Step-Size Optimization EASI Algorithm for Blind Source Separation. - Weihong Fu; Xiaoniu Yang; Naian Liu (CIS, 2007)

Blind identification of digital communication signals based on statistics of directional data. - Manjun Lu; Yi Zhan; Xicai Si; Xiaoniu Yang (ICAIT, 2008)

The Short-Time Multifractal Formalism: Definition and Implement. - Gang Xiong; Xiaoniu Yang; Huichang Zhao (ICIC (3), 2008)

An MRC based over-determined blind source separation algorithm. - Junliang Yao; Xiaoniu Yang; Jiandong Li 001; Zhao Li (PIMRC, 2010)

Blind Collision Resolution Using Cooperative Transmission. - Junliang Yao; Xiaoniu Yang; Jiandong Li 001; Zhao Li; Yan Zhang 006 (VTC Spring, 2010)

Wideband spectrum sensing in modulated wideband converter based cognitive radio system. - Shilian Zheng; Xiaoniu Yang (ISCIT, 2011)

Distributed consensus algorithms for decision fusion based cooperative spectrum sensing in cognitive radio. - Shilian Zheng; Xiaoniu Yang; Caiyi Lou (ISCIT, 2011)

Target Channel Sequence Selection Scheme for Proactive-Decision Spectrum Handoff. - Shilian Zheng; Xiaoniu Yang; Shichuan Chen; Caiyi Lou (IEEE Commun. Lett., 2011)

A Blind Collision Resolution Protocol Based on Cooperative Transmission. - Junliang Yao; Xiaoniu Yang; Jiandong Li 001 (Wirel. Pers. Commun., 2012)

Exploiting multiple access points diversity gain in the multi-access wireless network. - Jiandong Li 001; Honghao Ju; Yan Long 001; Xiaoniu Yang (PIMRC, 2013)

Performance analysis of three multi-radio access control policies in heterogeneous wireless networks. - Jie Zheng; Jiandong Li 001; Qin Liu 006; Hua Shi; Xiaoniu Yang (Sci. China Inf. Sci., 2013)

Dynamic Joint Resource Optimization for LTE-Advanced Relay Networks. - Honghao Ju; Ben Liang 001; Jiandong Li 001; Xiaoniu Yang (IEEE Trans. Wirel. Commun., 2013)

Dynamic Power Allocation for Throughput Utility Maximization in Interference-Limited Networks. - Honghao Ju; Ben Liang 001; Jiandong Li 001; Xiaoniu Yang (IEEE Wirel. Commun. Lett., 2013)

Wideband spectrum sensing based on group testing utilizing polyphase filter banks. - Shilian Zheng; Xiaoniu Yang (DSP, 2014)

Delay Performance Optimization of Multiaccess for Uplink in Heterogeneous Networks. - Jiandong Li 001; Jie Zheng; Qin Liu 006; Xiaoniu Yang (VTC Spring, 2014)

Target Channel Visiting Order Design Using Particle Swarm Optimization for Spectrum Handoff in Cognitive Radio Networks. - Shilian Zheng; Zhijin Zhao; Changlin Luo; Xiaoniu Yang (Algorithms, 2014)

Exploiting transmission opportunities in heterogeneous wireless networks: a transmission power saving perspective. - Honghao Ju; Jiandong Li 001; Yan Long 001; Xiaoniu Yang (Sci. China Inf. Sci., 2014)

Joint subcarrier, code, and power allocation for parallel multi-radio access in heterogeneous wireless networks. - Jie Zheng; Jiandong Li 001; Hua Shi; Qin Liu 006; Xiaoniu Yang (Sci. China Inf. Sci., 2014)

Uncertain dynamic skyline queries for uncertain databases. - ZhiBang Yang; Xiaoniu Yang; Xu Zhou 001 (FSKD, 2015)

Adaptive Cross-Network Cross-Layer Design in Heterogeneous Wireless Networks. - Honghao Ju; Ben Liang 001; Jiandong Li 001; Yan Long 001; Xiaoniu Yang (IEEE Trans. Wirel. Commun., 2015)

Joint Load Balancing of Downlink and Uplink for eICIC in Heterogeneous Network. - Jie Zheng; Jiandong Li 001; Nannan Wang 001; Xiaoniu Yang (IEEE Trans. Veh. Technol., 2017)

A Parameter-Irrelevant Range-Based Normalized Wireless Positioning Algorithm. - Jietai Wang; Xiaoniu Yang; Zhenxing Luo (ISCID (2), 2018)

Big Data Processing Architecture for Radio Signals Empowered by Deep Learning: Concept, Experiment, Applications and Challenges. - Shilian Zheng; Shichuan Chen; Lifeng Yang; Jiawei Zhu; Zhenxing Luo; Junjie Hu; Xiaoniu Yang (IEEE Access, 2018)

Deep Learning for Large-Scale Real-World ACARS and ADS-B Radio Signal Classification. - Shichuan Chen; Shilian Zheng; Lifeng Yang; Xiaoniu Yang (IEEE Access, 2019)

Fusion Methods for CNN-Based Automatic Modulation Classification. - Shilian Zheng; Peihan Qi; Shichuan Chen; Xiaoniu Yang (IEEE Access, 2019)

Weight-Variable Scattering Convolution Networks and Its Application in Electromagnetic Signal Classification. - Huaji Zhou; Licheng Jiao; Shilian Zheng; Shichuan Chen; Lifeng Yang; Weiguo Shen; Xiaoniu Yang (IEEE Access, 2019)

Spectrum Sensing Based on Deep Learning Classification for Cognitive Radios. - Shilian Zheng; Shichuan Chen; Peihan Qi; Huaji Zhou; Xiaoniu Yang (CoRR, 2019)

GA-Based Q-Attack on Community Detection. - Jinyin Chen; Lihong Chen; Yixian Chen; Minghao Zhao 002; Shanqing Yu; Qi Xuan 001; Xiaoniu Yang (IEEE Trans. Comput. Soc. Syst., 2019)

An Indoor Wi-Fi Positioning Approach optimized by Virtual Node. - Jietai Wang; Xiaoniu Yang; Zhenxing Luo (ICCCS, 2020)

SigNet: An Advanced Deep Learning Framework for Radio Signal Classification. - Zhuangzhi Chen; Hui Cui; Jingyang Xiang; Kunfeng Qiu; Liang Huang 006; Shilian Zheng; Shichuan Chen; Qi Xuan 001; Xiaoniu Yang (CoRR, 2020)

Open DNN Box by Power Side-Channel Attack. - Yun Xiang; Zhuangzhi Chen; Zuohui Chen; Zebin Fang; Haiyang Hao; Jinyin Chen; Yi Liu 024; Zhefu Wu; Qi Xuan 001; Xiaoniu Yang (IEEE Trans. Circuits Syst., 2020)

Detecting Adversarial Samples with Graph-Guided Testing. - Zuohui Chen; Renxuan Wang; Jingyang Xiang; Yue Yu 001; Xin Xia 001; Shouling Ji; Qi Xuan 001; Xiaoniu Yang (ASE, 2021)

New Optimization Method Based on Neural Networks for Designing Radar Waveforms With Good Correlation Properties. - Meng Xia 001; Shichuan Chen; Xiaoniu Yang (IEEE Access, 2021)

CLPVG: Circular limited penetrable visibility graph as a new network model for time series. - Qi Xuan 001; Jinchao Zhou; Kunfeng Qiu; Dongwei Xu; Shilian Zheng; Xiaoniu Yang (CoRR, 2021)

Adaptive Visibility Graph Neural Network and its Application in Modulation Classification. - Qi Xuan 001; Kunfeng Qiu; Jinchao Zhou; Zhuangzhi Chen; Dongwei Xu; Shilian Zheng; Xiaoniu Yang (CoRR, 2021)

Graph-Based Similarity of Neural Network Representations. - Zuohui Chen; Yao Lu; Wen Yang; Qi Xuan 001; Xiaoniu Yang (CoRR, 2021)

Adversarial Examples Detection of Radio Signals Based on Multifeature Fusion. - Dongwei Xu; Hao Yang; Chuntao Gu; Zhuangzhi Chen; Qi Xuan 001; Xiaoniu Yang (IEEE Trans. Circuits Syst. II Express Briefs, 2021)

DeepReceiver: A Deep Learning-Based Intelligent Receiver for Wireless Communications in the Physical Layer. - Shilian Zheng; Shichuan Chen; Xiaoniu Yang (IEEE Trans. Cogn. Commun. Netw., 2021)

Understanding the Dynamics of DNNs Using Graph Modularity. - Yao Lu; Wen Yang; Yunzhe Zhang; Zuohui Chen; Jinyin Chen; Qi Xuan 001; Zhen Wang 004; Xiaoniu Yang (ECCV (12), 2022)

Secure Computation Offloading via Cooperative Jamming in Marine IoT Networks. - Li Ping Qian 001; Mingqing Li; Xinyu Dong; Yuan Wu 001; Xiaoniu Yang (GLOBECOM, 2022)

Dinkelbach-Guided Deep Reinforcement Learning for Secure Communication in UAV-Aided MEC Networks. - Weidang Lu; Yu Ding 006; Yunqi Feng 001; Guoxing Huang; Nan Zhao 001; Arumugam Nallanathan; Xiaoniu Yang (GLOBECOM, 2022)

Secrecy Capacity Maximization for UAV Aided NOMA Communication Networks. - Li Ping Qian 001; Wenjie Zhang; Hongsen Zhang; Yuan Wu 001; Xiaoniu Yang (ICC, 2022)

Deep Learning Based Source Number Estimation with Single-Channel Mixtures. - Weiguo Shen; Shilian Zheng; Shichuan Chen; Huaji Zhou; Xiaoniu Yang (ICC, 2022)

Synthetic Aperture Passive Localization for Frequency Hopping Signal. - Wenlong Dong; Yuqi Wang 002; Guangcai Sun; Zijing Zhang; Mengdao Xing; Xiaoniu Yang (IGARSS, 2022)

Novel Method for Designing Waveform With Good Correlation Properties Based on High-Order Norm Unified Representation. - Meng Xia 001; Shichuan Chen; Xiaoniu Yang (IEEE Access, 2022)

Electromagnetic Signal Classification Based on Class Exemplar Selection and Multi-Objective Linear Programming. - Huaji Zhou; Jing Bai 003; Linchun Niu; Jie Xu; Zhu Xiao; Shilian Zheng; Licheng Jiao; Xiaoniu Yang (Remote. Sens., 2022)

SigNet: A Novel Deep Learning Framework for Radio Signal Classification. - Zhuangzhi Chen; Hui Cui; Jingyang Xiang; Kunfeng Qiu; Liang Huang 006; Shilian Zheng; Shichuan Chen; Qi Xuan 001; Xiaoniu Yang (IEEE Trans. Cogn. Commun. Netw., 2022)

Detection of Direct Sequence Spread Spectrum Signals Based on Deep Learning. - Fei Wei; Shilian Zheng; Xiaoyu Zhou; Luxin Zhang; Caiyi Lou; Zhijin Zhao; Xiaoniu Yang (IEEE Trans. Cogn. Commun. Netw., 2022)

A High-Resolution and High-Precision Passive Positioning System Based on Synthetic Aperture Technique. - Yuqi Wang 002; Guang-Cai Sun; Yong Wang 011; Zijing Zhang; Mengdao Xing; Xiaoniu Yang (IEEE Trans. Geosci. Remote. Sens., 2022)

AvgNet: Adaptive Visibility Graph Neural Network and Its Application in Modulation Classification. - Qi Xuan 001; Jinchao Zhou; Kunfeng Qiu; Zhuangzhi Chen; Dongwei Xu; Shilian Zheng; Xiaoniu Yang (IEEE Trans. Netw. Sci. Eng., 2022)

Alternative Optimization for Secrecy Throughput Maximization in UAV-Aided NOMA Networks. - Li Ping Qian 001; Wenjie Zhang; Qian Wang 030; Yuan Wu 001; Xiaoniu Yang (IEEE Wirel. Commun. Lett., 2022)

High Altitude Platforms-Assisted Hierarchical Computing Offloading in Marine-IoT Networks: A Delay Minimization Approach. - Mingqing Li; Li Ping Qian 001; Qianru Wang; Yuan Wu 001; Bin Lin 001; Xiaoniu Yang (GLOBECOM, 2023)

Learning-Driven Transmission Latency Minimization in EH-Relay Assisted IoT Networks. - Qianru Wang; Li Ping Qian 001; Mingqing Li; Wei Jiang 020; Yuan Wu 001; Xiaoniu Yang (GLOBECOM, 2023)

Energy Minimization with Secrecy Provisioning in Federated Learning-Assisted Marine Digital Twin Networks. - Li Ping Qian 001; Mingqing Li; Xinyu Dong; Yuan Wu 001; Xiaoniu Yang (ICC, 2023)

Deep Learning-Based SNR Estimation with Covariance Input. - Shurun Chen; Shilian Zheng; Zhuang Yang; Tao Chen 049; Zhijin Zhao; Xiaoniu Yang (ICCT, 2023)

Deep Blind Demodulation of Binary Modulated Signals. - Zhangbin Pei; Shilian Zheng; Shichuan Chen; Jiepeng Chen; Weidang Lu; Xiaoniu Yang (ICCT, 2023)

UAP Attack for Radio Signal Modulation Classification Based on Deep Learning. - Weiguo Shen; Jiangpeng Li; Chuntao Gu; Qi Xuan 001; Dongwei Xu; Xiaoniu Yang (ICCT, 2023)

Subgraph Networks Based Contrastive Learning. - Jinhuan Wang; Jiafei Shao; Zeyu Wang 011; Shanqing Yu; Qi Xuan 001; Xiaoniu Yang (CoRR, 2023)

PathMLP: Smooth Path Towards High-order Homophily. - Chenxuan Xie; Jiajun Zhou; Shengbo Gong; Jiacheng Wan; Jiaxu Qian; Shanqing Yu; Qi Xuan 001; Xiaoniu Yang (CoRR, 2023)

Photonic time-delayed reservoir computing based on series coupled microring resonators with high memory capacity. - Yijia Li; Ming Li; Mingyi Gao; Chang-Ling Zou; Chunhua Dong; Jin Lu 007; Yali Qin; Xiaoniu Yang; Qi Xuan 001; Hongliang Ren 004 (CoRR, 2023)

Can pre-trained models assist in dataset distillation? - Yao Lu; Xuguang Chen; Yuchen Zhang; Jianyang Gu; Tianle Zhang; Yifan Zhang 004; Xiaoniu Yang; Qi Xuan 001; Kai Wang 036; Yang You 001 (CoRR, 2023)

Deep Image Semantic Communication Model for Artificial Intelligent Internet of Things. - Li Ping Qian 001; Yi Zhang; Sikai Lyu; Huijie Zhu; Yuan Wu 001; Xuemin Sherman Shen; Xiaoniu Yang (CoRR, 2023)

Deep Learning-Based Frequency Offset Estimation. - Tao Chen 049; Shilian Zheng; Jiawei Zhu; Qi Xuan 001; Xiaoniu Yang (CoRR, 2023)

Contrastive Clustering for Unsupervised Recognition of Interference Signals. - Xiangwei Chen; Zhijin Zhao; Xueyi Ye; Shilian Zheng; Caiyi Lou; Xiaoniu Yang (Comput. Syst. Sci. Eng., 2023)

Adversarial Attacks on Deep Learning-Based DOA Estimation With Covariance Input. - Zhuang Yang; Shilian Zheng; Luxin Zhang; Zhijin Zhao; Xiaoniu Yang (IEEE Signal Process. Lett., 2023)

ConvLSTM-Based Spectrum Sensing at Very Low SNR. - Qian Wang 030; Bo Su; Chenxi Wang; Li Ping Qian 001; Yuan Wu 001; Xiaoniu Yang (IEEE Wirel. Commun. Lett., 2023)

Online Edge Learning Offloading and Resource Management for UAV-Assisted MEC Secure Communications. - Yu Ding 006; Yunqi Feng 001; Weidang Lu; Shilian Zheng; Nan Zhao 001; Limin Meng; Arumugam Nallanathan; Xiaoniu Yang (IEEE J. Sel. Top. Signal Process., 2023)

EMD and VMD Empowered Deep Learning for Radio Modulation Recognition. - Tao Chen 049; Shuncheng Gao; Shilian Zheng; Shanqing Yu; Qi Xuan 001; Caiyi Lou; Xiaoniu Yang (IEEE Trans. Cogn. Commun. Netw., 2023)

Secure Computation Offloading for Marine IoT: An Energy-Efficient Design via Cooperative Jamming. - Mingqing Li; Li Ping Qian 001; Xinyu Dong; Bin Lin 001; Yuan Wu 001; Xiaoniu Yang (IEEE Trans. Veh. Technol., 2023)

Toward Next-Generation Signal Intelligence: A Hybrid Knowledge and Data-Driven Deep Learning Framework for Radio Signal Classification. - Shilian Zheng; Xiaoyu Zhou; Luxin Zhang; Peihan Qi; Kunfeng Qiu; Jiawei Zhu; Xiaoniu Yang (IEEE Trans. Cogn. Commun. Netw., 2023)

The Importance of Expert Knowledge for Automatic Modulation Open Set Recognition. - Taotao Li; Zhenyu Wen; Yang Long 001; Zhen Hong; Shilian Zheng; Li Yu 001; Bo Chen 003; Xiaoniu Yang; Ling Shao 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Design and Performance Evaluation of Polar Coding for BICM Systems With Phase Noise. - Qian Wang 030; Wenqiang Ma; Ling Liu; Li Ping Qian 001; Xiaoniu Yang; Pooi-Yuen Kam (IEEE Commun. Lett., 2023)

OFDM sensing based on deep learning. - Shilian Zheng; Fei Wei; Xiaoyu Zhou; Fengyang Gu; Keqiang Yue; Caiyi Lou; Zhijin Zhao; Xiaoniu Yang (Phys. Commun., 2023)

Energy Minimization Oriented Green Communication for LEO Satellite-assisted Marine IoT. - Liping Qian 001; Xiaohui Fan; Mingqing Li; Huijie Zhu; Xiaoniu Yang (GLOBECOM, 2024)

Energy Minimization Oriented Resource Allocation for Relay Assisted NOMA-MEC Networks. - Qianru Wang; Liping Qian 001; Yuan Wu 001; Xiaoniu Yang (GLOBECOM, 2024)

Detection of DSSS Signals Based on Autocorrelation Compressed Sampling and Deep Learning. - Fengyang Gu; Shilian Zheng; Keqiang Yue; Zhijin Zhao; Xiaoniu Yang (ICCT, 2024)

SigRNet: A Deep Intelligent Speech Receiver Based on Regression Model. - Ziliang Zhou; Shilian Zheng; Zhijin Zhao; Xiaoniu Yang (ICCT, 2024)

Interpretability Based Neural Network Repair. - Zuohui Chen; Jun Zhou; Youcheng Sun; Jingyi Wang 004; Qi Xuan 001; Xiaoniu Yang (ISSTA, 2024)

GGT: Graph-guided testing for adversarial sample detection of deep neural network. - Zuohui Chen; Renxuan Wang; Jingyang Xiang; Yue Yu 001; Xin Xia 001; Shouling Ji; Qi Xuan 001; Xiaoniu Yang (Comput. Secur., 2024)

Enhancing Ethereum Fraud Detection via Generative and Contrastive Self-supervision. - Chenxiang Jin; Jiajun Zhou; Chenxuan Xie; Shanqing Yu; Qi Xuan 001; Xiaoniu Yang (CoRR, 2024)

MDM: Advancing Multi-Domain Distribution Matching for Automatic Modulation Recognition Dataset Synthesis. - Dongwei Xu; Jiajun Chen; Yao Lu; Tianhao Xia; Qi Xuan 001; Wei Wang 144; Yun Lin 005; Xiaoniu Yang (CoRR, 2024)

Rethinking Graph Transformer Architecture Design for Node Classification. - Jiajun Zhou; Xuanze Chen; Chenxuan Xie; Shanqing Yu; Qi Xuan 001; Xiaoniu Yang (CoRR, 2024)

Lateral Movement Detection via Time-aware Subgraph Classification on Authentication Logs. - Jiajun Zhou; Jiacheng Yao; Xuanze Chen; Shanqing Yu; Qi Xuan 001; Xiaoniu Yang (CoRR, 2024)

RedTest: Towards Measuring Redundancy in Deep Neural Networks Effectively. - Yao Lu; Peixin Zhang 001; Jingyi Wang 004; Lei Ma; Xiaoniu Yang; Qi Xuan 001 (CoRR, 2024)

Reassessing Layer Pruning in LLMs: New Insights and Methods. - Yao Lu; Hao Cheng; Yujie Fang; Zeyu Wang 011; Jiaheng Wei; Dongwei Xu; Qi Xuan 001; Xiaoniu Yang; Zhaowei Zhu (CoRR, 2024)

Deep radio signal clustering with interpretability analysis based on saliency map. - Huaji Zhou; Jing Bai 003; Yiran Wang 008; Junjie Ren; Xiaoniu Yang; Licheng Jiao (Digit. Commun. Networks, 2024)

PathMLP: Smooth path towards high-order homophily. - Jiajun Zhou; Chenxuan Xie; Shengbo Gong; Jiaxu Qian; Shanqing Yu; Qi Xuan 001; Xiaoniu Yang (Neural Networks, 2024)

Deep Learning-Based SNR Estimation. - Shilian Zheng; Shurun Chen; Tao Chen 049; Zhuang Yang; Zhijin Zhao; Xiaoniu Yang (IEEE Open J. Commun. Soc., 2024)

Deep Learning-Based FM Demodulation in Complex Electromagnetic Environment. - Shilian Zheng; Zhangbin Pei; Tao Chen 049; Jiepeng Chen; Weidang Lu; Xiaoniu Yang (IEEE Open J. Commun. Soc., 2024)

Intelligent decision-making for a "Three-Variable" frequency-hopping pattern based on OC-CDRL. - Ziyu Meng; Shaogang Dai; Zhijin Zhao; Xueyi Ye; Shilian Zheng; Caiyi Lou; Xiaoniu Yang (Phys. Commun., 2024)

A Passive Signal Focusing Algorithm Based on Synthetic Aperture Technique for Multiple Radiation Source Localization. - Yuqi Wang 002; Liang Han; Xu Zhang; Guang-Cai Sun; Zijing Zhang; Mengdao Xing; Xiaoniu Yang (IEEE Trans. Geosci. Remote. Sens., 2024)

An Ultrahigh-Resolution Positioning Algorithm for Satellite Ultra-Long-Duration Data Based on Synthetic Aperture Technique. - Yuqi Wang 002; Guang-Cai Sun; Xu Zhang; Jun Yang 034; Anyi Wang; Mengdao Xing; Xiaoniu Yang (IEEE Trans. Geosci. Remote. Sens., 2024)

Learn to Defend: Adversarial Multi-Distillation for Automatic Modulation Recognition Models. - Zhuangzhi Chen; Zhangwei Wang; Dongwei Xu; Jiawei Zhu; Weiguo Shen; Shilian Zheng; Qi Xuan 001; Xiaoniu Yang (IEEE Trans. Inf. Forensics Secur., 2024)

AdvCheck: Characterizing adversarial examples via local gradient checking. - Ruoxi Chen; Haibo Jin; Jinyin Chen; Haibin Zheng; Shilian Zheng; Xiaoniu Yang; Xing Yang 004 (Comput. Secur., 2024)

DeepSIG: A Hybrid Heterogeneous Deep Learning Framework for Radio Signal Classification. - Kunfeng Qiu; Shilian Zheng; Luxin Zhang; Caiyi Lou; Xiaoniu Yang (IEEE Trans. Wirel. Commun., 2024)

Secrecy-Driven Energy Minimization in Federated-Learning-Assisted Marine Digital Twin Networks. - Li Ping Qian 001; Mingqing Li; Ping Ye; Qian Wang 030; Bin Lin 001; Yuan Wu 001; Xiaoniu Yang (IEEE Internet Things J., 2024)

Imperceptible UAPs for Automatic Modulation Classification Based on Deep Learning. - Dongwei Xu; Jiangpeng Li; Zhuangzhi Chen; Qi Xuan 001; Weiguo Shen; Xiaoniu Yang (IEEE Trans. Circuits Syst. II Express Briefs, 2024)

MASSnet: Deep-Learning-Based Multiple-Antenna Spectrum Sensing for Cognitive-Radio-Enabled Internet of Things. - Luxin Zhang; Shilian Zheng; Kunfeng Qiu; Caiyi Lou; Xiaoniu Yang (IEEE Internet Things J., 2024)

Channel Pruning Method for Signal Modulation Recognition Deep Learning Models. - Zhuangzhi Chen; Zhangwei Wang; Xuzhang Gao; Jinchao Zhou; Dongwei Xu; Shilian Zheng; Qi Xuan 001; Xiaoniu Yang (IEEE Trans. Cogn. Commun. Netw., 2024)

OFDM Receiver Design With Learning-Driven Automatic Modulation Recognition. - Li Ping Qian 001; Chenxi Wang; Qian Wang 030; Mengru Wu; Yuan Wu 001; Xiaoniu Yang (IEEE Trans. Cogn. Commun. Netw., 2024)

DDQN-Based Trajectory and Resource Optimization for UAV-Aided MEC Secure Communications. - Yu Ding 006; Huimei Han; Weidang Lu; Ye Wang 002; Nan Zhao 001; Xianbin Wang 001; Xiaoniu Yang (IEEE Trans. Veh. Technol., 2024)

A ConvLSTM-Based Blind Receiver for Physical Layer Wireless Communication. - Huimei Han; Tianjia Shen; Yunxian Chen; Weidang Lu; Shilian Zheng; Xianbin Wang 001; Xiaoniu Yang (IEEE Trans. Veh. Technol., 2024)

Aider: Artificial Intelligent-Based Deep Receiver for Wireless Communication Systems. - Zhefu Wu; Song Zhang; Shufeng Gong; Agyemang Paul; Xiaoniu Yang (IEEE Wirel. Commun. Lett., 2024)

AT-GAN: A Backdoor Attack Against Radio Signals Modulation Based on Adaptive Trigger. - Dongwei Xu; Ruochen Fang; Qi Xuan 001; Weiguo Shen; Shilian Zheng; Xiaoniu Yang (IEEE Trans. Circuits Syst. II Express Briefs, 2024)

Deep Learning-Based DOA Estimation. - Shilian Zheng; Zhuang Yang; Weiguo Shen; Luxin Zhang; Jiawei Zhu; Zhijin Zhao; Xiaoniu Yang (IEEE Trans. Cogn. Commun. Netw., 2024)

Speech Semantic Communication Based on Swin Transformer. - Ziliang Zhou; Shilian Zheng; Jie Chen; Zhijin Zhao; Xiaoniu Yang (IEEE Trans. Cogn. Commun. Netw., 2024)

Deep Learning Based Physical-Layer Receiver With Pre-Denoise. - Yunqi Feng 001; Yunxian Chen; Huimei Han; Weidang Lu; Nan Zhao 001; Arumugam Nallanathan; Xiaoniu Yang (IEEE Trans. Veh. Technol., 2024)

PCSP: A Novel Class Discovery Algorithm for Radio Signal Classification. - Jie Chen; Zhijin Zhao; Shilian Zheng; Luxin Zhang; Kunfeng Qiu; Xiaoniu Yang (IEEE Trans. Cogn. Commun. Netw., 2024)

FM-Based Positioning via Deep Learning. - Shilian Zheng; Jiacheng Hu; Luxin Zhang; Kunfeng Qiu; Jie Chen; Peihan Qi; Zhijin Zhao; Xiaoniu Yang (IEEE J. Sel. Areas Commun., 2024)

AIR: Threats of Adversarial Attacks on Deep Learning-Based Information Recovery. - Jinyin Chen; Jie Ge; Shilian Zheng; Linhui Ye; Haibin Zheng; Weiguo Shen; Keqiang Yue; Xiaoniu Yang (IEEE Trans. Wirel. Commun., 2024)

Multi-Component LFM Signal Parameter Estimation for Symbiotic Chirp-UWB Radio Systems. - Zhaoxi Wen; Mingqian Liu; Yunfei Chen 001; Nan Zhao 001; Arumugam Nallanathan; Xiaoniu Yang (IEEE Trans. Cogn. Commun. Netw., 2024)

RGP: Neural Network Pruning Through Regular Graph With Edges Swapping. - Zhuangzhi Chen; Jingyang Xiang; Yao Lu; Qi Xuan 001; Zhen Wang 004; Guanrong Chen; Xiaoniu Yang (IEEE Trans. Neural Networks Learn. Syst., 2024)

Collaborative Communication and Computation for Secure UAV-Enabled MEC Against Active Aerial Eavesdropping. - Yu Ding 006; Qingqing Zhang; Weidang Lu; Nan Zhao 001; Arumugam Nallanathan; Xianbin Wang 001; Xiaoniu Yang (IEEE Trans. Wirel. Commun., 2024)

Augmenting Radio Signals With Wavelet Transform for Deep Learning-Based Modulation Recognition. - Tao Chen 049; Shilian Zheng; Kunfeng Qiu; Luxin Zhang; Qi Xuan 001; Xiaoniu Yang (IEEE Trans. Cogn. Commun. Netw., 2024)

Intelligent integrated sensing and communication: a survey. - Jifa Zhang; Weidang Lu; Chengwen Xing; Nan Zhao 001; Naofal Al-Dhahir; George K. Karagiannidis; Xiaoniu Yang (Sci. China Inf. Sci., 2025)

Graph-Based Similarity of Deep Neural Networks. - Zuohui Chen; Yao Lu; Jinxuan Hu; Qi Xuan 001; Zhen Wang 004; Xiaoniu Yang (Neurocomputing, 2025)

TSGN: Transaction Subgraph Networks Assisting Phishing Detection in Ethereum. - Jinhuan Wang; Pengtao Chen; Xinyao Xu; Jiajing Wu; Meng Shen 001; Qi Xuan 001; Xiaoniu Yang (IEEE Trans. Dependable Secur. Comput., 2025)

Enhancing Ethereum Fraud Detection via Generative and Contrastive Self-Supervision. - Chengxiang Jin; Jiajun Zhou; Chenxuan Xie; Shanqing Yu; Qi Xuan 001; Xiaoniu Yang (IEEE Trans. Inf. Forensics Secur., 2025)

Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph. - Jiajun Zhou; Wentao Fu; Hao Song; Shanqing Yu; Qi Xuan 001; Xiaoniu Yang (CoRR, 2025)

Intelligent Decision-Making for Asynchronous Dynamic Orthogonal Networking Based on DO-QMIX Algorithm. - Yibo Chen; Zhijin Zhao; Xueyi Ye; Shilian Zheng; Xiaoniu Yang (IEEE Commun. Lett., 2025)

Clarify Confused Nodes via Separated Learning. - Jiajun Zhou; Shengbo Gong; Xuanze Chen; Chenxuan Xie; Shanqing Yu; Qi Xuan 001; Xiaoniu Yang (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Residual CNN-Based Transceiver With Attention-Aided GAN for Unknown Channels. - Huimei Han; Shanshan Wang; Weidang Lu; Shilian Zheng; Xiaoniu Yang (IEEE Trans. Cogn. Commun. Netw., 2025)

EraseIMF: Enhancing Deep Learning-Based Few-Shot Modulation Recognition With VMD Random Erasure Augmentation. - Tao Chen 049; Shilian Zheng; Qi Xuan 001; Xiaoniu Yang (IEEE Commun. Lett., 2025)

Multi-View Discriminant Framework for Automatic Modulation Open Set Recognition. - Jiaye Hou; Dongwei Xu; Fuxing Song; Zhuangzhi Chen; Qi Xuan 001; Shilian Zheng; Yun Lin 005; Xiaoniu Yang (IEEE Trans. Commun., 2025)

A Generic Layer Pruning Method for Signal Modulation Recognition Deep Learning Models. - Yao Lu; Yutao Zhu 007; Yuqi Li; Dongwei Xu; Yun Lin 005; Qi Xuan 001; Xiaoniu Yang (IEEE Trans. Cogn. Commun. Netw., 2025)

Data Augmentation on Graphs: A Technical Survey. - Jiajun Zhou; Chenxuan Xie; Shengbo Gong; Zhenyu Wen; Xiangyu Zhao 001; Qi Xuan 001; Xiaoniu Yang (ACM Comput. Surv., 2025)