Yiwei Chen (陈逸威)

yiwei.jpg


I am currently working at the School of Engineering, Yunnan University in Kunming, China. Before this, I worked as a Postdoctoral Research Associate at Heriot-Watt University in Edinburgh, UK, where I was a member of the BASP (Biomedical and Astronomical Signal Processing) lab, supervised by Prof. Yves Wiaux. I received both my bachelor’s and Ph.D. degrees in Control Science and Engineering from Zhejiang University, supervised by Prof. Yu Pan.

My research focuses on computational imaging algorithms and systems with various imaging modalities, including single-photon imaging (SPI), magnetic resonance imaging (MRI), and computed tomography (CT). My long-term goal is to develop highly adaptive intelligent sensing systems capable of robust performance in complex and resource-constrained environments.

In addition, I am actively exploring quantum machine learning, including quantum-inspired algorithms and quantum circuit design, with an eye toward practical applications in industry.

For inquiries or collaboration opportunities, feel free to contact me at ewell(at)zju.edu.cn or yiweichen(at)ynu.edu.cn.

news

Aug 23, 2024 R2D2 for single-coil non Cartesian MRI has been published on European Signal Processing Conference (EUSIPCO).
Jun 04, 2023 SPISR-REI has been published on International Conference on Acoustics, Speech and Signal Processing (ICASSP).
May 29, 2023 Compact Upconversion Single-Photon Imaging System has been published on IEEE Transactions on Instrumentation and Measurement.
Nov 16, 2022 DDA-Net has been published on Physical Review Applied.
May 23, 2022 PRSNet has been published on Optics Express.

selected publications

  1. TCI.png
    The R2D2 Deep Neural Network Series for Scalable Non-Cartesian Magnetic Resonance Imaging
    Yiwei Chen, Amir Aghabiglou, Shijie Chen, and 4 more authors
    arXiv preprint arXiv:2503.09559, 2025
  2. R1-1r.png
    Single-Photon Image Super-Resolution via Self-supervised Learning
    Yiwei Chen, Chen Jiang, and Yu Pan
    IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023
  3. FigSystemP.png
    A Compact Upconversion Single-Photon Imager for Full-Range and Accurate 3-D Imaging
    Yiwei Chen, Chen Jiang, Yong Liu, and 3 more authors
    IEEE Transactions on Instrumentation and Measurement, 2023
  4. DDAnet.png
    Deep Domain Adversarial Adaptation for Photon-Efficient Imaging
    Yiwei Chen, Gongxin Yao, Yong Liu, and 3 more authors
    Physical Review Applied, 2022
  5. 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
  6. PRSnet.png
    Robust Photon-Efficient Imaging Using A Pixel-Wise Residual Shrinkage Network
    Gongxin Yao*, Yiwei Chen*, Yong Liu, and 2 more authors
    Optics Express, 2022
  7. QLMEE.png
    Quantum Language Model with Entanglement Embedding for Question Answering
    Yiwei Chen, Yu Pan, and Daoyi Dong
    IEEE Transactions on Cybernetics, 2021
  8. ED.png
    Detecting Quantum Entanglement with Unsupervised Learning
    Yiwei Chen, Yu Pan, Guofeng Zhang, and 1 more author
    Quantum Science and Technology, 2021