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Xiaoyu Li

Researcher, Tencent AI Lab


  • Image xliea@connect.ust.hk
  • Image Shenzhen, China
  • Image Computer Graphics, Neural Rendering, Computational Photography
CV, Google Scholar

My name is Xiaoyu Li. I am currently a researcher at Tencent AI Lab. I received my Ph.D. degree with the Department of Electronic and Computer Engineering at the Hong Kong University of Science and Technology (HKUST) in 2021, supervised by Prof. Pedro V. Sander. Prior to that, I received a Bachelor of Engineering at Huazhong University of Science and Technology (HUST) in 2017. I joined the Tencent AI Lab in September 2021.

Education
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    Doctor of Philosophy (Ph.D.) in Department of Electronic and Computer Engineering

    The Hong Kong University of Science and Technology

    2017 - 2021

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    Bachelor of Engineering (B.E.) in Electronic Information Engineering

    Huazhong University of Science and Technology

    2013 - 2017

Publications
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    Advances in 3D Generation: A Survey.

    Xiaoyu Li, Qi Zhang, Di Kang, Weihao Cheng, Yiming Gao, Jingbo Zhang, Zhihao Liang, Jing Liao, Yan-Pei Cao, Ying Shan.

    [Paper]

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    NeAI: A Pre-convoluted Representation for Plug-and-Play Neural Ambient Illumination.

    Yiyu Zhuang, Qi Zhang, Xuan Wang, Hao Zhu, Ying Feng, Xiaoyu Li, Ying Shan, Xun Cao.

    AAAI Conference on Artificial Intelligence (AAAI 2024).

    [Paper] [Page]

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    Text2NeRF: Text-Driven 3D Scene Generation with Neural Radiance Fields.

    Jingbo Zhang, Xiaoyu Li, Ziyu Wan, Can Wang, Jing Liao.

    IEEE Transactions on Visualization and Computer Graphics (TVCG).

    [Paper] [Code] [Page]

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    Anti-Aliased Neural Implicit Surfaces with Encoding Level of Detail.

    Yiyu Zhuang, Qi Zhang, Ying Feng, Hao Zhu, Yao Yao, Xiaoyu Li, Yan-Pei Cao, Ying Shan, Xun Cao.

    ACM SIGGRAPH Aisa 2023 Conference Proceedings.

    [Paper] [Code] [Page]

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    Local Implicit Ray Function for Generalizable Radiance Field Representation.

    Xin Huang, Qi Zhang, Ying Feng, Xiaoyu Li, Xuan Wang, Qing Wang.

    IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2023).

    [Paper] [Code] [Page]

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    3D Video Loops from Asynchronous Input.

    Li Ma, Xiaoyu Li, Jing Liao, Pedro V. Sander.

    IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2023).

    [Paper] [Code] [Page]

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    3D GAN Inversion with Facial Symmetry Prior.

    Fei Yin, Yong Zhang, Xuan Wang, Tengfei Wang, Xiaoyu Li, Yuan Gong, Yanbo Fan, Xiaodong Cun, Ying Shan, Cengiz Oztireli, Yujiu Yang.

    IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2023).

    [Paper] [Code] [Page]

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    Next3D: Generative Neural Texture Rasterization for 3D-Aware Head Avatars.

    Jingxiang Sun, Xuan Wang, Lizhen Wang, Xiaoyu Li, Yong Zhang, Hongwen Zhang, Yebin Liu.

    IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2023).

    [Paper] [Code] [Page]

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    UV Volumes for Real-time Rendering of Editable Free-view Human Performance.

    Yue Chen, Xuan Wang, Xingyu Chen, Qi Zhang, Xiaoyu Li, Yu Guo, Jue Wang, Fei Wang.

    IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2023).

    [Paper] [Code] [Page]

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    Neural Parameterization for Dynamic Human Head Editing.

    Li Ma, Xiaoyu Li, Jing Liao, Xuan Wang, Qi Zhang, Jue Wang, Pedro Sander.

    ACM Transactions on Graphics (SIGGRAPH Aisa 2022).

    [Paper] [Code] [Page]

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    FDNeRF: Few-shot Dynamic Neural Radiance Fields for Face Reconstruction and Expression Editing.

    Jingbo Zhang, Xiaoyu Li, Ziyu Wan, Can Wang, Jing Liao.

    ACM SIGGRAPH Aisa 2022 Conference Proceedings.

    [Paper] [Code] [Page] [Video]

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    FENeRF: Face Editing in Neural Radiance Fields.

    Jingxiang Sun, Xuan Wang, Yong Zhang, Xiaoyu Li, Qi Zhang, Yebin Liu, Jue Wang.

    IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2022).

    [Paper] [Code] [Page]

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    Hallucinated Neural Radiance Fields in the Wild.

    Xingyu Chen, Qi Zhang, Xiaoyu Li, Yue Chen, Ying Feng, Xuan Wang, Jue Wang.

    IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2022).

    [Paper] [Code] [Page]

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    Deblur-NeRF: Neural Radiance Fields from Blurry images.

    Li Ma, Xiaoyu Li, Jing Liao, Qi Zhang, Xuan Wang, Jue Wang, Pedro V. Sander.

    IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2022).

    [Paper] [Code] [Page] [Video]

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    Let’s See Clearly: Contaminant Artifact Removal for Moving Cameras.

    Xiaoyu Li, Bo Zhang, Jing Liao, Pedro V. Sander.

    International Conference on Computer Vision (ICCV 2021).

    [Paper] [Video]

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    Deep Sketch-guided Cartoon Video Inbetweening.

    Xiaoyu Li, Bo Zhang, Jing Liao, Pedro V. Sander.

    IEEE Transactions on Visualization and Computer Graphics (TVCG).

    [Paper] [Code] [Video]

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    Document Rectification and Illumination Correction using a Patch-based CNN.

    Xiaoyu Li, Bo Zhang, Jing Liao, Pedro V. Sander.

    ACM Transactions on Graphics (SIGGRAPH Aisa 2019).

    [Paper] [Code]

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    Blind Geometric Distortion Correction on Images Through Deep Learning.

    Xiaoyu Li, Bo Zhang, Pedro V. Sander, Jing Liao.

    IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2019).

    [Paper] [Code]

Awards
  • Full Postgraduate Studentship, 2017-2021

  • Outstanding Undergraduate, 2017

    Rank 1st in the National Experimental Class "SeedClass"

  • Excellent Bachelor Thesis, 2017

  • National Scholarship, 2016

  • Merit Student, 2016

  • National Scholarship, 2015

  • Merit Student, 2015

  • Third Prize in Chinese Mathematics Competitions, 2014

Photos