max planck institut
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MPII Max Planck Society
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Yaoyao Liu

Ph.D. Candidate
Max Planck Institute for Informatics
yaoyao.liu (at) mpi-inf.mpg.de


About Me

I am currently a final-year Ph.D. candidate in Computer Science at Max Planck Institute for Informatics, where I am fortunate to be advised by Prof. Bernt Schiele and Prof. Qianru Sun. As part of the ELLIS Ph.D. Program, I am co-supervised by Dr. Christian Rupprecht and Prof. Andrea Vedaldi in the Visual Geometry Group (VGG) at the University of Oxford. From 2018 to 2019, I was a research intern at the National University of Singapore, working with Prof. Tat-Seng Chua and Prof. Qianru Sun. I obtained my bachelor’s degree from Tianjin University.

My research lies at the intersection of computer vision and machine learning – with a special focus on building intelligent visual systems that are continual and data-efficient. My research interests include continual learning, few-shot learning, semi-supervised learning, and image generation.

News

Publications [Google Scholar][DBLP]

  1. AAAI
    Yaoyao Liu, Yingying Li, Bernt Schiele, Qianru Sun
    AAAI Conference on Artificial Intelligence (AAAI), 2023.

  2. TPAMI
    Qianru Sun,* Yaoyao Liu,* Zhaozheng Chen, Tat-Seng Chua, Bernt Schiele (*=Equal contribution)
    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Volume 44, Number 3, 2022.

  3. NeurIPS
    Yaoyao Liu, Bernt Schiele, Qianru Sun
    Neural Information Processing Systems (NeurIPS), 2021.

  4. CVPR
    Yaoyao Liu, Bernt Schiele, Qianru Sun
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021.

  5. CVIU
    Xinzhe Li, Jianqiang Huang, Yaoyao Liu, Qin Zhou, Shibao Zheng, Bernt Schiele, Qianru Sun
    Computer Vision and Image Understanding (CVIU), Volume 212, 2021.

  6. TNNLS
    Yaoyao Liu, Qianru Sun, Xiangnan He, An-An Liu, Yuting Su, Tat-Seng Chua
    IEEE Transactions on Neural Networks and Learning Systems (TNNLS), Volume 32, Number 6, 2021.

  7. ECCV
    Yaoyao Liu, Bernt Schiele, Qianru Sun
    European Conference on Computer Vision (ECCV), 2020.

  8. CVPR
    Yaoyao Liu, Yuting Su, An-An Liu, Bernt Schiele, Qianru Sun
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020.

  9. NeurIPS
    Xinzhe Li, Qianru Sun, Yaoyao Liu, Shibao Zheng, Qin Zhou, Tat-Seng Chua, Bernt Schiele
    Neural Information Processing Systems (NeurIPS), 2019.

  10. CVPR
    Qianru Sun,* Yaoyao Liu,* Tat-Seng Chua, Bernt Schiele (*=Equal contribution)
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019.

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