Yu Wang

158 papers B 7C 4Misc 1Journal 93Unranked 53
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Comprehensive Survey on Self-Supervised Learning for Specific Emitter Identification.
IEEE Commun. Surv. Tutorials
Chao Liu, Guan Gui, Yu Wang, Tomoaki Ohtsuki, Dusit Niyato, Xuemin Shen
2026 J jnl
Bio-Inspired Dendritic Liquid Neural Network for Robust Near-Field Positioning in B5G/6G.
IEEE Wirel. Commun. Lett.
Qihao Zhu, Yu Wang, Tomoaki Ohtsuki, Shiwen Mao, Dusit Niyato, Guan Gui
2026 J jnl
Cross-Channel Specific Emitter Identification via Meta-Feature Augmentation-Enhanced Few-Shot Learning.
IEEE Internet Things J.
Xue Fu, Yu Wang, Xilong Liu, Jun Chang, Guan Gui
2026 J jnl
Robust Cross-Domain Drone RFFI Method Using Domain-Invariant Adversarial Learning and Manifold Regularization.
IEEE Trans. Cogn. Commun. Netw.
Zhenxin Cai, Gejiacheng Lu, Yu Wang, Guan Gui, Jin Sha
2026 J jnl
SpectrumLLM: Large Language Models for Next-Generation Spectrum Prediction.
IEEE Wirel. Commun.
Chao Liu, Yu Wang, Shiwen Mao, Dusit Niyato, Xianbin Wang, Guan Gui
2025 — conf
A Novel Physical Spoofing Technique Using Radio Frequency Fingerprint Emulation and Model Fitting.
ICC
Zhisheng Yao, Yu Wang, Guan Gui, Tomoaki Otsuki, Shiwen Mao, Xianbin Wang, Hikmet Sari
2025 J jnl
Adaptive Broad Learning Network for Lightweight Multi-Dimensional Spectrum Prediction.
IEEE Trans. Veh. Technol.
Niancong Ji, Yibin Zhang, Yongan Guo, Yu Wang, Lantu Guo, Yun Lin, Abolfazl Mehbodniya, Guan Gui, Hikmet Sari
2025 J jnl
Advanced Few-Shot Network Intrusion Detection Method Using Lightweight Transfer Learning.
IEEE Internet Things J.
Xixi Zhang, Yu Wang, Guangjie Han, Guan Gui
2025 J jnl
Advancing Multi-Modal Beam Prediction With Cross-Modal Feature Enhancement and Dynamic Fusion Mechanism.
IEEE Trans. Commun.
Qihao Zhu, Yu Wang, Wenmei Li, Hao Huang, Guan Gui
2025 J jnl
An Optimized Neural Network Framework for Designing Spectrally Compatible Radar Waveforms.
IEEE Trans. Cogn. Commun. Netw.
Shengnan Shi, Yu Wang, Guolong Cui, Yun Lin, Guan Gui, Hikmet Sari, Fumiyuki Adachi
2025 J jnl
Avoiding Shortcuts: Enhancing Channel-Robust Specific Emitter Identification via Single-Source Domain Generalization.
IEEE Trans. Wirel. Commun.
Yu Wang, Tomoaki Ohtsuki, Zhi Sun, Dusit Niyato, Xianbin Wang, Guan Gui
2025 J jnl
Behavioral Modeling of Power Amplifiers Leveraging Multi-Channel Convolutional Long Short-Term Deep Neural Network.
IEEE Trans. Veh. Technol.
Ruiheng Li, Zhisheng Yao, Yu Wang, Yun Lin, Tomoaki Ohtsuki, Guan Gui, Hikmet Sari
2025 B conf
Channel-Robust Few-Shot Specific Emitter Identification Using Meta-Feature Augmentation.
WCNC
Xue Fu, Francesca Meneghello, Yu Wang, Tomoaki Ohtsuki, Chau Yuen, Guan Gui, Hikmet Sari
2025 J jnl
Consistency-Guided Robust Learning for Content-Agnostic Radio Frequency Fingerprinting.
IEEE Commun. Lett.
Yu Wang, Guan Gui
2025 J jnl
Energy-Efficient Wireless Technology Recognition Method Using Time-Frequency Feature Fusion Spiking Neural Networks.
IEEE Trans. Inf. Forensics Secur.
Lifan Hu, Yu Wang, Xue Fu, Lantu Guo, Yun Lin, Guan Gui
2025 J jnl
Enhanced Few-Shot Specific Emitter Identification via Phase Shift Prediction and Decoupling.
IEEE Trans. Cogn. Commun. Netw.
Lai Xu, Xue Fu, Yu Wang, Qianyun Zhang, Haitao Zhao, Yun Lin, Guan Gui
2025 J jnl
Enhanced Multi-Band Spectrum Prediction Using Singular Spectrum Analysis and Attention-Based BiLSTM.
IEEE Trans. Cogn. Commun. Netw.
Cui Ben, Yang Peng, Yu Wang, Qianyun Zhang, Lantu Guo, Yun Lin, Guan Gui
2025 J jnl
Enhanced Wireless Interference Recognition via Federated Learning With Semi-Random Regularization Techniques.
IEEE Trans. Veh. Technol.
Shengnan Shi, Qin Wang, Lantu Guo, Yuchao Liu, Yu Wang, Yun Lin, Guan Gui
2025 J jnl
Enhancing Security in 5G NR With Channel-Robust RF Fingerprinting Leveraging SRS for Cross-Domain Stability.
IEEE Trans. Inf. Forensics Secur.
Haoran Zha, Hanhong Wang, Yu Wang, Zhi Sun, Guan Gui, Yun Lin
2025 J jnl
IoT-Integrated Variance-Combined Bias Correction for Enhancing Hydrological Forecasting.
IEEE Internet Things J.
Tiantian Tang, Yujie Li, Haiping Xu, Yu Wang, Haitao Zhao, Guan Gui
2025 J jnl
Malware Traffic Classification via Expandable Class Incremental Learning With Architecture Search.
IEEE Trans. Inf. Forensics Secur.
Xixi Zhang, Yu Wang, Tomoaki Ohtsuki, Guan Gui, Chau Yuen, Marco Di Renzo, Hikmet Sari
2025 B conf
More is Better: Channel-Robust Radio Frequency Fingerprinting with Random Overlay Augmentation.
WCNC
Yu Wang, Francesca Meneghello, Shufei Wang, Tomoaki Otsuki, Chau Yuen, Guan Gui, Xianbin Wang
2025 J jnl
Open-Set Specific Emitter Identification Leveraging Enhanced Metric Denoising Autoencoders.
IEEE Internet Things J.
Shennan Huang, Lantu Guo, Xue Fu, Yang Peng, Yongan Guo, Yu Wang, Qianyun Zhang, Guan Gui, Hikmet Sari
2025 J jnl
Radio frequency fingerprint identification towards statistical and deep learning features: Review, recent results and future directions.
Peer Peer Netw. Appl.
Gaoli Yan, Xue Fu, Yu Wang, Qianyun Zhang, Guan Gui
2025 J jnl
Receiver-Agnostic Radio Frequency Fingerprinting via Domain-Invariant Feature Learning.
IEEE Commun. Lett.
Zhenxin Cai, Yue Yin, Yu Wang, Guan Gui, Jin Sha
2025 — conf
Receiver-Agnostic Specific Emitter Identification via Latent Distribution Mixing in Frequency Domain.
VTC2025-Spring
Hong Wan, Zhenxin Cai, Wenda Lv, Wengang Chen, Zhiyi Lu, Hao Huang, Yu Wang, Guan Gui
2025 — conf
Robust Few-Shot Specific Emitter Identification Using Multi-View Feature Fusion with Attention.
VTC2025-Spring
Gaoli Yan, Xue Fu, Yu Wang, Haris Gacanin, Hikmet Sari, Guan Gui
2025 J jnl
Robust Multimodal Road Extraction via Dual-Layer Evidential Fusion Networks for Remote Sensing.
IEEE Trans. Geosci. Remote. Sens.
Hui Wang, Youxiang Huang, Yu Wang, Donglai Jiao, Hao Huang, Yun Lin, Guan Gui
2025 J jnl
SAMS-GNN: Self-Adaptive Multi-Scale Graph Neural Network for Multi-Band Spectrum Prediction.
IEEE Trans. Cogn. Commun. Netw.
Xile Zhang, Yang Peng, Hao Huang, Yu Wang, Qin Wang, Yun Lin, Zhijin Qin, Guan Gui
2025 J jnl
SSL-MBC: Self-Supervised Learning With Multibranch Consistency for Few-Shot PolSAR Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Wenmei Li, Hao Xia, Bin Xi, Yu Wang, Jing Lu, Yuhong He
2025 J jnl
Self-Supervised Learning and Adaptive Pseudo-Labeling for Enhancing UAV Recognition Under Label Scarcity.
IEEE Internet Things J.
Gejiacheng Lu, Yu Wang, Hao Huang, Yuchao Liu, Qi Xuan, Yun Lin, Guan Gui
2025 J jnl
SigMix: Robust Specific Emitter Identification Method Enhanced by Cross-Time and Cross-Receiver Mixing Augmentation.
IEEE Internet Things J.
Hong Wan, Feng Shi, Yu Wang, Qi Xuan, Yun Lin, Guan Gui
2025 J jnl
TFMix: A Robust Time-Frequency Mixing Approach for Domain Generalization in Specific Emitter Identification.
IEEE Trans. Cogn. Commun. Netw.
Shufei Wang, Hong Wan, Fan Wang, Yu Wang, Yun Lin, Guan Gui
2025 J jnl
Toward Robust Radio Frequency Fingerprint Identification via Adaptive Semantic Augmentation.
IEEE Trans. Inf. Forensics Secur.
Zhenxin Cai, Yu Wang, Guan Gui, Jin Sha
2025 J jnl
Ultralightweight AMC via Robust Geometric Median Filter Pruning for Edge IoT Devices.
IEEE Internet Things J.
Chunying Shi, Xixi Zhang, Tiantian Tang, Yu Wang, Guan Gui, Minho Jo
2025 J jnl
Uncertainty-Aware Dynamic Fusion Network with Criss-Cross Attention for multimodal remote sensing land cover classification.
Inf. Fusion
Hui Wang, Youxiang Huang, Hao Huang, Yu Wang, Jun Li, Guan Gui
2024 J jnl
A Novel Radio Frequency Fingerprint Concealment Method Based on IQ Imbalance Compensation and Digital Pre-Distortion.
IEEE Trans. Inf. Forensics Secur.
Zhisheng Yao, Yang Peng, Yu Wang, Congan Xu, Juzhen Wang, Yun Lin, Guan Gui
2024 — conf
A Novel Semi-Supervised Learning Method Using Self-Adaptive Threshold for UAV Recognition.
VTC Spring
Gejiacheng Lu, Xue Fu, Juzhen Wang, Hao Huang, Yu Wang, Yun Lin, Guan Gui
2024 J jnl
A-GCRNN: Attention Graph Convolution Recurrent Neural Network for Multi-Band Spectrum Prediction.
IEEE Trans. Veh. Technol.
Xile Zhang, Lantu Guo, Cui Ben, Yang Peng, Yu Wang, Shengnan Shi, Yun Lin, Guan Gui
2024 — conf
Adaptive Signal Feature-Based Deep Learning for Enhanced Specific Emitter Identification.
VTC Spring
Junzhi Xu, Miao Chen, Fangqing Wen, Gejiacheng Lu, Lifan Hu, Yu Wang, Yun Lin, Guan Gui
2024 J jnl
Advancing Malware Detection in Network Traffic With Self-Paced Class Incremental Learning.
IEEE Internet Things J.
Xiaohu Xu, Xi-Xi Zhang, Qianyun Zhang, Yu Wang, Bamidele Adebisi, Tomoaki Ohtsuki, Hikmet Sari, Guan Gui
2024 — conf
Advancing Multi-Modal Beam Prediction with Multipath-Like Data Augmentation and Efficient Fusion Mechanism.
FAIML
Qihao Zhu, Yu Wang, Wenmei Li, Hao Huang, Jie Yin, Lantu Guo, Yun Lin, Guan Gui
2024 J jnl
An Automatic and Efficient Malware Traffic Classification Method for Secure Internet of Things.
IEEE Internet Things J.
Xixi Zhang, Liang Hao, Guan Gui, Yu Wang, Bamidele Adebisi, Hikmet Sari
2024 J jnl
Complex-Valued 2D-3D Hybrid Convolutional Neural Network with Attention Mechanism for PolSAR Image Classification.
Remote. Sens.
Wenmei Li, Hao Xia, Jiadong Zhang, Yu Wang, Yan Jia, Yuhong He
2024 J jnl
Cross-Scene Building Identification Based on Dual-Stream Neural Network and Efficient Channel Attention Mechanism.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Wenmei Li, Jiadong Zhang, Hao Xia, Qing Liu, Yu Wang, Yan Jia, Yixiang Chen
2024 J jnl
Dynamic Adaptation RFF Identification Method Leveraging Cognitive Representation Learning.
IEEE Trans. Inf. Forensics Secur.
Yang Peng, Pengfei Liu, Qianyun Zhang, Lantu Guo, Yuchao Liu, Yu Wang, Yun Lin, Guan Gui
2024 — conf
Efficient Modulation Recognition with Minimal Samples Leveraging Architecture Search and Knowledge Transfer in Combined Radar-Communication Environments.
VTC Spring
Xixi Zhang, Gejiacheng Lu, Juzhen Wang, Yu Wang, Yun Lin, Guan Gui
2024 — conf
Efficient UAV Identification Leveraging Multi-Resolution Analysis and Multi-Scale ResNet.
VTC Spring
Zhenxin Cai, Jin Sha, Yu Wang, Guan Gui
2024 J jnl
Enhanced Few-Shot Malware Traffic Classification via Integrating Knowledge Transfer With Neural Architecture Search.
IEEE Trans. Inf. Forensics Secur.
Xixi Zhang, Qin Wang, Maoyang Qin, Yu Wang, Tomoaki Ohtsuki, Bamidele Adebisi, Hikmet Sari, Guan Gui
2024 — conf
Enhanced Resource Allocation in Vehicular Networks via Multi-Agent Reinforcement Learning.
VTC Spring
Yu Zhang, Shufei Wang, Minyu Hua, Yibin Zhang, Yu Wang, Tomoaki Ohtsuki, Hikmet Sari, Guan Gui
2024 — conf
Enhanced Semi-Supervised Radar Emitter Identification via Virtual Adversarial Training.
VTC Spring
Hong Wan, Ziqin Feng, Qianyun Zhang, Yu Wang, Xue Fu, Yun Lin, Fumiyuki Adachi, Guan Gui
2024 — conf
Enhanced Specific Emitter Identification Using Multi-Sampling Convolutional Attention Network.
WCSP
Huanyu Cao, Xue Fu, Peng Yin, Yu Wang, Hao Huang, Shengnan Shi, Guan Gui
2024 J jnl
Enhanced Specific Emitter Identification With Limited Data Through Dual Implicit Regularization.
IEEE Internet Things J.
Yang Peng, Xile Zhang, Lantu Guo, Cui Ben, Yuchao Liu, Yu Wang, Yun Lin, Guan Gui
2024 J jnl
Feature-Imitation Federated Learning: An Efficient Approach for Specific Emitter Identification in Low-Resource Environments.
IEEE Trans. Cogn. Commun. Netw.
Jibo Shi, Bin Ge, Hang Jiang, Ruichang Yang, Guangzhen Si, Yu Wang, Guan Gui, Yun Lin
2024 J jnl
Few-Shot Automatic Modulation Classification Using Architecture Search and Knowledge Transfer in Radar-Communication Coexistence Scenarios.
IEEE Internet Things J.
Xixi Zhang, Yu Wang, Hao Huang, Yun Lin, Haitao Zhao, Guan Gui
2024 J jnl
Few-Shot Specific Emitter Identification Leveraging Neural Architecture Search and Advanced Deep Transfer Learning.
IEEE Internet Things J.
Weijie Zhang, Feng Shi, Qianyun Zhang, Yu Wang, Lantu Guo, Yun Lin, Guan Gui
2024 — conf
Few-Shot Specific Emitter Identification via Neural Architecture Search and Deep Transfer Learning.
VTC Spring
Feng Shi, Shufei Wang, Zhenxin Cai, Yang Peng, Yuchao Liu, Yu Wang, Fumiyuki Adachi, Guan Gui
2024 — conf
Hypersphere Projection-Guided Radio Frequency Fingerprinting Authentication in the Open World.
VTC Spring
Xue Fu, Yu Wang, Yun Lin, Qianyun Zhang, Guan Gui, Tomoaki Ohtsuki, Hikmet Sari
2024 J jnl
Low-Complexity Wireless Technique Classification With Multifeature Fusion Broad Learning Network.
IEEE Internet Things J.
Yang Peng, Yibin Zhang, Hao Huang, Yu Wang, Pengfei Liu, Yun Lin, Guan Gui
2024 — conf
Multi-Level and Multi-Scale Representation Learning for Cross-Person Activity Recognition in Wireless Networks.
ICCT
Ziheng Zhang, Yutao Lu, Jie Yang, Fang Lu, Yu Wang
2024 — conf
Multi-Modal Fusion for Enhanced Automatic Modulation Classification.
VTC Spring
Yingkai Li, Shufei Wang, Yibin Zhang, Hao Huang, Yu Wang, Qianyun Zhang, Yun Lin, Guan Gui
2024 J jnl
New Frontier of Communication Security on Radio Frequency Fingerprints Concealment.
IEEE Wirel. Commun.
Zhisheng Yao, Yu Wang, Guan Gui, Shiwen Mao, Xinbin Wang
2024 J jnl
Overcoming Data Limitations: A Few-Shot Specific Emitter Identification Method Using Self-Supervised Learning and Adversarial Augmentation.
IEEE Trans. Inf. Forensics Secur.
Chao Liu, Xue Fu, Yu Wang, Lantu Guo, Yuchao Liu, Yun Lin, Haitao Zhao, Guan Gui
2024 B conf
RDJSCC: Robust Deep Joint Source-Channel Coding Enabled Distributed Image Transmision over Severe Fading Channel.
GLOBECOM
Biao Dong, Wenkai Tian, Bin Cao, Yu Wang
2024 J jnl
Regularized Multi-Label Learning Empowered Joint Activity Recognition and Indoor Localization With CSI Fingerprints.
IEEE Trans. Wirel. Commun.
Yu Wang, Haitao Zhao, Tomoaki Ohtsuki, Hikmet Sari, Guan Gui
2024 J jnl
Robust Specific Emitter Identification With Sample Selection and Regularization Under Label Noise.
IEEE Internet Things J.
Mengyuan Tao, Xue Fu, Qianyun Zhang, Juzhen Wang, Yu Wang, Hao Huang, Yun Lin, Guan Gui
2024 J jnl
Self-Supervised Learning Malware Traffic Classification Based on Masked Autoencoder.
IEEE Internet Things J.
Ke Xu, Xixi Zhang, Yu Wang, Tomoaki Ohtsuki, Bamidele Adebisi, Hikmet Sari, Guan Gui
2024 J jnl
Toward Intelligent Lightweight and Efficient UAV Identification With RF Fingerprinting.
IEEE Internet Things J.
Zhenxin Cai, Yu Wang, Qi Jiang, Guan Gui, Jin Sha
2024 J jnl
Toward Robust Open-Set Radiofrequency Signal Identification in Internet of Things Using Hypersphere Manifold Embedding.
IEEE Internet Things J.
Xue Fu, Yu Wang, Yun Lin, Tomoaki Ohtsuki, Guan Gui, Hikmet Sari
2024 J jnl
Ultralight Convolutional Neural Network for Automatic Modulation Classification in Internet of Unmanned Aerial Vehicles.
IEEE Internet Things J.
Lantu Guo, Yu Wang, Yuchao Liu, Yun Lin, Haitao Zhao, Guan Gui
2024 — conf
Universal Black-Box Adversarial Attack on Deep Learning for Specific Emitter Identification.
VTC Spring
Kailun Chen, Yibin Zhang, Zhenxin Cai, Yu Wang, Chen Ye, Yun Lin, Guan Gui
2024 J jnl
VC-SEI: Robust Variable-Channel Specific Emitter Identification Method Using Semi-Supervised Domain Adaptation.
IEEE Trans. Wirel. Commun.
Hong Wan, Qin Wang, Xue Fu, Yu Wang, Haitao Zhao, Yun Lin, Hikmet Sari, Guan Gui
2024 J jnl
Wavelet Domain Frequency Steganography Backdoor Attack for Misleading Automatic Modulation Classification.
IEEE Internet Things J.
Sicheng Zhang, Longfei Li, Zixin Li, Haichao Zhang, Guangzhen Si, Yu Wang, Guan Gui, Yun Lin
2023 — conf
A Few-Shot Malware Traffic Classification Method Using Knowledge Transfer Learning.
ICCT
Maoyang Qin, Xixi Zhang, Yu Wang, Tomoaki Ohtsuki, Hikmet Sari, Guan Gui
2023 C conf
A Lightweight Road Crack and Damage Detection Method Using Yolov5s for IoT Applications.
ICCC
Youxiang Huang, Xiaohu Xu, Zhengran He, Yu Wang, Zhiyi Lu, Feng Shi, Hong Wan, Guan Gui
2023 J jnl
A Robust CSI-Based Wi-Fi Passive Sensing Method Using Attention Mechanism Deep Learning.
IEEE Internet Things J.
Zhengran He, Xixi Zhang, Yu Wang, Yun Lin, Guan Gui, Haris Gacanin
2023 C conf
Adversarial Learning Aided Malicious Network Traffic Detection Based on EDE Framework.
ICCC
Lanping Zhang, Yu Wang, Tomoaki Ohtsuki, Bamidele Adebisi, Hsiao-Chun Wu, Guan Gui
2023 C conf
An Efficient RFF Extraction Method Using Asymmetric Masked Auto-Encoder.
APCC
Zhisheng Yao, Xue Fu, Shufei Wang, Yu Wang, Guan Gui, Shiwen Mao
2023 — conf
Automatic Modulation Classification Based on Decentralized Learning and Model Averaging.
INFOCOM Workshops
Yunhe Xu, Min Ma, Xue Fu, Yu Wang, Guan Gui, Tomoaki Ohtsuki
2023 — conf
Few-Shot Domain Adaption-Based Specific Emitter Identification Under Varying Modulation.
ICCT
Lijun Yin, Xue Fu, Shengnan Shi, Pengfei Liu, Yun Lin, Yu Wang, Hikmet Sari
2023 J jnl
Few-Shot Hyperspectral Image Classification Using Meta Learning and Regularized Finetuning.
IEEE Trans. Geosci. Remote. Sens.
Wenmei Li, Qing Liu, Yu Zhang, Yu Wang, Yuan Yuan, Yan Jia, Yuhong He
2023 — conf
Few-Shot Specific Emitter Identification Method Using Rotation Feature Decoupling for Secure 6G.
ICCT
Lai Xu, Wenjuan Shi, Xue Fu, Hua Xu, Yu Wang, Bamidele Adebisi, Guan Gui
2023 J jnl
Few-Shot Specific Emitter Identification Using Asymmetric Masked Auto-Encoder.
IEEE Commun. Lett.
Zhisheng Yao, Xue Fu, Lantu Guo, Yu Wang, Yun Lin, Shengnan Shi, Guan Gui
2023 — conf
Incremental Learning-Based Radio Frequency Fingerprint Identification via Exemplar Replay.
ICCT
Peiliang Ji, Yang Peng, Gejiacheng Lu, Lantu Guo, Jie Zhou, Yun Lin, Yu Wang, Guan Gui
2023 — conf
Intelligent Specific Emitter Identification Using Complex-Valued Convolutional Neural Network.
ICCT
Gaoli Yan, Zhenxin Cai, Yuchao Liu, Hong Wan, Xue Fu, Yu Wang, Guan Gui
2023 J jnl
Intelligent Unsupervised Network Traffic Classification Method Using Adversarial Training and Deep Clustering for Secure Internet of Things.
Future Internet
Weijie Zhang, Lanping Zhang, Xixi Zhang, Yu Wang, Pengfei Liu, Guan Gui
2023 J jnl
Interpolative Metric Learning for Few-Shot Specific Emitter Identification.
IEEE Trans. Veh. Technol.
Cheng Wang, Xue Fu, Yu Wang, Guan Gui, Haris Gacanin, Hikmet Sari, Fumiyuki Adachi
2023 J jnl
Lightweight Automatic Modulation Classification via Progressive Differentiable Architecture Search.
IEEE Trans. Cogn. Commun. Netw.
Xixi Zhang, Xiaofeng Chen, Yu Wang, Guan Gui, Bamidele Adebisi, Hikmet Sari, Fumiyuki Adachi
2023 J jnl
Multi-Agent Reinforcement Learning Resources Allocation Method Using Dueling Double Deep Q-Network in Vehicular Networks.
IEEE Trans. Veh. Technol.
Yuxin Ji, Yu Wang, Haitao Zhao, Guan Gui, Haris Gacanin, Hikmet Sari, Fumiyuki Adachi
2023 — conf
Multi-Band Spectrum Prediction Method via Singular Spectrum Analysis and A-BiLSTM.
ICCT
Cui Ben, Yang Peng, Xile Zhang, Yu Wang, Lantu Guo, Yun Lin, Guan Gui
2023 — conf
NASEI: Neural Architecture Search-Based Specific Emitter Identification Method.
VTC2023-Spring
Yuxuan Huang, Xixi Zhang, Yu Wang, Donglai Jiao, Guan Gui, Tomoaki Ohtsuki
2023 B conf
Resource-Constrained Specific Emitter Identification Using End-to-End Sparse Feature Selection.
GLOBECOM
Mengyuan Tao, Xue Fu, Yun Lin, Yu Wang, Zhisheng Yao, Shengnan Shi, Guan Gui
2023 — conf
Semi-Supervised Malware Traffic Classification Via Consistency Regularization and Pseudo-Labeling.
ICCT
Qianlong Jiao, Xixi Zhang, Weijie Zhang, Fucheng Miao, Tomoaki Ohtsuki, Bamidele Adebisi, Yu Wang, Guan Gui
2023 J jnl
Semi-Supervised Specific Emitter Identification via Dual Consistency Regularization.
IEEE Internet Things J.
Xue Fu, Shengnan Shi, Yu Wang, Yun Lin, Guan Gui, Octavia A. Dobre, Shiwen Mao
2023 — conf
Variable-Channel Specific Emitter Identification Method Using Semi-Supervised Domain Adaptation.
ICCT
Hong Wan, Gaoli Yan, Fucheng Miao, Xue Fu, Yu Wang, Bamidele Adebisi, Yun Lin, Hikmet Sari, Guan Gui
2022 — conf
A General Dataset Generator for Industrial Internet of Things Using Multi-sensor Information Fusion.
DSA
Mian Wang, Jinlong Sun, Zhiyi Lu, Yu Wang, Yifan Zhang, Jie Zhang, Zhe Zhang, Guan Gui
2022 — conf
A Novel Semi-Supervised Learning Framework for Specific Emitter Identification.
VTC Fall
Xue Fu, Yu Wang, Yun Lin, Guan Gui, Haris Gacanin, Fumiyuki Adachi
2022 — conf
A Novel Unsupervised Malware Detection Method based on Adversarial Auto-encoder and Deep Clustering.
DSA
Lanping Zhang, Jie Yin, Jinhui Ning, Yu Wang, Bamidele Adebisi, Jie Yang
2022 B conf
A Robust CSI- Based Passive Perception Method Using CNN and Attention-Based Bi-Directional LSTM.
GLOBECOM
Zhengran He, Guozhen Xu, Siyuan Xu, Yu Wang, Guan Gui, Haris Gacanin, Fumiyuki Adachi
2022 — conf
A Robust Few-Shot SEI Method Using Class-Reconstruction and Adversarial Training.
VTC Fall
Chao Liu, Xue Fu, Yunlu Ge, Yu Wang, Yun Lin, Guan Gui, Hikmet Sari
2022 — conf
An Effective Radio Frequency Signal Classification Method Based on Multi-Task Learning Mechanism.
VTC Fall
Hongwei Liu, Chengyao Hao, Yang Peng, Yu Wang, Tomoaki Ohtsuki, Guan Gui
2022 J jnl
Attention Mechanism and Depthwise Separable Convolution Aided 3DCNN for Hyperspectral Remote Sensing Image Classification.
Remote. Sens.
Wenmei Li, Huaihuai Chen, Qing Liu, Haiyan Liu, Yu Wang, Guan Gui
2022 J jnl
Automatic Modulation Classification Based on Decentralized Learning and Ensemble Learning.
IEEE Trans. Veh. Technol.
Xue Fu, Guan Gui, Yu Wang, Haris Gacanin, Fumiyuki Adachi
2022 — conf
Blind Signal Recognition Method of STBC Based on Multi-channel Convolutional Neural Network.
VTC Fall
Yuting Gu, Yu Wang, Bamidele Adebisi, Guan Gui, Haris Gacanin, Hikmet Sari
2022 — conf
Cross-Person Activity Recognition Method Using Snapshot Ensemble Learning.
VTC Fall
Siyuan Xu, Zhengran He, Wenjuan Shi, Yu Wang, Tomoaki Ohtsuki, Guan Gui
2022 — conf
Data Augmentation Aided Few-Shot Learning for Specific Emitter Identification.
VTC Fall
Xixi Zhang, Yu Wang, Yibin Zhang, Yun Lin, Guan Gui, Tomoaki Ohtsuki, Hikmet Sari
2022 J jnl
Edge Device Identification Based on Federated Learning and Network Traffic Feature Engineering.
IEEE Trans. Cogn. Commun. Netw.
Zhimin He, Jie Yin, Yu Wang, Guan Gui, Bamidele Adebisi, Tomoaki Ohtsuki, Haris Gacanin, Hikmet Sari
2022 J jnl
Federated Learning for Automatic Modulation Classification Under Class Imbalance and Varying Noise Condition.
IEEE Trans. Cogn. Commun. Netw.
Yu Wang, Guan Gui, Haris Gacanin, Bamidele Adebisi, Hikmet Sari, Fumiyuki Adachi
2022 — conf
Few-Shot Malware Traffic Classification Method Using Network Traffic and Meta Transfer Learning.
VTC Fall
Hanyi Guo, Xixi Zhang, Yu Wang, Bamidele Adebisi, Haris Gacanin, Guan Gui
2022 J jnl
Few-Shot Specific Emitter Identification via Deep Metric Ensemble Learning.
CoRR
Yu Wang, Guan Gui, Yun Lin, Hsiao-Chun Wu, Chau Yuen, Fumiyuki Adachi
2022 J jnl
Few-Shot Specific Emitter Identification via Deep Metric Ensemble Learning.
IEEE Internet Things J.
Yu Wang, Guan Gui, Yun Lin, Hsiao-Chun Wu, Chau Yuen, Fumiyuki Adachi
2022 J jnl
Lightweight Automatic Modulation Classification Based on Decentralized Learning.
IEEE Trans. Cogn. Commun. Netw.
Xue Fu, Guan Gui, Yu Wang, Tomoaki Ohtsuki, Bamidele Adebisi, Haris Gacanin, Fumiyuki Adachi
2022 J jnl
Malware Traffic Classification Using Domain Adaptation and Ladder Network for Secure Industrial Internet of Things.
IEEE Internet Things J.
Jinhui Ning, Guan Gui, Yu Wang, Jie Yang, Bamidele Adebisi, Song Ci, Haris Gacanin, Fumiyuki Adachi
2022 J jnl
MobileNet and Knowledge Distillation-Based Automatic Scenario Recognition Method in Vehicle-to-Vehicle Systems.
IEEE Trans. Veh. Technol.
Jie Yang, Yu Wang, Haitao Zhao, Guan Gui
2022 — conf
Multi-Agent Reinforcement Learning Aided Resources Allocation Method in Vehicular Networks.
VTC Fall
Yuxin Ji, Xixi Zhang, Yu Wang, Haris Gacanin, Hikmet Sari, Fumiyuki Adachi, Guan Gui
2022 — conf
Progressive Differentiable Architecture Search Based Automatic Modulation Classification Method.
PAAP
Xiaofeng Chen, Xixi Zhang, Yu Wang, Jie Yang, Guan Gui, Hikmet Sari
2022 J jnl
Radio Frequency Fingerprint Identification Based on Slice Integration Cooperation and Heat Constellation Trace Figure.
IEEE Wirel. Commun. Lett.
Yang Peng, Pengfei Liu, Yu Wang, Guan Gui, Bamidele Adebisi, Haris Gacanin
2022 — conf
Self-evolving Malware Detection for Cyber Security using Network Traffic and Incremental Learning.
DSA
Xiaohu Xu, Yifei Liang, Xixi Zhang, Yu Wang, Yun Lin, Bamidele Adebisi, Haris Gacanin, Guan Gui
2022 — conf
Smartphone-Aided Human Activity Recognition Method using Residual Multi-Layer Perceptron.
INFOCOM Workshops
Shang Shi, Yu Wang, Heng Dong, Guan Gui, Tomoaki Ohtsuki
2022 B conf
Transfer Learning-Based Radio Frequency Fingerprint Identification Using ConvMixer Network.
GLOBECOM
Tao Tian, Yu Wang, Heng Dong, Yang Peng, Yun Lin, Guan Gui, Haris Gacanin
2022 J jnl
UNet Combined With Attention Mechanism Method for Extracting Flood Submerged Range.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Wenmei Li, Jiaqi Wu, Huaihuai Chen, Yu Wang, Yan Jia, Guan Gui
2021 — conf
A Novel Malware Traffic Classification Method using Semi-Supervised Learning.
VTC Fall
Jinhui Ning, Yu Wang, Jie Yang, Haris Gacanin, Song Ci
2021 — conf
An Effective Radar Signal Recognition Method Using Neural Architecture Search.
VTC Fall
Min Zhang, Wang Luo, Yu Wang, Jinlong Sun, Jie Yang, Tomoaki Ohtsuki
2021 J jnl
An Efficient Specific Emitter Identification Method Based on Complex-Valued Neural Networks and Network Compression.
IEEE J. Sel. Areas Commun.
Yu Wang, Guan Gui, Haris Gacanin, Tomoaki Ohtsuki, Octavia A. Dobre, H. Vincent Poor
2021 — conf
Decentralized Learning-based Scenario Identification Method for Intelligent Vehicular Communications.
VTC Fall
Yaru Zhou, Yu Wang, Pengfei Liu, Jie Yang, Tomoaki Ohtsuki, Hikmet Sari
2021 J jnl
Federated user activity analysis via network traffic and deep neural network in mobile wireless networks.
Phys. Commun.
Liang Guo, Shaopeng Wang, Jie Yin, Yu Wang, Jie Yang, Guan Gui
2021 — conf
HSRRS Classification Method Based on Deep Transfer Learning And Multi-Feature Fusion.
VTC Fall
Ziteng Wang, Zhaojie Li, Yu Wang, Wenmei Li, Jie Yang, Tomoaki Ohtsuki
2021 B conf
Lightweight Network and Model Aggregation for Automatic Modulation Classification in Wireless Communications.
WCNC
Xue Fu, Guan Gui, Yu Wang, Tomoaki Ohtsuki, Bamidele Adebisi, Haris Gacanin, Fumiyuki Adachi
2021 J jnl
Multi-Task Learning for Generalized Automatic Modulation Classification Under Non-Gaussian Noise With Varying SNR Conditions.
IEEE Trans. Wirel. Commun.
Yu Wang, Guan Gui, Tomoaki Ohtsuki, Fumiyuki Adachi
2020 J jnl
Automatic Modulation Classification for MIMO Systems via Deep Learning and Zero-Forcing Equalization.
IEEE Trans. Veh. Technol.
Yu Wang, Jie Gui, Yue Yin, Juan Wang, Jinlong Sun, Guan Gui, Haris Gacanin, Hikmet Sari, Fumiyuki Adachi
2020 — conf
Automatic Modulation Recognition Method for Multiple Antenna System Based on Convolutional Neural Network.
VTC Fall
Juan Wang, Yu Wang, Wenmei Li, Guan Gui, Haris Gacanin, Fumiyuki Adachi
2020 J jnl
Classification of High-Spatial-Resolution Remote Sensing Scenes Method Using Transfer Learning and Deep Convolutional Neural Network.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Wenmei Li, Ziteng Wang, Yu Wang, Jiaqi Wu, Juan Wang, Yan Jia, Guan Gui
2020 — conf
Convolutional Neural Network Aided Signal Modulation Recognition in OFDM Systems.
VTC Spring
Sheng Hong, Yu Wang, Yuwen Pan, Hao Gu, Miao Liu, Jie Yang, Guan Gui
2020 Misc conf
Deep Learning Method for Generalized Modulation Classification under Varying Noise Condition.
ICNC
Yu Wang, Guan Gui, Nan Zhao, Hao Huang, Miao Liu, Jinlong Sun, Haris Gacanin, Hikmet Sari, Fumiyuki Adachi
2020 C conf
Deep Learning based Intelligent Recognition Method in Heterogeneous Communication Networks.
ICCC
Hao Gu, Yu Wang, Sheng Hong, Yongjun Xu, Guan Gui
2020 J jnl
Deep Learning-Based Automatic Modulation Recognition Method in the Presence of Phase Offset.
IEEE Access
Jie Shi, Sheng Hong, Changxin Cai, Yu Wang, Hao Huang, Guan Gui
2020 — conf
Deep Learning-Based Channel Quality Estimation in Adaptive Shortwave Communication Systems.
WCSP
Yaru Zhou, Yu Wang, Guan Gui, Haris Gacanin, Hikmet Sari
2020 J jnl
Deep Learning-Based Cooperative Automatic Modulation Classification Method for MIMO Systems.
IEEE Trans. Veh. Technol.
Yu Wang, Juan Wang, Wei Zhang, Jie Yang, Guan Gui
2020 J jnl
Distributed Learning for Automatic Modulation Classification in Edge Devices.
IEEE Wirel. Commun. Lett.
Yu Wang, Liang Guo, Yu Zhao, Jie Yang, Bamidele Adebisi, Haris Gacanin, Guan Gui
2020 J jnl
Joint multislice and cooperative detection aided RFID method based on deep learning.
Phys. Commun.
Donglai Jiao, Yang Peng, Yu Wang, Jie Yang
2020 J jnl
LightAMC: Lightweight Automatic Modulation Classification via Deep Learning and Compressive Sensing.
IEEE Trans. Veh. Technol.
Yu Wang, Jie Yang, Miao Liu, Guan Gui
2020 J jnl
Robust automatic modulation classification based on convolutional and recurrent fusion network.
Phys. Commun.
Zhichao Lyu, Yu Wang, Wenmei Li, Liang Guo, Jie Yang, Jinlong Sun, Miao Liu, Guan Gui
2020 J jnl
Transfer Learning for Semi-Supervised Automatic Modulation Classification in ZF-MIMO Systems.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Yu Wang, Guan Gui, Haris Gacanin, Tomoaki Ohtsuki, Hikmet Sari, Fumiyuki Adachi
2019 J jnl
Blind Channel Identification Aided Generalized Automatic Modulation Recognition Based on Deep Learning.
IEEE Access
Hao Gu, Yu Wang, Sheng Hong, Guan Gui
2019 J jnl
Data-Driven Deep Learning for Automatic Modulation Recognition in Cognitive Radios.
IEEE Trans. Veh. Technol.
Yu Wang, Miao Liu, Jie Yang, Guan Gui
2019 — conf
Deep Learning Aided Friendly Coexistence of WiFi and LTE in Unlicensed Bands.
WCSP
Hao Gu, Yu Wang, Sheng Hong, Guan Gui
2019 J jnl
Deep Learning Aided Method for Automatic Modulation Recognition.
IEEE Access
Cheng Yang, Zhimin He, Yang Peng, Yu Wang, Jie Yang
2019 — conf
Deep Learning Based Adversarial Images Detection.
ADHIP (1)
Haiyan Liu, Wenmei Li, Zhuangzhuang Li, Yu Wang, Guan Gui
2019 — conf
Deep Learning Based Exploring Channel Reciprocity Method in FDD Systems.
CSPS
Jie Wang, Guan Gui, Rong Wang, Yue Yin, Hao Huang, Yu Wang
2019 J jnl
Deep Learning-Based Classification Methods for Remote Sensing Images in Urban Built-Up Areas.
IEEE Access
Wenmei Li, Haiyan Liu, Yu Wang, Zhuangzhuang Li, Yan Jia, Guan Gui
2019 J jnl
Deep Learning-Based Signal Modulation Identification in OFDM Systems.
IEEE Access
Sheng Hong, Yibin Zhang, Yu Wang, Hao Gu, Guan Gui, Hikmet Sari
2019 — conf
Optimized PointNet for 3D Object Classification.
ADHIP (1)
Zhuangzhuang Li, Wenmei Li, Haiyan Liu, Yu Wang, Guan Gui
2019 J jnl
Spear and Shield: Attack and Detection for CNN-Based High Spatial Resolution Remote Sensing Images Identification.
IEEE Access
Wenmei Li, Zhuangzhuang Li, Jinlong Sun, Yu Wang, Haiyan Liu, Jie Yang, Guan Gui
2019 J jnl
WeUp: Wireless User Perception Based on Dimensional Reduction and Semi-Supervised Clustering.
IEEE Access
Kaixuan Zhang, Wenjuan Shi, Jun Zeng, Guanghui Fan, Yu Wang, Guan Gui
2018 — conf
Deep Learning for Optical Character Recognition and Its Application to VAT Invoice Recognition.
CSPS (3)
Yu Wang, Guan Gui, Nan Zhao, Yue Yin, Hao Huang, Yunyi Li, Jie Wang, Jie Yang, Haijun Zhang
2018 — conf
Quadratic Segmentation Algorithm Based on Image Enhancement.
CSPS (2)
Ying Jiang, Heng Dong, Yaping Fan, Yu Wang, Guan Gui
2018 J jnl
Secondary segmentation extracted algorithm based on image enhancement for intelligent identification systems.
Int. J. Distributed Sens. Networks
Heng Dong, Ying Jiang, Yaping Fan, Yu Wang, Guan Gui
2018 — conf
The Image Preprocessing and Check of Amount for VAT Invoices.
CSPS (2)
Yue Yin, Yu Wang, Ying Jiang, Shangang Fan, Jian Xiong, Guan Gui