Hang Yin

Hang Yin is currently a PhD student in the Department of Automation, Tsinghua University. His research interests include computer vision and embodied navigation.

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News

  • 2024-09: One paper on object-goal navigation is accepted to NeurIPS 2024.
  • Publications
    dise SG-Nav: Online 3D Scene Graph Prompting for LLM-based Zero-shot Object Navigation
    Hang Yin*, Xiuwei Xu*, Zhenyu Wu, Jie Zhou, Jiwen Lu
    Thirty-eighth Conference on Neural Information Processing Systems (NeurIPS), 2024
    [arXiv] [Code] [Project Page] [中文解读]

    We propose a training-free object-goal navigation framework by leveraging LLM and VFMs. We construct an online hierarchical 3D scene graph and prompt LLM to exploit structure information contained in subgraphs for zero-shot decision making.


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    © Hang Yin | Last update: Oct. 06, 2024