, ..., and Hyun Myung

    RA-L 2023

    [ Paper ]

Awards

  • 이미지를 강인하게 인식하는 중심주변 조절 기반 뉴럴 네트워크

    Wooju Lee and Hyun Myung

    AFCV (Asian Federation of Computer Vision) Best Paper Award, KROC 2021

    [ Paper ]