Yiwei Chen

yiwei.jpg

Email: ewell@zju.edu.cn

I am Yiwei Chen, a fifth-year PhD student at Institute of Cyber-Systems and Control, Zhejiang University, Hangzhou, China, advised by Prof. Yu Pan.

I am currently working on computational imaging algorithms, especially their applications to single-photon imaging, including:

  • Photon-efficient imaging
  • Non-line-of-sight imaging
  • Single-photon image super-resolution

I am also intreseted in quantum machine learning, including quantum-inspired machine learning algorithms, deep learning for quantum information and deep learning on quantum devices.

news

Nov 17, 2022 DDA-net has been published on Physical Review Applied.
Jul 28, 2022 ResTT has been published on IEEE Transactions on Artificial Intelligence.
May 24, 2022 PRSNet has been published on Optics Express.
Dec 16, 2021 QLM-EE has been published on IEEE Transactions on Cybernetics.
Nov 4, 2021 Quantum entanglement detection by unsupervised learning has been published on Quantum Science and Technology.

selected publications

  1. DDAnet.png
    Deep Domain Adversarial Adaptation for Photon-Efficient Imaging
    Yiwei Chen, Gongxin Yao, Yong Liu, Hongye Su, Xiaomin Hu, and Yu Pan
    Physical Review Applied, 2022
  2. ResTT.png
    Residual Tensor Train: A Quantum-inspired Approach for Learning Multiple Multilinear Correlations
    Yiwei Chen, Yu Pan, and Daoyi Dong
    IEEE Transactions on Artificial Intelligence, 2022
  3. PRSnet.png
    Robust photon-efficient imaging using a pixel-wise residual shrinkage network
    Gongxin Yao*, Yiwei Chen*, Yong Liu, Xiaomin Hu, and Yu Pan
    Optics Express, 2022
  4. QLMEE.png
    Quantum language model with entanglement embedding for question answering
    Yiwei Chen, Yu Pan, and Daoyi Dong
    IEEE Transactions on Cybernetics, 2021
  5. ED.png
    Detecting quantum entanglement with unsupervised learning
    Yiwei Chen, Yu Pan, Guofeng Zhang, and Shuming Cheng
    Quantum Science and Technology, 2021