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Mo Zhou

Ph.D. Student
Johns Hopkins University
mzhou32 (at) jhu.edu


About Me

I am currently a fourth-year Ph.D. student in the Electrical and Computer Engineering Dept at Johns Hopkins University. I am advised by Prof. Vishal M. Patel.

Prior to this, I graduated from Xidian University with a Bachelor’s and Master’s degree, and was advised by Prof. Zhenxing Niu. I have worked as a student researcher with Dr. Hossein Talebi, Dr. Keren Ye, Dr. Mauricio Delbracio,, Dr. Peyman Milanfar, at Google Research; as a research intern with Dr. Saeed Amizadeh and Dr. Kazuhito Koishida at Microsoft Research; as a research intern with Dr. Yiding Yang, Dr. Haoxiang Li, and Dr. Gang Hua at Wormpex AI Research; as a research assistant with Prof. Le Wang and Prof. Sanping Zhou at Xi’an Jiaotong University.

My research interest lies in computer vision and machine learning, especially securing deep neural network performance under distribution shifts, or say, expecting the unexpected at deep neural network runtime.

I’ve been an official Debian GNU/Linux developer since 2018.

Research Interests

News

Publications

  1. TMLR
    Yatong Bai, Mo Zhou, Vishal M. Patel, Somayeh Sojoudi
    TMLR, 2024.
  2. ICPR
    Mo Zhou, Vishal M. Patel
    ICPR, 2024.
  3. TPAMI
    Mo Zhou, Le Wang, Zhenxing Niu, Qilin Zhang, Nanning Zheng, Gang Hua
    Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024.
  4. NeurIPS
    Yiqun Mei, Pengfei Guo, Mo Zhou, Vishal M. Patel
    Advances in Neural Information Processing Systems (NeurIPS), 2022.
  5. CVPR
    Mo Zhou, Vishal M. Patel
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022.
  6. T-MM
    Le Wang, Mo Zhou, Zhenxing Niu, Qilin Zhang, Nanning Zheng
    IEEE Transactions on Multimedia (T-MM), 2021.
  7. ICCV
    Mo Zhou, Le Wang, Zhenxing Niu, Qilin Zhang, Yinghui Xu, Nanning Zheng, Gang Hua
    IEEE International Conference on Computer Vision (ICCV), 2021.
  8. CVPR
    Liushuai Shi, Le Wang, Chengjiang Long, Sanping Zhou, Mo Zhou, Zhenxing Niu, Gang Hua
    IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2021.
  9. ECCV
    Mo Zhou, Zhenxing Niu, Le Wang, Qilin Zhang, Gang Hua
    European Conference on Computer Vision (ECCV), 2020.
  10. AAAI
    Mo Zhou, Zhenxing Niu, Le Wang, Zhanning Gao, Qilin Zhang, Gang Hua
    AAAI Conference on Artificial Intelligence (AAAI), 2020.
  11. ICCV
    Zhenxing Niu, Mo Zhou, Le Wang, Xinbo Gao, Gang Hua
    IEEE International Conference on Computer Vision (ICCV), 2017.
  12. CVPR
    Zhenxing Niu, Mo Zhou, Le Wang, Xinbo Gao, Gang Hua
    IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2016.

Preprints

  1. arXiv
    Mo Zhou, Yiding Yang, Haoxiang Li, Vishal M. Patel, Gang Hua
    arXiv (preprint), 2024.
  2. arXiv
    Kangfu Mei, Mo Zhou, Vishal M. Patel
    arXiv (preprint), 2023.
  3. arXiv
    Yu Zeng, Mo Zhou, Yuan Xue, Vishal M. Patel
    arXiv (preprint), 2023.

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