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Jeho Lee

Ph.D. Student
Yonsei University
jeholee (at) yonsei.ac.kr


About Me

I am a Ph.D. student at Yonsei University, working under the supervision of Prof. Hojung Cha. My research focuses on building real-time, on-device vision AI systems for mobile and edge platforms, enabling next-generation spatial computing applications such as AR/XR and autonomous systems. My core research interests include:

To address the challenges of accelerating deep vision models on resource-constrained platforms, I take the following approaches:

News

Publications

    * Co-first author

    Conference and Journal

  1. ARIA: Optimizing Vision Foundation Model Inference on Heterogeneous Mobile Processors for Augmented Reality
    Jeho Lee*, Chanyoung Jung*, Gunjoong Kim, Jiwon Kim, Seonghoon Park, Hojung Cha
    ACM International Conference on Mobile Systems, Applications and Services (MobiSys), 2025 (Acceptance Rate: 42/233=18.0%)
    🏆 Best Paper Award (2/233)
  2. Ember: Task Wakeup Sequence–Based Energy Optimization for Mobile Web Browsing
    Seonghoon Park, Jiwon Kim, Jeho Lee, Hojung Cha
    ACM SIGBED International Conference on Embedded Software (EMSOFT), 2025
  3. SecureRide: Detecting Safety-threatening Behavior of E-Scooters Using Battery Information
    Jiwon Kim, Geon Kim, Jeho Lee, Thiemo Voigt, Hojung Cha
    ACM SIGBED International Conference on Embedded Software (EMSOFT), 2025
  4. Panopticus: Omnidirectional 3D Object Detection on Resource-constrained Edge Devices
    Jeho Lee, Chanyoung Jung, Jiwon Kim, Hojung Cha
    ACM International Conference on Mobile Computing and Networking (MobiCom), 2024 (Acceptance Rate: 103/494=20.8%)
  5. Vulture: Cross-Device Web Experience with Fine-Grained Graphical User Interface Distribution
    Seonghoon Park, Jeho Lee, Yonghun Choi, Hojung Cha
    IEEE Conference on Computer Communications (INFOCOM), 2024 (Acceptance Rate: 19.6%)
  6. OmniLive: Super-Resolution Enhanced 360° Video Live Streaming for Mobile Devices
    Seonghoon Park, Yeonwoo Cho, Hyungchol Jun, Jeho Lee, Hojung Cha
    ACM International Conference on Mobile Systems, Applications and Services (MobiSys), 2023 (Acceptance Rate: 41/198=20.7%)
  7. Crow API: Cross-device I/O Sharing in Web Applications
    Seonghoon Park, Jeho Lee, Hojung Cha
    IEEE Conference on Computer Communications (INFOCOM), 2023 (Acceptance Rate: 19.2%)

    8. Other Publications

  8. Towards Accurate, Adaptive, and Real-time Machine Perception on Resource-constrained Platforms
    Jeho Lee
    ACM International Conference on Mobile Systems, Applications and Services, 2025 (MobiSys 2025 Rising Stars Forum)
  9. Poster: Mixture of Class-aware Experts for Efficient AIoT Inference
    Hyemin Jeong, Jeho Lee, Seunghyeok Jeon, Hojung Cha
    ACM International Conference on Mobile Systems, Applications and Services, 2025 (MobiSys 2025 Poster)

Awards and Honors

Projects

  1. Panoptic3D: Multi-view, Multi-modal Dataset for Mobile 3D Perception
    NuScenes-compatible mobile 3D perception dataset based on 360-degree camera, LiDAR, and IMU sensors
    Project Page
  2. Automatic On-browser GUI Abstraction Framework
    Browser extension-based framework for automatic web GUI abstraction through visual page section detection
    Project Page

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