Yiwei Chen (陈逸威)

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
- The R2D2 Deep Neural Network Series for Scalable Non-Cartesian Magnetic Resonance ImagingarXiv preprint arXiv:2503.09559, 2025
- Single-Photon Image Super-Resolution via Self-supervised LearningIEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023
- A Compact Upconversion Single-Photon Imager for Full-Range and Accurate 3-D ImagingIEEE Transactions on Instrumentation and Measurement, 2023
- Deep Domain Adversarial Adaptation for Photon-Efficient ImagingPhysical Review Applied, 2022
- Residual Tensor Train: A Quantum-inspired Approach for Learning Multiple Multilinear CorrelationsIEEE Transactions on Artificial Intelligence, 2022
- Robust Photon-Efficient Imaging Using A Pixel-Wise Residual Shrinkage NetworkOptics Express, 2022
- Quantum Language Model with Entanglement Embedding for Question AnsweringIEEE Transactions on Cybernetics, 2021
- Detecting Quantum Entanglement with Unsupervised LearningQuantum Science and Technology, 2021