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Shilian Zheng

National Key Laboratory of Electromagnetic Space Security

26H-index
149Paper Count
2.5KCitation Count
Published Papers 62
Publication Date
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Energy-Efficient Radio Modulation Classification via CNN-to-CSNN Conversion
errIEEE Transactions on Cognitive Communications and Networking
IF7
err2026-06-22
err0
PREAI
errWeiguo Shen; Yuhang Liu; Shilian Zheng; Zhuo Zou; Lirong Zheng; Xiaoniu Yang
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errSave
Feature-Sequence Contrastive Learning for Few-Shot Modulation Recognition
errIEEE Transactions on Cognitive Communications and Networking
IF7
err2026-06-22
err0
PREAI
errTao Chen; Jie Chen; Luxin Zhang; Xiaolong Zhou; Shilian Zheng
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Adversarially Robust Wideband Spectrum Sensing in the Frequency Domain
errIEEE Transactions on Communications
IF8.3
err2026-06-16
err0
PREAI
errShilian Zheng; Zhihao Ye; Luxin Zhang; Keqiang Yue; Yupei Zhang; Weiguo Shen; Zhijin Zhao
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Class-aware contrastive learning for radio signal generalized category discovery
errEngineering Applications of Artificial Intelligence
IF8
err2026-04-07
err0
PREAI
errJie Chen; Shilian Zheng; Luxin Zhang; Keqiang Yue; Zhijin Zhao
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errSave
Multi-Task Adversarial Attacks for Wireless Communication Signals
errIEEE Transactions on Communications
IF8.3
err2026-03-27
err0
PREAI
errZihao Zhang; Shilian Zheng; Jiakai Liang; Chao Wang; Shenping Wu; Keqiang Yue; Wenjun Li
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errSave
Black-Box Attacks on DOA Estimation
errIEEE Transactions on Cognitive Communications and Networking
IF7
err2026-03-23
err0
PREAI
errShilian Zheng; Xiaoxiang Wu; Luxin Zhang; Peihan Qi; Weiguo Shen; Keqiang Yue; Zhijin Zhao; Xiaoniu Yang
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errSave
MSM-Pnet: Multiscale-Masked Transformer Pretraining for FM-Based Positioning
errIEEE Internet of Things Journal
IF8.9
err2026-02-04
err0
PREAI
errShilian Zheng; Quan Lin; Luxin Zhang; Xinjiang Qiu; Keqiang Yue; Zhijin Zhao; Xiaoniu Yang
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errSave
High-Order Feature Modeling and Multi-Level Reconstruction for Modulation Open-Set Detection
errIEEE Transactions on Cognitive Communications and Networking
IF7
err2026-01-01
err0
PREAI
errJiaye Hou; Dongwei Xu; Fuxing Song; Zhuangzhi Chen; Qi Xuan; Shilian Zheng; Yun Lin; Guan Gui
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errSave
AMEE: Automatic Modulation Open Set Recognition Through Deep Metric Learning With Embedding Enhancement
errIEEE Transactions on Reliability
IF5.7
err2025-12-30
err0
PREAI
errDongwei Xu; Jiaye Hou; Fuxing Song; Zhuangzhi Chen; Shilian Zheng; Qi Xuan; Yun Lin; Xiaoniu Yang
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errSave
Class Feature Space Reconstruction for Automatic Modulation Open Set Recognition
errIEEE Transactions on Cognitive Communications and Networking
IF7
err2025-12-30
err0
PREAI
errJie Chen; Shilian Zheng; Luxin Zhang; Keqiang Yue; Zhijin Zhao
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errSave
WK-Pnet: FM-Based Positioning via Wavelet Packet Decomposition and Knowledge Distillation
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2025-12-01
err0
PREAI
errZheng, Shilian; Lin, Quan; Qi, Peihan; Zhang, Luxin; Qiu, Xinjiang; Zhao, Zhijin; Yang, Xiaoniu
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errSave
Data augmentation via noise injection and VMD for deep learning-based modulation recognition in few-shot scenario
errPHYSICAL COMMUNICATION
IF2.2
err2025-12-01
err0
PREAI
errTaoChen; Zheng, Shilian
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errSave
DS-Pnet: Low-Complexity Deep Learning-Based Positioning With FM Signal Downsampling
errIEEE Transactions on Vehicular Technology
IF7.1
err2025-09-29
err0
PREAI
errShilian Zheng; Xinjiang Qiu; Luxin Zhang; Quan Lin; Keqiang Yue; Zhijin Zhao
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errSave
Structure characterization and protective effect against UVB irradiation of polysaccharides isolated from the peach gums
errINTERNATIONAL JOURNAL OF BIOLOGICAL MACROMOLECULES
IF8.5
err2025-06-01
err0
PREAI
errZhang, Yi; Zheng, Shilian; Si, Haoyu; Liu, Yanfang; Xie, Fan; Wang, Xiao; Wu, Songheng; Chen, Bingjie; Zhai, Chuntao; Qiao, Yongjin
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A review on recent advances in polymeric microneedle loading cells: Design strategies, fabrication technologies, transdermal application and challenges
errINTERNATIONAL JOURNAL OF BIOLOGICAL MACROMOLECULES
IF8.5
err2025-03-01
err1
PREAI
errWang, Zixin; Zhang, Dongmei; Liu, Ningning; Wang, Jiayi; Zhang, Qianjie; Zheng, Shilian; Zhang, Zijia; Zhang, Wanping
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errSave
Intelligent Decision-Making for Asynchronous Dynamic Orthogonal Networking Based on DO-QMIX Algorithm
errIEEE COMMUNICATIONS LETTERS
IF4.4
err2025-01-01
err0
PREAI
errChen, Yibo; Zhao, Zhijin; Ye, Xueyi; Zheng, Shilian; Yang, Xiaoniu
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errSave
Unsupervised Spectrum Anomaly Detection With Distillation and Memory Enhanced Autoencoders
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2024-12-15
err1
PREAI
errQi, Peihan; Jiang, Tao; Xu, Jiabo; He, Jinyang; Zheng, Shilian; Li, Zan
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errSave
Ionic conducting hydrogels as biomedical materials: classification, design strategies, and skin tissue engineering applications
errJOURNAL OF BIOMATERIALS SCIENCE-POLYMER EDITION
IF3.6
err2024-12-02
err0
PREAI
errZhang, Wanping; Li, Zhe; Zhang, Qianjie; Zheng, Shilian; Zhang, Zijia; Chen, Simin; Wang, Zixin; Zhang, Dongmei
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errSave
Augmenting Radio Signals With Wavelet Transform for Deep Learning-Based Modulation Recognition
errIEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING
IF7
err2024-12-01
err0
errOAAI
errChen, Tao; Zheng, Shilian; Qiu, Kunfeng; Zhang, Luxin; Xuan, Qi; Yang, Xiaoniu
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errSave
Blind Recognition Method for Non-Cooperative Communication Signals Based on Aerial Computing
errIEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING
IF7.9
err2024-11-01
err2
PREAI
errWang, Bin; Jiang, Ziyan; Zhou, Huaji; Zheng, Shilian
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errSave

Research Directions

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Co-authors
Cooperation Journals
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Licheng Jiao
H-index: 102 · Papers: 3.2K
张
张宁 (Ning Zhang)
H-index: 90 · Papers: 1.3K
A
Arumugam Nallanathan
H-index: 86 · Papers: 1.1K
N
Nan Zhao
H-index: 72 · Papers: 728
G
Guan Gui
H-index: 72 · Papers: 872
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