Fangqiang Ding

PhD Candidate @ School of Informatics, University of Edinburgh

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Pentland Hills, 2023

about me

I am a third-year PhD student from the School of Informatics, University of Edinburgh, sponsored by the EPSRC CDT in Robotics and Autonomous Systems, supervised by Prof. Chris Xiaoxuan Lu and Prof. Barbara Webb. My research focuses on advancing the robustness, efficiency, and privacy-awarness of perception systems for embodied AI. This encompasses applications in mobile robots, autonomous vehicles, IoT and xR-integrated systems, aiming to facilitate their widespread, long-term and non-intrusive deployment in the wild. Currently, my works mainly involve the mmWave imaging radar and thermal camera sensors, leveraging their unique sensing resilience to cope with adverse weather and illumination conditions in real world. I am also keen to incorporate full-spectral multi-modal fusion into my research field.

Before coming to Edinburgh, I received my B.Eng degree with the highest honour - Academic Star and was awarded double National Scholarships from Tongji University (2017-2021).

👉 I am looking for self-motivated UG/Ms students to work with on cutting-edge research projects on

  • Thermal Camera-based Scene Completion for Autonomous Driving
  • mmWave Modality Comprehension Powered by Large Language Model
  • Efficient Dynamic Scene Mapping with Tightly Coupled Multi-Modal Fusion

Support in the form of computational and sensory tools, robot platform, alongside practical supervision and direction, is available.

👉 I am actively looking for a research intern position this year. Shoot me an email if you think I am a good fit!

news

Jul 01, 2024 🎉 One paper accepted to ECCV-2024. See you in Milano, Italy.
Jan 29, 2024 🎉 One paper accepted to ICRA-2024. See you at Yokohama in May.
Jan 17, 2024 📖 One paper accepted to Engineering Applications of Artificial Intelligence (EAAI, Q1).
Sep 01, 2023 🎓 Successfully pass my 2nd-year PhD annual review and proceed to my 3rd PhD year.
Jun 01, 2023 🤖 Present my poster @ ICRA-2023 in London. See you next year.
Mar 01, 2023 🎉 Our paper Hidden Gems @ CVPR-2023 was selected as Highlight (top 10%).

selected publications

  1. ECCV’24
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    milliFlow: Scene Flow Estimation on mmWave Radar Point Cloud for Human Motion Sensing
    Fangqiang Ding, Zhen Luo, Peijun Zhao, and 1 more author
    In European Conference on Computer Vision, 2024
  2. ICRA’24
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    RaTrack: Moving Object Detection and Tracking with 4D Radar Point Cloud
    Fangqiang Ding, Zhijun Pan, Hantao Zhong, and 1 more author
    In IEEE International Conference on Robotics and Automation, 2024
  3. CVPR’23
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    Hidden Gems: 4D Radar Scene Flow Learning Using Cross-Modal Supervision
    Fangqiang Ding, Andras Palffy, Dariu M. Gavrila, and 1 more author
    In IEEE Conference on Computer Vision and Pattern Recognition, 2023
    Selected as Highlight (top 10%)
  4. RA-L/IROS
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    Self-Supervised Scene Flow Estimation with 4D Automotive Radar
    Fangqiang Ding, Zhijun Pan, Yimin Deng, and 2 more authors
    IEEE Robotics Autom. Lett. / IEEE International Conference on Intelligent Robots and Systems, 2022