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Mingjie Shao, Ph.D.
Associate Researcher, Doctoral Advisor,“Chen Jingrun Future Star” Project |
Biography
In 2015, I obtained a bachelor’s degree in Communication Engineering from Xidian University, China, under the “Excellent Engineer Education Program.” In 2020, I earned a doctoral degree in Electronic Engineer‑ ing from The Chinese University of Hong Kong, supported by the “Hong Kong PhD Fellowship Scheme (HKPFS),” under the supervision of Professor Wing‑Kin Ma (IEEE Fellow, IEEE TSP Editor‑in‑Chief). I Worked as a postdoctoral researcher in the Department of Electronic Engineering at The Chinese University of Hong Kong from 2020 to 2023. I Visited the Academy of Mathematics and Systems Science, Chinese Academy of Sciences in 2022. I joined the School of Information Science and Engineering at Shandong University in 2023 as a Research Professor, appointed as “Qilu Young Scholar.” In recent years, I have published over 30 SCI/EI papers, including more than 20 as the first author or corresponding author, in top journals and conferences such as IEEE Transactions on Signal Processing, IEEE Journal of Selected Topics in Signal Processing, and IEEE ICASSP. Multiple papers have been selected multiple times in the “Top 50 Popular Articles” list of IEEE journals.I am a member of IEEE. I serve as a reviewer for multiple international journals, including IEEE Transactions on Signal Processing, IEEE Transactions on Wireless Communications, IEEE Transactions on Vehicular Tech‑ nology, IEEE Transactions on Communications, and IEEE Journal of Selected Topics in Signal Processing.
Research Directions
1）Optimization Methods and Signal Processing
2）Next-Generation Wireless Communications and Sensing
3）Interdisciplinary Research on Machine Learning and Signal Processing Theory
News
[Jan., 2026] Our paper “One-Bit MIMO Detection: From Global Maximum-Likelihood Detector to Amplitude Retrieval Approach” has been accepted for publication in IEEE Transactions on Signal Processing.
[Nov., 2025] Our paper “Recursive Identification Based on Local Likelihood Function with Binary-Valued Observations” has been accepted for publication in IEEE Transactions on Automatic Control.
[Sep., 2025] Our paper “Multiuser MPSK Signal Detection For Rydberg Atomic Receiver” has been accepted for publication in IEEE Global Communications Conference (GLOBECOM) 2025.
[Aug., 2025] Our paper “Integrating Large Language Models into Fluid Antenna Systems: A Survey” has been accepted for publication in Sensors.
[Aug., 2025] Our paper “Downlink MIMO Channel Estimation from Bits: Recoverability and Algorithm” has been accepted for publication in IEEE Transactions on Signal Processing.
[Jul., 2025] Our paper “A spatial Sigma-Delta approach to mitigation of power amplifier distortions in massive MIMO downlink” has been accepted for publication in IEEE Open Journal of Signal Processing.
[Jul., 2025] Our paper “Optimizing Fluid Antenna Configurations for Constructive Interference Precoding” has been accepted for publication in IEEE/CIC International Conference on Communications in China (ICCC 2025).
[Jun., 2025] Our paper “Quantization Noise as an Asset: Optimizing Physical Layer Security with Sigma-Delta Modulation” has been accepted for publication in IEEE Transactions on Information Forensics and Security.
[May, 2025] Our paper “Robust Phase Retrieval from Quantized and Noisy Measurements” has been accepted for publication in 2025 IEEE International Conference on Acoustics, Speech and Signal Processing Workshops (ICASSPW).
[Apr., 2025] Our paper “Language-Queried Target Sound Extraction Without Parallel Training Data” has been accepted for publication in 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2025).
[Mar., 2025] Our paper “Communication-Efficient Federated Learning by Quantized Variance Reduction for Heterogeneous Wireless Edge Networks” has been accepted for publication in IEEE Transactions on Mobile Computing.
[Jan., 2025] Our paper “Wasserstein Distributionally Robust Graph Learning via Algorithm Unrolling” has been accepted for publication in IEEE Transactions on Signal Processing.
[Dec., 2024] Our paper "An efficient sum-rate maximization algorithm for fluid antenna-assisted ISAC system, has been accepted for publication in IEEE Communications Letters, and has been selected in the Popular Papers list.
[Nov., 2024] Our paper “Maximum-Likelihood Active Device Detection and Channel Estimation in One-Bit MIMO System”, has been accepted for publication in IEEE Signal Processing Letters.
[Nov., 2024] Our paper “CLAPSep: Leveraging Contrastive Pre-Trained Model for Multi-Modal Query-Conditioned Target Sound Extraction”, has been accepted for publication in IEEE/ACM Transactions on Audio, Speech and Language Processing.
[Oct., 2024] Our papers “Extreme Point Pursuit–Part I: A Framework for Constant Modulus Optimization” and “Extreme Point Pursuit–Part II: Further Error Bound Analysis and Applications”, have been accepted for publication in IEEE Transactions on Signal Processing.
[Feb., 2024] Our paper “Accelerated and Deep Expectation Maximization for One-Bit MIMO-OFDM Detection”, has been accepted for publication in IEEE Transactions on Signal Processing.