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邵明杰 博士
副研究员，博士生导师，陈景润未来之星 |
Biography
2015年于西安电子科技大学通信工程专业“卓越工程师教育培养计划”获得学士学位，2020年于香港中文大学电子工程系获得博士学位，师从信号处理著名学者Wing-Kin Ma教授（IEEE Fellow），获得“香港政府博士奖学金（HKPFS）”。2020年至2023年期间于香港中文大学电子工程系从事博士后研究工作。2022年访问中国科学院数学与系统科学研究院。2023年就职于山东大学信息科学与工程学院，被聘为“齐鲁青年学者”。2024年加入中国科学院数学与系统科学研究院，任优秀青年副研究员。
IEEE会员。近年来在IEEE Transactions on Signal Processing、IEEE Journal of Selected Topics in Signal Processing、IEEE Transactions on Information Forensics and Security、 IEEE ICASSP等顶级期刊与会议发表SCI/EI论文四十余篇，多篇文章入选IEEE期刊最受欢迎前五十文章列表。
Research Directions
1）“数学+AI”视角下的最优估计与辨识理论与算法
2）新一代无线通信系统建模与优化
3）机器学习与信号处理理论与算法的交叉研究
News
[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.
Research Projects
国家自然科学基金青年科学基金项目,基于最优化和深度学习的1比特大规模MIMO信号检测,2025.01‑2027.12
山东省自然科学基金青年项目,大规模MIMO中低精度量化通信信号处理,2024.01.01‑2026.12.31