Shilian Zheng

90 papers C 1Journal 78Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
AMEE: Automatic Modulation Open Set Recognition Through Deep Metric Learning With Embedding Enhancement.
IEEE Trans. Reliab.
Dongwei Xu, Jiaye Hou, Fuxing Song, Zhuangzhi Chen, Shilian Zheng, Qi Xuan, Yun Lin, Xiaoniu Yang
2026 J jnl
Black-Box Attacks on DOA Estimation.
IEEE Trans. Cogn. Commun. Netw.
Shilian Zheng, Xiaoxiang Wu, Luxin Zhang, Peihan Qi, Weiguo Shen, Keqiang Yue, Zhijin Zhao, Xiaoniu Yang
2026 J jnl
Class Feature Space Reconstruction for Automatic Modulation Open Set Recognition.
IEEE Trans. Cogn. Commun. Netw.
Jie Chen, Shilian Zheng, Luxin Zhang, Keqiang Yue, Zhijin Zhao
2026 J jnl
Class-aware contrastive learning for radio signal generalized category discovery.
Eng. Appl. Artif. Intell.
Jie Chen, Shilian Zheng, Luxin Zhang, Keqiang Yue, Zhijin Zhao
2026 J jnl
DS-Pnet: Low-Complexity Deep Learning-Based Positioning With FM Signal Downsampling.
IEEE Trans. Veh. Technol.
Shilian Zheng, Xinjiang Qiu, Luxin Zhang, Quan Lin, Keqiang Yue, Zhijin Zhao
2026 J jnl
Data augmentation via noise injection and VMD for deep learning-based modulation recognition in few-shot scenario.
Phys. Commun.
Tao Chen, Shilian Zheng
2026 J jnl
High-Order Feature Modeling and Multi-Level Reconstruction for Modulation Open-Set Detection.
IEEE Trans. Cogn. Commun. Netw.
Jiaye Hou, Dongwei Xu, Fuxing Song, Zhuangzhi Chen, Qi Xuan, Shilian Zheng, Yun Lin, Guan Gui
2026 J jnl
Multi-Task Adversarial Attacks for Wireless Communication Signals.
IEEE Trans. Commun.
Zihao Zhang, Shilian Zheng, Jiakai Liang, Chao Wang, Shenping Wu, Keqiang Yue, Wenjun Li
2025 J jnl
Adversarial Attack and Reliable Defense Based on Frequency Domain Feature Enhancement for Automatic Modulation Classification.
IEEE Trans. Inf. Forensics Secur.
Yongchao Meng, Peihan Qi, Shilian Zheng, Zihao Cai, Xiaoyu Zhou, Tao Jiang
2025 J jnl
EraseIMF: Enhancing Deep Learning-Based Few-Shot Modulation Recognition With VMD Random Erasure Augmentation.
IEEE Commun. Lett.
Tao Chen, Shilian Zheng, Qi Xuan, Xiaoniu Yang
2025 J jnl
Intelligent Decision-Making for Asynchronous Dynamic Orthogonal Networking Based on DO-QMIX Algorithm.
IEEE Commun. Lett.
Yibo Chen, Zhijin Zhao, Xueyi Ye, Shilian Zheng, Xiaoniu Yang
2025 J jnl
Multi-View Discriminant Framework for Automatic Modulation Open Set Recognition.
IEEE Trans. Commun.
Jiaye Hou, Dongwei Xu, Fuxing Song, Zhuangzhi Chen, Qi Xuan, Shilian Zheng, Yun Lin, Xiaoniu Yang
2025 J jnl
Residual CNN-Based Transceiver With Attention-Aided GAN for Unknown Channels.
IEEE Trans. Cogn. Commun. Netw.
Huimei Han, Shanshan Wang, Weidang Lu, Shilian Zheng, Xiaoniu Yang
2025 J jnl
Sparse Inversion Localization of Multiple Sources With a Wireless Sensor Network.
IEEE Internet Things J.
Peihan Qi, Jinyang Ren, Wei Liu, Panpan Zhu, Shilian Zheng
2025 J jnl
WK-Pnet: FM-Based Positioning via Wavelet Packet Decomposition and Knowledge Distillation.
IEEE Internet Things J.
Shilian Zheng, Quan Lin, Peihan Qi, Luxin Zhang, Xinjiang Qiu, Zhijin Zhao, Xiaoniu Yang
2024 J jnl
A ConvLSTM-Based Blind Receiver for Physical Layer Wireless Communication.
IEEE Trans. Veh. Technol.
Huimei Han, Tianjia Shen, Yunxian Chen, Weidang Lu, Shilian Zheng, Xianbin Wang, Xiaoniu Yang
2024 J jnl
AIR: Threats of Adversarial Attacks on Deep Learning-Based Information Recovery.
IEEE Trans. Wirel. Commun.
Jinyin Chen, Jie Ge, Shilian Zheng, Linhui Ye, Haibin Zheng, Weiguo Shen, Keqiang Yue, Xiaoniu Yang
2024 J jnl
AT-GAN: A Backdoor Attack Against Radio Signals Modulation Based on Adaptive Trigger.
IEEE Trans. Circuits Syst. II Express Briefs
Dongwei Xu, Ruochen Fang, Qi Xuan, Weiguo Shen, Shilian Zheng, Xiaoniu Yang
2024 J jnl
AdvCheck: Characterizing adversarial examples via local gradient checking.
Comput. Secur.
Ruoxi Chen, Haibo Jin, Jinyin Chen, Haibin Zheng, Shilian Zheng, Xiaoniu Yang, Xing Yang
2024 J jnl
Adversarial Defense Embedded Waveform Design for Reliable Communication in the Physical Layer.
IEEE Internet Things J.
Peihan Qi, Yongchao Meng, Shilian Zheng, Xiaoyu Zhou, Nan Cheng, Zan Li
2024 J jnl
Augmenting Radio Signals With Wavelet Transform for Deep Learning-Based Modulation Recognition.
IEEE Trans. Cogn. Commun. Netw.
Tao Chen, Shilian Zheng, Kunfeng Qiu, Luxin Zhang, Qi Xuan, Xiaoniu Yang
2024 J jnl
Blind Recognition Method for Non-Cooperative Communication Signals Based on Aerial Computing.
IEEE Trans. Netw. Sci. Eng.
Bin Wang, Ziyan Jiang, Huaji Zhou, Shilian Zheng
2024 J jnl
Channel Pruning Method for Signal Modulation Recognition Deep Learning Models.
IEEE Trans. Cogn. Commun. Netw.
Zhuangzhi Chen, Zhangwei Wang, Xuzhang Gao, Jinchao Zhou, Dongwei Xu, Shilian Zheng, Qi Xuan, Xiaoniu Yang
2024 J jnl
Data-Driven Intelligent Receiver for OTFS Communication in Internet of Vehicles.
IEEE Trans. Veh. Technol.
Bin Wang, Zhuang Yuan, Shilian Zheng, Yang Liu
2024 J jnl
Deep Learning-Based DOA Estimation.
IEEE Trans. Cogn. Commun. Netw.
Shilian Zheng, Zhuang Yang, Weiguo Shen, Luxin Zhang, Jiawei Zhu, Zhijin Zhao, Xiaoniu Yang
2024 J jnl
Deep Learning-Based FM Demodulation in Complex Electromagnetic Environment.
IEEE Open J. Commun. Soc.
Shilian Zheng, Zhangbin Pei, Tao Chen, Jiepeng Chen, Weidang Lu, Xiaoniu Yang
2024 J jnl
Deep Learning-Based SNR Estimation.
IEEE Open J. Commun. Soc.
Shilian Zheng, Shurun Chen, Tao Chen, Zhuang Yang, Zhijin Zhao, Xiaoniu Yang
2024 J jnl
DeepSIG: A Hybrid Heterogeneous Deep Learning Framework for Radio Signal Classification.
IEEE Trans. Wirel. Commun.
Kunfeng Qiu, Shilian Zheng, Luxin Zhang, Caiyi Lou, Xiaoniu Yang
2024 — conf
Detection of DSSS Signals Based on Autocorrelation Compressed Sampling and Deep Learning.
ICCT
Fengyang Gu, Shilian Zheng, Keqiang Yue, Zhijin Zhao, Xiaoniu Yang
2024 J jnl
FM-Based Positioning via Deep Learning.
IEEE J. Sel. Areas Commun.
Shilian Zheng, Jiacheng Hu, Luxin Zhang, Kunfeng Qiu, Jie Chen, Peihan Qi, Zhijin Zhao, Xiaoniu Yang
2024 J jnl
GAN-Based Siamese Neuron Network for Modulation Classification Against White-Box Adversarial Attacks.
IEEE Trans. Cogn. Commun. Netw.
Xiaoyu Zhou, Peihan Qi, Weilin Zhang, Shilian Zheng, Ning Zhang, Zan Li
2024 J jnl
Intelligent decision-making for a "Three-Variable" frequency-hopping pattern based on OC-CDRL.
Phys. Commun.
Ziyu Meng, Shaogang Dai, Zhijin Zhao, Xueyi Ye, Shilian Zheng, Caiyi Lou, Xiaoniu Yang
2024 J jnl
Learn to Defend: Adversarial Multi-Distillation for Automatic Modulation Recognition Models.
IEEE Trans. Inf. Forensics Secur.
Zhuangzhi Chen, Zhangwei Wang, Dongwei Xu, Jiawei Zhu, Weiguo Shen, Shilian Zheng, Qi Xuan, Xiaoniu Yang
2024 J jnl
MASSnet: Deep-Learning-Based Multiple-Antenna Spectrum Sensing for Cognitive-Radio-Enabled Internet of Things.
IEEE Internet Things J.
Luxin Zhang, Shilian Zheng, Kunfeng Qiu, Caiyi Lou, Xiaoniu Yang
2024 J jnl
PCSP: A Novel Class Discovery Algorithm for Radio Signal Classification.
IEEE Trans. Cogn. Commun. Netw.
Jie Chen, Zhijin Zhao, Shilian Zheng, Luxin Zhang, Kunfeng Qiu, Xiaoniu Yang
2024 J jnl
RobustRMC: Robustness Interpretable Deep Neural Network for Radio Modulation Classification.
IEEE Trans. Cogn. Commun. Netw.
Jinyin Chen, Danxin Liao, Shilian Zheng, Linhui Ye, Chenyu Jia, Haibin Zheng, Sheng Xiang
2024 — conf
SigRNet: A Deep Intelligent Speech Receiver Based on Regression Model.
ICCT
Ziliang Zhou, Shilian Zheng, Zhijin Zhao, Xiaoniu Yang
2024 J jnl
Speech Semantic Communication Based on Swin Transformer.
IEEE Trans. Cogn. Commun. Netw.
Ziliang Zhou, Shilian Zheng, Jie Chen, Zhijin Zhao, Xiaoniu Yang
2024 J jnl
Unraveling Complexity: An Exploration Into Large-Scale Multimodal Signal Processing.
IEEE Intell. Syst.
Zhenyu Wen, Yuheng Ye, Jie Su, Taotao Li, Jinhao Wan, Shilian Zheng, Zhen Hong, Shibo He, Haoran Duan, Yuexiang Li, Yawen Huang, Yefeng Zheng
2024 J jnl
Unsupervised Spectrum Anomaly Detection With Distillation and Memory Enhanced Autoencoders.
IEEE Internet Things J.
Peihan Qi, Tao Jiang, Jiabo Xu, Jinyang He, Shilian Zheng, Zan Li
2023 J jnl
AIR: Threats of Adversarial Attacks on Deep Learning-Based Information Recovery.
CoRR
Jinyin Chen, Jie Ge, Shilian Zheng, Linhui Ye, Haibin Zheng, Weiguo Shen, Keqiang Yue, Xiaoniu Yang
2023 J jnl
Adversarial Attacks on Deep Learning-Based DOA Estimation With Covariance Input.
IEEE Signal Process. Lett.
Zhuang Yang, Shilian Zheng, Luxin Zhang, Zhijin Zhao, Xiaoniu Yang
2023 J jnl
Augmenting Radio Signals with Wavelet Transform for Deep Learning-Based Modulation Recognition.
CoRR
Tao Chen, Shilian Zheng, Kunfeng Qiu, Luxin Zhang, Qi Xuan, Xiaoniu Yang
2023 J jnl
Collaborative and Incremental Learning for Modulation Classification With Heterogeneous Local Dataset in Cognitive IoT.
IEEE Trans. Green Commun. Netw.
Peihan Qi, Xiaoyu Zhou, Yuanlei Ding, Shilian Zheng, Tao Jiang, Zan Li
2023 J jnl
Contrastive Clustering for Unsupervised Recognition of Interference Signals.
Comput. Syst. Sci. Eng.
Xiangwei Chen, Zhijin Zhao, Xueyi Ye, Shilian Zheng, Caiyi Lou, Xiaoniu Yang
2023 — conf
Deep Blind Demodulation of Binary Modulated Signals.
ICCT
Zhangbin Pei, Shilian Zheng, Shichuan Chen, Jiepeng Chen, Weidang Lu, Xiaoniu Yang
2023 J jnl
Deep Learning-Based Frequency Offset Estimation.
CoRR
Tao Chen, Shilian Zheng, Jiawei Zhu, Qi Xuan, Xiaoniu Yang
2023 — conf
Deep Learning-Based SNR Estimation with Covariance Input.
ICCT
Shurun Chen, Shilian Zheng, Zhuang Yang, Tao Chen, Zhijin Zhao, Xiaoniu Yang
2023 J jnl
EMD and VMD Empowered Deep Learning for Radio Modulation Recognition.
IEEE Trans. Cogn. Commun. Netw.
Tao Chen, Shuncheng Gao, Shilian Zheng, Shanqing Yu, Qi Xuan, Caiyi Lou, Xiaoniu Yang
2023 J jnl
FedBKD: Heterogenous Federated Learning via Bidirectional Knowledge Distillation for Modulation Classification in IoT-Edge System.
IEEE J. Sel. Top. Signal Process.
Peihan Qi, Xiaoyu Zhou, Yuanlei Ding, Zhengyu Zhang, Shilian Zheng, Zan Li
2023 J jnl
Intelligent Anti-Jamming Decision With Continuous Action and State in Bivariate Frequency Agility Communication System.
IEEE Trans. Cogn. Commun. Netw.
Yupei Zhang, Zhijin Zhao, Shilian Zheng, Fangfang Qiang
2023 J jnl
OFDM sensing based on deep learning.
Phys. Commun.
Shilian Zheng, Fei Wei, Xiaoyu Zhou, Fengyang Gu, Keqiang Yue, Caiyi Lou, Zhijin Zhao, Xiaoniu Yang
2023 J jnl
Online Edge Learning Offloading and Resource Management for UAV-Assisted MEC Secure Communications.
IEEE J. Sel. Top. Signal Process.
Yu Ding, Yunqi Feng, Weidang Lu, Shilian Zheng, Nan Zhao, Limin Meng, Arumugam Nallanathan, Xiaoniu Yang
2023 J jnl
The Importance of Expert Knowledge for Automatic Modulation Open Set Recognition.
IEEE Trans. Pattern Anal. Mach. Intell.
Taotao Li, Zhenyu Wen, Yang Long, Zhen Hong, Shilian Zheng, Li Yu, Bo Chen, Xiaoniu Yang, Ling Shao
2023 J jnl
Toward Next-Generation Signal Intelligence: A Hybrid Knowledge and Data-Driven Deep Learning Framework for Radio Signal Classification.
IEEE Trans. Cogn. Commun. Netw.
Shilian Zheng, Xiaoyu Zhou, Luxin Zhang, Peihan Qi, Kunfeng Qiu, Jiawei Zhu, Xiaoniu Yang
2023 — conf
Unified Deep Neural Demodulation Network Design for QAM Signal Recovery.
VTC Fall
Bowen Xiao, Shilian Zheng, Jiawei Zhu, Ziyi Zhang, Yan Long, Honghao Ju
2022 J jnl
A Deep Learning-Based Intelligent Receiver for Improving the Reliability of the MIMO Wireless Communication System.
IEEE Trans. Reliab.
Bin Wang, Ke Xu, Shilian Zheng, Huaji Zhou, Yang Liu
2022 J jnl
AvgNet: Adaptive Visibility Graph Neural Network and Its Application in Modulation Classification.
IEEE Trans. Netw. Sci. Eng.
Qi Xuan, Jinchao Zhou, Kunfeng Qiu, Zhuangzhi Chen, Dongwei Xu, Shilian Zheng, Xiaoniu Yang
2022 — conf
Deep Learning Based Source Number Estimation with Single-Channel Mixtures.
ICC
Weiguo Shen, Shilian Zheng, Shichuan Chen, Huaji Zhou, Xiaoniu Yang
2022 J jnl
Deep Reinforcement Learning Based Decision Making for Complex Jamming Waveforms.
Entropy
Yuting Xu, Chao Wang, Jiakai Liang, Keqiang Yue, Wenjun Li, Shilian Zheng, Zhijin Zhao
2022 J jnl
Detection of Direct Sequence Spread Spectrum Signals Based on Deep Learning.
IEEE Trans. Cogn. Commun. Netw.
Fei Wei, Shilian Zheng, Xiaoyu Zhou, Luxin Zhang, Caiyi Lou, Zhijin Zhao, Xiaoniu Yang
2022 J jnl
Electromagnetic Signal Classification Based on Class Exemplar Selection and Multi-Objective Linear Programming.
Remote. Sens.
Huaji Zhou, Jing Bai, Linchun Niu, Jie Xu, Zhu Xiao, Shilian Zheng, Licheng Jiao, Xiaoniu Yang
2022 J jnl
Intelligent Anti-Jamming Decision Algorithm of Bivariate Frequency Hopping Pattern Based on DQN With PER and Pareto.
Int. J. Inf. Technol. Web Eng.
Jiasheng Zhu, Zhijin Zhao, Shilian Zheng
2022 J jnl
SigNet: A Novel Deep Learning Framework for Radio Signal Classification.
IEEE Trans. Cogn. Commun. Netw.
Zhuangzhi Chen, Hui Cui, Jingyang Xiang, Kunfeng Qiu, Liang Huang, Shilian Zheng, Shichuan Chen, Qi Xuan, Xiaoniu Yang
2021 J jnl
Adaptive Visibility Graph Neural Network and its Application in Modulation Classification.
CoRR
Qi Xuan, Kunfeng Qiu, Jinchao Zhou, Zhuangzhi Chen, Dongwei Xu, Shilian Zheng, Xiaoniu Yang
2021 J jnl
Automatic Modulation Classification Based on Deep Residual Networks With Multimodal Information.
IEEE Trans. Cogn. Commun. Netw.
Peihan Qi, Xiaoyu Zhou, Shilian Zheng, Zan Li
2021 J jnl
CLPVG: Circular limited penetrable visibility graph as a new network model for time series.
CoRR
Qi Xuan, Jinchao Zhou, Kunfeng Qiu, Dongwei Xu, Shilian Zheng, Xiaoniu Yang
2021 J jnl
Cooperative Topology Sensing of Wireless Networks With Distributed Sensors.
IEEE Trans. Cogn. Commun. Netw.
Zitong Liu, Guoru Ding, Zheng Wang, Shilian Zheng, Jiachen Sun, Qihui Wu
2021 J jnl
DeepReceiver: A Deep Learning-Based Intelligent Receiver for Wireless Communications in the Physical Layer.
IEEE Trans. Cogn. Commun. Netw.
Shilian Zheng, Shichuan Chen, Xiaoniu Yang
2021 J jnl
FEM: Feature extraction and mapping for radio modulation classification.
Phys. Commun.
Jinyin Chen, Hui Cui, Shenghuan Miao, Changan Wu, Haibin Zheng, Shilian Zheng, Liang Huang, Qi Xuan
2020 C conf
Feature Explainable Deep Classification for Signal Modulation Recognition.
IECON
Jinyin Chen, Shenghuan Miao, Haibin Zheng, Shilian Zheng
2020 J jnl
SigNet: An Advanced Deep Learning Framework for Radio Signal Classification.
CoRR
Zhuangzhi Chen, Hui Cui, Jingyang Xiang, Kunfeng Qiu, Liang Huang, Shilian Zheng, Shichuan Chen, Qi Xuan, Xiaoniu Yang
2019 J jnl
Deep Learning for Large-Scale Real-World ACARS and ADS-B Radio Signal Classification.
IEEE Access
Shichuan Chen, Shilian Zheng, Lifeng Yang, Xiaoniu Yang
2019 J jnl
Deep Learning for Large-Scale Real-World ACARS and ADS-B Radio Signal Classification.
CoRR
Shichuan Chen, Shilian Zheng, Lifeng Yang, Xiaoniu Yang
2019 J jnl
Fusion Methods for CNN-Based Automatic Modulation Classification.
IEEE Access
Shilian Zheng, Peihan Qi, Shichuan Chen, Xiaoniu Yang
2019 — conf
Joint Delay and Maintenance Optimization for Spectrum Handoff in Cognitive Radio Networks Using Binary Shuffled Frog Leaping Algorithm.
ICCT
Jianjun Jiang, Shilian Zheng
2019 J jnl
Spectrum Sensing Based on Deep Learning Classification for Cognitive Radios.
CoRR
Shilian Zheng, Shichuan Chen, Peihan Qi, Huaji Zhou, Xiaoniu Yang
2019 J jnl
Weight-Variable Scattering Convolution Networks and Its Application in Electromagnetic Signal Classification.
IEEE Access
Huaji Zhou, Licheng Jiao, Shilian Zheng, Shichuan Chen, Lifeng Yang, Weiguo Shen, Xiaoniu Yang
2019 J jnl
融合学习差分进化和粒子群优化算法的认知决策引擎 (Cognitive Decision Engine of Hybrid Learning Differential Evolution and Particle Swarm Optimization).
计算机科学
Yupei Zhang, Zhijin Zhao, Shilian Zheng
2018 J jnl
Big Data Processing Architecture for Radio Signals Empowered by Deep Learning: Concept, Experiment, Applications and Challenges.
IEEE Access
Shilian Zheng, Shichuan Chen, Lifeng Yang, Jiawei Zhu, Zhenxing Luo, Junjie Hu, Xiaoniu Yang
2017 J jnl
Predecision for Wideband Spectrum Sensing With Sub-Nyquist Sampling.
IEEE Trans. Veh. Technol.
Tianyi Xiong, Hongbin Li, Peihan Qi, Zan Li, Shilian Zheng
2014 J jnl
Target Channel Visiting Order Design Using Particle Swarm Optimization for Spectrum Handoff in Cognitive Radio Networks.
Algorithms
Shilian Zheng, Zhijin Zhao, Changlin Luo, Xiaoniu Yang
2014 — conf
Wideband spectrum sensing based on group testing utilizing polyphase filter banks.
DSP
Shilian Zheng, Xiaoniu Yang
2011 — conf
Distributed consensus algorithms for decision fusion based cooperative spectrum sensing in cognitive radio.
ISCIT
Shilian Zheng, Xiaoniu Yang, Caiyi Lou
2011 — conf
Specific primary user sensing for wireless security in IEEE 802.22 network.
ISCIT
Zhenxing Luo, Caiyi Lou, Shichuan Chen, Shilian Zheng, Shaowei Li
2011 J jnl
Target Channel Sequence Selection Scheme for Proactive-Decision Spectrum Handoff.
IEEE Commun. Lett.
Shilian Zheng, Xiaoniu Yang, Shichuan Chen, Caiyi Lou
2011 — conf
Wideband spectrum sensing in modulated wideband converter based cognitive radio system.
ISCIT
Shilian Zheng, Xiaoniu Yang
2010 J jnl
Joint Power Control and Spectrum Allocation for Cognitive Radio with QoS Constraint.
Commun. Netw.
Zhijin Zhao, Zhen Peng, Zhidong Zhao, Shilian Zheng
2009 J jnl
Cognitive radio adaptation using particle swarm optimization.
Wirel. Commun. Mob. Comput.
Zhijin Zhao, Shiyu Xu, Shilian Zheng, Junna Shang
2009 J jnl
Cognitive radio spectrum allocation using evolutionary algorithms.
IEEE Trans. Wirel. Commun.
Zhijin Zhao, Zhen Peng, Shilian Zheng, Junna Shang