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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）Optimal Estimation and Identification Theory & Algorithms from a “Mathematics+AI” Perspective
2）Modeling and Optimization of Next-Generation Wireless Communication Systems
3）Interdisciplinary Research on Machine Learning and Signal Processing Theories & Algorithms
News
[Nov., 2024] Our paper “Maximum-Likelihood Active Device Detection and Channel Estimation in One-Bit MIMO System”, jointly with Prof. Haixia Zhang, Mingye Ge and Yatao Liu, 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”, jointly with Prof. Ju Liu, Prof. Xixin Wu, Hao Ma, Zhiyuan Peng and Xu Li, 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”, jointly with Prof. Wing-Kin Ma, Prof. Anthony Man-Cho So, Junbin Liu and Ya Liu, 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”, jointly with Prof. Wing-Kin Ma, Junbin Liu, and Zihao Huang, has been accepted for publication in IEEE Transactions on Signal Processing.
[Dec., 2023] Two papers “Extending Whisper with prompt tuning to target-speaker ASR”, jointly with Hao Ma, Zhiyuan Peng, Jing Li, Ju Liu, and “An efficient algorithm for multiuser sum-rate maximization of large-scale active RIS-aided MIMO system”, jointly with Qian Zhang, Qiang Li, Ju Liu, have been accepted for publication in 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2024).
[Oct., 2023] Our paper “Efficient CI-Based One-Bit Precoding for Multiuser Downlink Massive MIMO Systems with PSK Modulation”, jointly with Zheyu Wu, Prof. Bo Jiang, Prof. Ya-Feng Liu, and Prof. Yu-Hong Dai, has been accepted for publication in IEEE Transactions on Wireless Communications .
[June, 2023] Our paper “An Efficient Global Algorithm For One-Bit Maximum-Likelihood MIMO Detection”, jointly with Cheng-Yang Yu, Prof. Wei-Kun Chen, Prof. Ya-Feng Liu and Prof. Wing-Kin Ma, has been accepted for publication in the 24th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC 2023) .
[June, 2023] Our paper “An Explanation of Deep MIMO Detection from a Perspective of Homotopy Optimization,” jointly with Prof. Wing-Kin Ma and Junbin Liu, is the No. 1 of the Popular Articles for the IEEE Open Journal of Signal Processing in May 2023.
[May, 2023] Our paper “Probabilistic Semi-Nonnegative Matrix Factorization via Maximum-Likelihood and Variational Inference”, jointly with Prof. Wing-Kin Ma and Junbin Liu, has been accepted for publication in the 31st European Signal Processing Conference (EUSIPCO 2023) .
[Feb., 2023] Two papers “Symbol-Level Precoding is Related to Parameter Estimation from Quantized Data” and “Covariance Regularization for Probabilistic Linear Discriminant Analysis” have been accepted for publication in 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2023).