Scholar
Mingjie Shao
Google Scholar ID: anBs1YsAAAAJ
Academy of Mathematics and Systems Science, Chinese Academy of Sciences
Citations & Impact
Citations
659
H-index
14
i10-index
18
Publications
20
Co-authors
9
list available
Contact
Publications
Resume (English only)
Academic Achievements
- Published over forty SCI/EI papers in top journals and conferences such as IEEE Transactions on Signal Processing, IEEE Journal of Selected Topics in Signal Processing, IEEE Transactions on Information Forensics and Security, and IEEE ICASSP, with multiple papers listed among the top fifty most popular articles in IEEE journals.
- Recent publications include:
- - “Integrating Large Language Models into Fluid Antenna Systems: A Survey”
- - “Downlink MIMO Channel Estimation from Bits: Recoverability and Algorithm”
- - “A spatial Sigma-Delta approach to mitigation of power amplifier distortions in massive MIMO downlink”
- - “Optimizing Fluid Antenna Configurations for Constructive Interference Precoding”
- - “Quantization Noise as an Asset: Optimizing Physical Layer Security with Sigma-Delta Modulation”
- - “Robust Phase Retrieval from Quantized and Noisy Measurements”
- - “Language-Queried Target Sound Extraction Without Parallel Training Data”
- - “Communication-Efficient Federated Learning by Quantized Variance Reduction for Heterogeneous Wireless Edge Networks”
- - “Wasserstein Distributionally Robust Graph Learning via Algorithm Unrolling”
- - “An efficient sum-rate maximization algorithm for fluid antenna-assisted ISAC system”
- - “Maximum-Likelihood Active Device Detection and Channel Estimation in One-Bit MIMO System”
- - “CLAPSep: Leveraging Contrastive Pre-Trained Model for Multi-Modal Query-Conditioned Target Sound Extraction”
- - “Extreme Point Pursuit–Part I: A Framework for Constant Modulus Optimization”
- - “Extreme Point Pursuit–Part II: Further Error Bound Analysis and Applications”
- - “Accelerated and Deep Expectation Maximization for One-Bit MIMO-OFDM Detection”
Research Experience
- Postdoctoral research at the Department of Electronic Engineering, The Chinese University of Hong Kong, from 2020 to 2023.
- Visited the Academy of Mathematics and Systems Science, Chinese Academy of Sciences in 2022.
- Joined the School of Information Science and Engineering, Shandong University as a Qilu Young Scholar in 2023.
- Appointed as an Excellent Young Associate Researcher at the Academy of Mathematics and Systems Science, Chinese Academy of Sciences in 2024.
Education
- Bachelor's Degree: Communication Engineering, Xidian University, 2015
- PhD: Electronic Engineering, The Chinese University of Hong Kong, 2020, supervised by Prof. Wing-Kin Ma (IEEE Fellow), awarded the Hong Kong PhD Fellowship Scheme (HKPFS).
Background
- Research Interests:
- 1. Optimal estimation and identification theory and algorithms from a 'Mathematics + AI' perspective
- 2. Modeling and optimization of next-generation wireless communication systems
- 3. Intersection of machine learning and signal processing theory and algorithms
- Profile: Associate Researcher, PhD Supervisor, Future Star of Chen Jingrun, Institute of Systems Science, Academy of Mathematics and Systems Science, Chinese Academy of Sciences.
Miscellany
- IEEE Member
