Fangqiang Ding

PhD Candidate @ School of Informatics, University of Edinburgh

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Research Talk, 2024

about me

I am a final-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.

🙏 I will graduate in Summer 2025 and am actively seeking a postdoctoral or industrial position, starting from my graduation.

My research focuses on advancing the robustness, efficiency, and privacy-awarness of perception systems for embodied AI. These efforts support applications in mobile robots, autonomous vehicles, AIoT and xR-integrated systems, aiming to facilitate their widespread, long-horizon and non-intrusive deployment in the wild. Currently, my works primarily involve the imaging modalities that operate beyond visible spectrum, e.g., mmWave radar and thermal, leveraging their unique sensing resilience to cope with adverse weather, variable illumination and occlusion challenges in real world.

Sample Figure

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 me and my collaborators at UoE/UCL/ETH/MIT/Oxford/Cambridge/NTU on cutting-edge research projects.

Support in the form of sufficient computational and sensory tools, robot platform, alongside practical supervision and direction, is available. Please contact directly via email if you are interested.

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

news

Jan 27, 2025 🎉 Accept to serve as Associate Editor for IROS-2025. Look forward to contribute to the community.
Jan 22, 2025 🎉 One paper accepted to ACM SenSys’25. See you in Irvine, USA.
Sep 26, 2024 đź“– One paper accepted to NeurIPS-2024. See you in Vancouver, Canada.
Aug 13, 2024 🎓 Successfully pass my 3rd-year PhD annual review and proceed to my last PhD year.
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.
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.

selected publications

  1. NeurIPS’24
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    RadarOcc: Robust 3D Occupancy Prediction with 4D Imaging Radar
    Fangqiang Ding, Xiangyu Wen, Yunzhou Zhu, and 2 more authors
    In Advances in Neural Information Processing Systems, 2024
  2. 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
  3. 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
  4. 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%)
  5. 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