姓名 / Name: 陈逸威 / Yiwei Chen
职务 / Position: 博士，副教授，硕士研究生导师/ Ph.D., Associate Professor, Master's Supervisor
邮箱 / Email: yiweichen@ynu.edu.cn
地址 / Address: 云南马来亚学院（现代工学院）2306室 / Room 2306, Yunnan-Malaya Institute (School of Engineering), Yunnan University, Kunming, China
个人简介 / Resume
陈逸威，副教授，硕士研究生导师，主要从事智能成像、工业信号处理以及量子机器学习方面研究。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，在英国赫瑞瓦特大学（爱丁堡）信号、传感与系统研究所从事博士后研究工作。主持国家自然科学基金青年科学基金项目（C类），参与国家自然科学基金面上项目以及UK Research and Innovation (UKRI) project。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、EAAI、QST、PRApplied等领域内重要期刊以及IEEE ICASSP、EUSIPCO等领域内顶级会议。IEEE会员，CAA会员，担任IEEE TCYB、TIP、TCI、EAAI、PR、OE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、2025 IEEE TIM Outstanding Reviewer荣誉。
Yiwei Chen, Associate Professor and Supervisor of Master's Students, mainly engages in research on intelligent imaging, industrial signal processing, and quantum machine learning. He obtained a Bachelor of Engineering and a Doctor of Engineering from Zhejiang University in 2018 and 2023 respectively. From 2023 to 2024, he has conducted postdoctoral research at the Institute of Signals, Sensors and Systems, Heriot-Watt University (Edinburgh Campus), UK. He has published more than 10 journal and conference papers as the first author or corresponding author, including those in important journals in the field such as IEEE TCYB, IEEE TIM, IEEE TAI, EAAI, QST, and PRApplied, as well as top conferences in the field such as IEEE ICASSP and EUSIPCO. He is a member of IEEE and CAA, and serves as a reviewer for important journals in the field such as IEEE TCYB, TIP, TCI, TCSVT, TNNLS, TAI, TIM, EAAI, PR, OE, and OL. He has received the Trusted Reviewer Certification from the Institute of Physics (IOP) in the UK and the 2025 IEEE TIM Outstanding Reviewer Honor.
Google Scholar: https://scholar.google.co.uk/citations?user=gEYreuYAAAAJ&hl=zh-CN
ORCID: https://orcid.org/0000-0001-5739-2429
Personal Website: https://ewellchen.github.io
教育和工作经历 / Education & Work Experience
2025.11–至今 云南马来亚学院（现代工学院）， 副教授 / Associate Professor, Yunnan-Malaya Institute (School of Engineering), Yunnan University
2025.03–2025.11 云南马来亚学院（现代工学院），讲师 / Lecturer, Yunnan-Malaya Institute (School of Engineering), Yunnan University
2023.09–2024.10 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.
2018.09–2023.06 浙江大学，控制科学与工程，博士 / Ph.D., Zhejiang University, Major: Control Science and Engineering.
2014.09–2018.06 浙江大学，自动化，学士 / B.S., Zhejiang University, Major: Automation.
科研项目 / Research Projects
[3] 国家自然科学基金青年科学基金项目（C类），62503415，2026.01-2028.12，主持
[2] 国家自然科学基金面上项目，62173296，2022.01-2025.12，参与
[1] UK Research and Innovation (UKRI) project, Extreme-scale precision Imaging in Radio Astronomy (EIRA, EP/T028270/1)，参与
代表性论文 / Representative Publications
[15] Kehuan Yan, Peichao Lai, Xianghan Zheng*, Yang Yang, Yi Ren, Tuyatsetseg Badarch, Yiwei Chen*. "Quantum-inspired neural networks with stochastic dynamics for multimodal sentiment analysis and sarcasm detection." Engineering Applications of Artificial Intelligence, 112923, 2026. (中国自动化学会推荐A类期刊，中科院1区Top，IF=8.0)
[14] 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)
[13] 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.
[12] 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)
[11] 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)
[10] 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)
[9] 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)
[8] 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.
[7] 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)
[6] 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)
[5] 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)
[4] Yiwei Chen, Yves Wiaux*, et al. "The R2D2 Deep Neural Network Series for Scalable Non-Cartesian Magnetic Resonance Imaging." arXiv preprint arXiv:2503.09559 (2025), submitted.
[3] Gongxin Yao, Yixin Xuan, Yiwei Chen, et al. "Quantity-aware coarse-to-fine correspondence for image-to-point cloud registration." IEEE Sensors Journal (2024).
[2] Gongxin Yao, Yiwei Chen, et al. "Dynamic single-photon 3D imaging with a sparsity-based neural network." Optics Express 30.21 (2022): 37323-37340.
[1] Ming Li, Yiwei Chen, et al. "Efficient asynchronous vertical federated learning via gradient prediction and double-end sparse compression." 2020 16th international conference on control, automation, robotics and vision (ICARCV). IEEE, 2020.
荣誉与奖励 / Honors & Awards
6. 2025年TIM杰出审稿人/2025 IEEE TIM Outstanding Reviewer (by IEEE Instrumentation and Measurement Society)
5. 英国物理学会信赖审稿人/IOP Trusted Reviewer (by the Institute of Physics, UK) (<15%)
4. 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%)
2. 2021年浙江大学优秀博士岗位资助/Outstanding Doctoral Position Funding of Zhejiang University, 2021(<15%)
1. 2019年浙江大学优秀研究生/Outstanding Graduate Student of Zhejiang University, 2019 (<30%)
