Yupeng Deng

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My name is Yupeng Deng. I received my bachelor’s degree in Telecommunication Engineering from Sun Yat-sen University and my master’s degree in Robotics from National University of Singapore. At National University of Singapore, my research focuses on Unsupervised Domain Adaptation in autonomous driving.

I am currently working as a research assistant at Sun Yat-sen University. My research focuses on Embodied AI, supervised by Professor Xiangwei Zhu.

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selected publications

  1. eccv2024.png
    CoDA: Instructive Chain-of-Domain Adaptation with Severity-Aware Visual Prompt Tuning
    Ziyang Gong, Fuhao Li, Yupeng Deng, and 3 more authors
    In European Conference on Computer Vision, 2024
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    Parsing All Adverse Scenes: Severity-aware Semantic Segmentation with Mask-enhanced Cross-domain Consistency
    Fuhao Li, Ziyang Gong, Yupeng Deng, and 5 more authors
    In Proceedings of the AAAI Conference on Artificial Intelligence, 2024
  3. MM2023.png
    Train One, Generalize to All: Generalizable Semantic Segmentation from Single-Scene to All Adverse Scenes
    Ziyang Gong, Fuhao Li, Yupeng Deng, and 4 more authors
    In Proceedings of the 31st ACM International Conference on Multimedia, 2023