姓名 / Name: 陈逸威 / Yiwei Chen

职务 / Position: 博士，讲师 / Ph.D., Lecturer

邮箱 / Email: yiweichen@ynu.edu.cn

地址 / Address: 云南省昆明市呈贡区云南大学云南马来亚学院（现代工学院）3304室 / Room 3304, Yunnan-Malaya Institute (School of Engineering), Yunan University, Kunming, China

个人简介 / Resume

陈逸威，博士，分别于2018年及2023年获浙江大学工学学士、博士学位。2023年至2024年，在英国爱丁堡赫瑞瓦特大学信号、传感与系统研究所从事博士后研究工作。主要从事智能成像系统和算法，包括单光子、磁共振和水下等成像模态，及量子机器学习等方面的研究工作。以第一作者或通讯作者发表期刊/会议10余篇，包括IEEE TCYB、IEEE TIM、IEEE TAI、QST、PRApplied、Neurocomputing等领域内重要期刊以及IEEE ICASSP、EUSIPCO等信号处理顶级会议。长期担任IEEE TCYB、IEEE TCSVT、IEEE TNNLS、IEEE TCI、IEEE TIM、EAAI、OE、OL等领域内重要期刊审稿人。获英国物理协会（IOP）可信赖审稿人认证。

Google Scholar: https://scholar.google.co.uk/citations?user=gEYreuYAAAAJ&hl=zh-CN

Personal Website: https://ewellchen.github.io

Yiwei Chen, Ph.D., obtained his Bachelor's and Doctor's degrees in Engineering from Zhejiang University in 2018 and 2023 respectively. From 2023 to 2024, he went to the Institute of Signals, Sensors and Systems at Heriot-Watt University in the UK for postdoctoral research. He is mainly engaged in the research of intelligent imaging systems and algorithms, including imaging modalities such as single-photon, magnetic resonance and underwater imaging, as well as quantum machine learning. He has published more than 10 journal papers and conference papers as the first author or corresponding author, including important journals in the fields such as IEEE TCYB, IEEE TIM, IEEE TAI, QST, PRApplied, Neurocomputing, and top signal processing conferences such as IEEE ICASSP and EUSIPCO. He has long served as a reviewer for important journals in the fields such as IEEE TCYB, IEEE TCSVT, IEEE TNNLS, IEEE TCI, IEEE TIM, EAAI, OE, OL. He has obtained the Certified Trusted Reviewer certification from the Institute of Physics (IOP) in the UK.

教育和工作经历 / Education & Work Experience

2025–至今  云南马来亚学院（现代工学院）， 讲师 / Lecturer, Yunnan-Malaya Institute(School of Engineering), Yunnan University

2023–2024  赫瑞瓦特大学，工程与物理科学学院，信号、传感与系统研究所，博士后 / Postdoc, Heriot-Watt University, the School of Engineering and Physical Sciences, the Institute of Sensor, Signals and Systems.

2018–2023  浙江大学，控制科学与工程，博士 / Ph.D., Zhejiang University, Major: Control Science and Engineering.

2014–2018  浙江大学，自动化（控制），学士 / B.S., Zhejiang University, Major: Automation.

科研项目 / Research Projects

参与项目：

[1] 国家自然科学基金面上项目，“量子近似优化的控制设计与算法研究”，62173296

[2] UK Research and Innovation (UKRI) project, Extreme-scale precision Imaging in Radio Astronomy (EIRA, EP/T028270/1)

代表性论文 / Representative Publications

[1] Kehuan Yan, Peichao Lai, Yang Yang, Yi Ren, Tuyatsetseg Badarch, Yiwei Chen*, Xianghan Zheng. "Quantum-inspired multimodal fusion with Lindblad master equation for sentiment analysis." Neurocomputing, 130710, 2025. (中国自动化学会推荐A类期刊，中科院2区，IF=6.5)

[2] Yiwei Chen, Chao Tang, Amir Aghabiglou, Chung San Chu, Yves Wiaux*. "Scalable non-Cartesian magnetic resonance imaging with R2D2." European Signal Processing Conference (EUSIPCO), Oral, 2024.

[3] Yiwei Chen, Chen Jiang, Yong Liu, Hongye Su, Xiaomin Hu and Yu Pan*. "A compact upconversion single-photon imager for full-range and accurate 3D imaging." IEEE Transactions on Instrumentation and Measurement, vol. 72, pp. 1-9, 2023. (中国自动化学会推荐A+类期刊，中科院2区，IF=5.9)

[4] Yiwei Chen, Yu Pan* and Daoyi Dong. "Quantum language model with entanglement embedding for question answering." IEEE Transactions on Cybernetics, vol. 53, no. 6, pp. 3467-3478, 2023. (中国自动化学会推荐A+类期刊，中科院1区Top，IF=10.5)

[5] Yiwei Chen, Chen Jiang and Yu Pan*. "Single-photon image super-resolution via self-supervised learning." IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Oral, 2023. (中国计算机学会推荐B类会议)

[6] Yiwei Chen, Gongxin Yao, Yong Liu, Hongye Su, Xiaomin Hu and Yu Pan*. "Deep domain adversarial adaptation for photon-efficient imaging." Physical Review Applied, vol. 18, pp. 054048, 2023. (中科院2区Top，IF=4.4)

[7] Yiwei Chen, Yu Pan* and Daoyi Dong. " Residual tensor train: A quantum-inspired approach for learning multiple multilinear correlations." IEEE Transactions on Artificial Intelligence, vol. 4, no. 5, pp. 1101-1113, 2023.

[8] Yiwei Chen, Yu Pan*, Guofeng Zhang and Shuming Chen. "Detecting quantum entanglement with unsupervised learning." Quantum Science and Technology, vol. 7, no. 1, pp. 015005, 2021. (中科院2区Top，IF=5)

[9] Gongxin Yao#, Yiwei Chen#, Yong Liu, Xiaomin Hu and Yu Pan*. "Robust photon-efficient imaging using a pixel-wise residual shrinkage network." Optics Express, vol. 30, no. 11, pp. 18856-18873, 2022. (中国自动化学会推荐A类期刊，中科院2区，IF=3.3)

[10] Yiwei Chen, Ke Guo and Yu Pan*. "Robust supervised learning based on tensor network method." 33rd Youth Academic Annual Conference of Chinese Association of Automation, 2018. (中国自动化学会推荐A类国内会议)

荣誉与奖励 / Honors & Awards

1. 英国物理学会信赖审稿人/IOP Trusted Reviewer (by the Institute of Physics, UK) (<15%)

2. 2022年浙江大学菲尼克斯奖学金/Phoenix Scholarship of Zhejiang University

3. 2022年浙江大学优秀研究生/Outstanding Graduate Student of Zhejiang University，2022 (<30%)

4. 2021年浙江大学优秀博士岗位资助/Outstanding Doctoral Position Funding of Zhejiang University, 2021(<15%)

5. 2019年浙江大学优秀研究生/Outstanding Graduate Student of Zhejiang University, 2019 (<30%)