Yu Wang

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 79

Top Topics

Fingerprint Identification

Classification Method

Top Venues

IEEE Internet Things J.

IEEE Trans. Veh. Technol.

Publications

Xixi Zhang, Liang Hao, Guan Gui, Yu Wang, Bamidele Adebisi, Hikmet Sari
An Automatic and Efficient Malware Traffic Classification Method for Secure Internet of Things. IEEE Internet Things J. 11 (5) (2024)
Lantu Guo, Yu Wang, Yuchao Liu, Yun Lin, Haitao Zhao, Guan Gui
Ultralight Convolutional Neural Network for Automatic Modulation Classification in Internet of Unmanned Aerial Vehicles. IEEE Internet Things J. 11 (11) (2024)
Yang Peng, Xile Zhang, Lantu Guo, Cui Ben, Yuchao Liu, Yu Wang, Yun Lin, Guan Gui
Enhanced Specific Emitter Identification With Limited Data Through Dual Implicit Regularization. IEEE Internet Things J. 11 (15) (2024)
Zhisheng Yao, Yang Peng, Yu Wang, Congan Xu, Juzhen Wang, Yun Lin, Guan Gui
A Novel Radio Frequency Fingerprint Concealment Method Based on IQ Imbalance Compensation and Digital Pre-Distortion. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Zhenxin Cai, Yu Wang, Qi Jiang, Guan Gui, Jin Sha
Toward Intelligent Lightweight and Efficient UAV Identification With RF Fingerprinting. IEEE Internet Things J. 11 (15) (2024)
Xile Zhang, Lantu Guo, Cui Ben, Yang Peng, Yu Wang, Shengnan Shi, Yun Lin, Guan Gui
A-GCRNN: Attention Graph Convolution Recurrent Neural Network for Multi-Band Spectrum Prediction. IEEE Trans. Veh. Technol. 73 (2) (2024)
Xiaohu Xu, Xi-Xi Zhang, Qianyun Zhang, Yu Wang, Bamidele Adebisi, Tomoaki Ohtsuki, Hikmet Sari, Guan Gui
Advancing Malware Detection in Network Traffic With Self-Paced Class Incremental Learning. IEEE Internet Things J. 11 (12) (2024)
Ke Xu, Xixi Zhang, Yu Wang, Tomoaki Ohtsuki, Bamidele Adebisi, Hikmet Sari, Guan Gui
Self-Supervised Learning Malware Traffic Classification Based on Masked Autoencoder. IEEE Internet Things J. 11 (10) (2024)
Xixi Zhang, Qin Wang, Maoyang Qin, Yu Wang, Tomoaki Ohtsuki, Bamidele Adebisi, Hikmet Sari, Guan Gui
Enhanced Few-Shot Malware Traffic Classification via Integrating Knowledge Transfer With Neural Architecture Search. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Wenmei Li, Jiadong Zhang, Hao Xia, Qing Liu, Yu Wang, Yan Jia, Yixiang Chen
Cross-Scene Building Identification Based on Dual-Stream Neural Network and Efficient Channel Attention Mechanism. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Chao Liu, Xue Fu, Yu Wang, Lantu Guo, Yuchao Liu, Yun Lin, Haitao Zhao, Guan Gui
Overcoming Data Limitations: A Few-Shot Specific Emitter Identification Method Using Self-Supervised Learning and Adversarial Augmentation. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Peiliang Ji, Yang Peng, Gejiacheng Lu, Lantu Guo, Jie Zhou, Yun Lin, Yu Wang, Guan Gui
Incremental Learning-Based Radio Frequency Fingerprint Identification via Exemplar Replay. ICCT (2023)
Mengyuan Tao, Xue Fu, Yun Lin, Yu Wang, Zhisheng Yao, Shengnan Shi, Guan Gui
Resource-Constrained Specific Emitter Identification Using End-to-End Sparse Feature Selection. GLOBECOM (2023)
Qianlong Jiao, Xixi Zhang, Weijie Zhang, Fucheng Miao, Tomoaki Ohtsuki, Bamidele Adebisi, Yu Wang, Guan Gui
Semi-Supervised Malware Traffic Classification Via Consistency Regularization and Pseudo-Labeling. ICCT (2023)
Yunhe Xu, Min Ma, Xue Fu, Yu Wang, Guan Gui, Tomoaki Ohtsuki
Automatic Modulation Classification Based on Decentralized Learning and Model Averaging. INFOCOM Workshops (2023)
Yuxin Ji, Yu Wang, Haitao Zhao, Guan Gui, Haris Gacanin, Hikmet Sari, Fumiyuki Adachi
Multi-Agent Reinforcement Learning Resources Allocation Method Using Dueling Double Deep Q-Network in Vehicular Networks. IEEE Trans. Veh. Technol. 72 (10) (2023)
Zhisheng Yao, Xue Fu, Lantu Guo, Yu Wang, Yun Lin, Shengnan Shi, Guan Gui
Few-Shot Specific Emitter Identification Using Asymmetric Masked Auto-Encoder. IEEE Commun. Lett. 27 (10) (2023)
Xixi Zhang, Xiaofeng Chen, Yu Wang, Guan Gui, Bamidele Adebisi, Hikmet Sari, Fumiyuki Adachi
Lightweight Automatic Modulation Classification via Progressive Differentiable Architecture Search. IEEE Trans. Cogn. Commun. Netw. 9 (6) (2023)
Wenmei Li, Qing Liu, Yu Zhang, Yu Wang, Yuan Yuan, Yan Jia, Yuhong He
Few-Shot Hyperspectral Image Classification Using Meta Learning and Regularized Finetuning. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Xue Fu, Shengnan Shi, Yu Wang, Yun Lin, Guan Gui, Octavia A. Dobre, Shiwen Mao
Semi-Supervised Specific Emitter Identification via Dual Consistency Regularization. IEEE Internet Things J. 10 (21) (2023)
Lanping Zhang, Yu Wang, Tomoaki Ohtsuki, Bamidele Adebisi, Hsiao-Chun Wu, Guan Gui
Adversarial Learning Aided Malicious Network Traffic Detection Based on EDE Framework. ICCC (2023)
Zhisheng Yao, Xue Fu, Shufei Wang, Yu Wang, Guan Gui, Shiwen Mao
An Efficient RFF Extraction Method Using Asymmetric Masked Auto-Encoder. APCC (2023)
Maoyang Qin, Xixi Zhang, Yu Wang, Tomoaki Ohtsuki, Hikmet Sari, Guan Gui
A Few-Shot Malware Traffic Classification Method Using Knowledge Transfer Learning. ICCT (2023)
Youxiang Huang, Xiaohu Xu, Zhengran He, Yu Wang, Zhiyi Lu, Feng Shi, Hong Wan, Guan Gui
A Lightweight Road Crack and Damage Detection Method Using Yolov5s for IoT Applications. ICCC (2023)
Hong Wan, Gaoli Yan, Fucheng Miao, Xue Fu, Yu Wang, Bamidele Adebisi, Yun Lin, Hikmet Sari, Guan Gui
Variable-Channel Specific Emitter Identification Method Using Semi-Supervised Domain Adaptation. ICCT (2023)
Lijun Yin, Xue Fu, Shengnan Shi, Pengfei Liu, Yun Lin, Yu Wang, Hikmet Sari
Few-Shot Domain Adaption-Based Specific Emitter Identification Under Varying Modulation. ICCT (2023)
Cheng Wang, Xue Fu, Yu Wang, Guan Gui, Haris Gacanin, Hikmet Sari, Fumiyuki Adachi
Interpolative Metric Learning for Few-Shot Specific Emitter Identification. IEEE Trans. Veh. Technol. 72 (12) (2023)
Lai Xu, Wenjuan Shi, Xue Fu, Hua Xu, Yu Wang, Bamidele Adebisi, Guan Gui
Few-Shot Specific Emitter Identification Method Using Rotation Feature Decoupling for Secure 6G. ICCT (2023)
Yuxuan Huang, Xixi Zhang, Yu Wang, Donglai Jiao, Guan Gui, Tomoaki Ohtsuki
NASEI: Neural Architecture Search-Based Specific Emitter Identification Method. VTC2023-Spring (2023)
Zhengran He, Xixi Zhang, Yu Wang, Yun Lin, Guan Gui, Haris Gacanin
A Robust CSI-Based Wi-Fi Passive Sensing Method Using Attention Mechanism Deep Learning. IEEE Internet Things J. 10 (19) (2023)
Xue Fu, Guan Gui, Yu Wang, Tomoaki Ohtsuki, Bamidele Adebisi, Haris Gacanin, Fumiyuki Adachi
Lightweight Automatic Modulation Classification Based on Decentralized Learning. IEEE Trans. Cogn. Commun. Netw. 8 (1) (2022)
Wenmei Li, Jiaqi Wu, Huaihuai Chen, Yu Wang, Yan Jia, Guan Gui
UNet Combined With Attention Mechanism Method for Extracting Flood Submerged Range. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Lanping Zhang, Jie Yin, Jinhui Ning, Yu Wang, Bamidele Adebisi, Jie Yang
A Novel Unsupervised Malware Detection Method based on Adversarial Auto-encoder and Deep Clustering. DSA (2022)
Yu Wang, Guan Gui, Haris Gacanin, Bamidele Adebisi, Hikmet Sari, Fumiyuki Adachi
Federated Learning for Automatic Modulation Classification Under Class Imbalance and Varying Noise Condition. IEEE Trans. Cogn. Commun. Netw. 8 (1) (2022)
Chao Liu, Xue Fu, Yunlu Ge, Yu Wang, Yun Lin, Guan Gui, Hikmet Sari
A Robust Few-Shot SEI Method Using Class-Reconstruction and Adversarial Training. VTC Fall (2022)
Jie Yang, Yu Wang, Haitao Zhao, Guan Gui
MobileNet and Knowledge Distillation-Based Automatic Scenario Recognition Method in Vehicle-to-Vehicle Systems. IEEE Trans. Veh. Technol. 71 (10) (2022)
Yang Peng, Pengfei Liu, Yu Wang, Guan Gui, Bamidele Adebisi, Haris Gacanin
Radio Frequency Fingerprint Identification Based on Slice Integration Cooperation and Heat Constellation Trace Figure. IEEE Wirel. Commun. Lett. 11 (3) (2022)
Zhimin He, Jie Yin, Yu Wang, Guan Gui, Bamidele Adebisi, Tomoaki Ohtsuki, Haris Gacanin, Hikmet Sari
Edge Device Identification Based on Federated Learning and Network Traffic Feature Engineering. IEEE Trans. Cogn. Commun. Netw. 8 (4) (2022)
Jinhui Ning, Guan Gui, Yu Wang, Jie Yang, Bamidele Adebisi, Song Ci, Haris Gacanin, Fumiyuki Adachi
Malware Traffic Classification Using Domain Adaptation and Ladder Network for Secure Industrial Internet of Things. IEEE Internet Things J. 9 (18) (2022)
Shang Shi, Yu Wang, Heng Dong, Guan Gui, Tomoaki Ohtsuki
Smartphone-Aided Human Activity Recognition Method using Residual Multi-Layer Perceptron. INFOCOM Workshops (2022)
Tao Tian, Yu Wang, Heng Dong, Yang Peng, Yun Lin, Guan Gui, Haris Gacanin
Transfer Learning-Based Radio Frequency Fingerprint Identification Using ConvMixer Network. GLOBECOM (2022)
Xue Fu, Guan Gui, Yu Wang, Haris Gacanin, Fumiyuki Adachi
Automatic Modulation Classification Based on Decentralized Learning and Ensemble Learning. IEEE Trans. Veh. Technol. 71 (7) (2022)
Xiaohu Xu, Yifei Liang, Xixi Zhang, Yu Wang, Yun Lin, Bamidele Adebisi, Haris Gacanin, Guan Gui
Self-evolving Malware Detection for Cyber Security using Network Traffic and Incremental Learning. DSA (2022)
Wenmei Li, Huaihuai Chen, Qing Liu, Haiyan Liu, Yu Wang, Guan Gui
Attention Mechanism and Depthwise Separable Convolution Aided 3DCNN for Hyperspectral Remote Sensing Image Classification. Remote. Sens. 14 (9) (2022)
Yu Wang, Guan Gui, Yun Lin, Hsiao-Chun Wu, Chau Yuen, Fumiyuki Adachi
Few-Shot Specific Emitter Identification via Deep Metric Ensemble Learning. CoRR (2022)
Yu Wang, Guan Gui, Yun Lin, Hsiao-Chun Wu, Chau Yuen, Fumiyuki Adachi
Few-Shot Specific Emitter Identification via Deep Metric Ensemble Learning. IEEE Internet Things J. 9 (24) (2022)
Zhengran He, Guozhen Xu, Siyuan Xu, Yu Wang, Guan Gui, Haris Gacanin, Fumiyuki Adachi
A Robust CSI- Based Passive Perception Method Using CNN and Attention-Based Bi-Directional LSTM. GLOBECOM (2022)
Xue Fu, Yu Wang, Yun Lin, Guan Gui, Haris Gacanin, Fumiyuki Adachi
A Novel Semi-Supervised Learning Framework for Specific Emitter Identification. VTC Fall (2022)
Yu Wang, Guan Gui, Tomoaki Ohtsuki, Fumiyuki Adachi
Multi-Task Learning for Generalized Automatic Modulation Classification Under Non-Gaussian Noise With Varying SNR Conditions. IEEE Trans. Wirel. Commun. 20 (6) (2021)
Yu Wang, Guan Gui, Haris Gacanin, Tomoaki Ohtsuki, Octavia A. Dobre, H. Vincent Poor
An Efficient Specific Emitter Identification Method Based on Complex-Valued Neural Networks and Network Compression. IEEE J. Sel. Areas Commun. 39 (8) (2021)
Xue Fu, Guan Gui, Yu Wang, Tomoaki Ohtsuki, Bamidele Adebisi, Haris Gacanin, Fumiyuki Adachi
Lightweight Network and Model Aggregation for Automatic Modulation Classification in Wireless Communications. WCNC (2021)
Yu Wang, Guan Gui, Nan Zhao, Hao Huang, Miao Liu, Jinlong Sun, Haris Gacanin, Hikmet Sari, Fumiyuki Adachi
Deep Learning Method for Generalized Modulation Classification under Varying Noise Condition. ICNC (2020)
Yu Wang, Jie Gui, Yue Yin, Juan Wang, Jinlong Sun, Guan Gui, Haris Gacanin, Hikmet Sari, Fumiyuki Adachi
Automatic Modulation Classification for MIMO Systems via Deep Learning and Zero-Forcing Equalization. IEEE Trans. Veh. Technol. 69 (5) (2020)
Yu Wang, Juan Wang, Wei Zhang, Jie Yang, Guan Gui
Deep Learning-Based Cooperative Automatic Modulation Classification Method for MIMO Systems. IEEE Trans. Veh. Technol. 69 (4) (2020)
Jie Shi, Sheng Hong, Changxin Cai, Yu Wang, Hao Huang, Guan Gui
Deep Learning-Based Automatic Modulation Recognition Method in the Presence of Phase Offset. IEEE Access 8 (2020)
Sheng Hong, Yu Wang, Yuwen Pan, Hao Gu, Miao Liu, Jie Yang, Guan Gui
Convolutional Neural Network Aided Signal Modulation Recognition in OFDM Systems. VTC Spring (2020)
Juan Wang, Yu Wang, Wenmei Li, Guan Gui, Haris Gacanin, Fumiyuki Adachi
Automatic Modulation Recognition Method for Multiple Antenna System Based on Convolutional Neural Network. VTC Fall (2020)
Yaru Zhou, Yu Wang, Guan Gui, Haris Gacanin, Hikmet Sari
Deep Learning-Based Channel Quality Estimation in Adaptive Shortwave Communication Systems. WCSP (2020)
Wenmei Li, Ziteng Wang, Yu Wang, Jiaqi Wu, Juan Wang, Yan Jia, Guan Gui
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. 13 (2020)
Zhichao Lyu, Yu Wang, Wenmei Li, Liang Guo, Jie Yang, Jinlong Sun, Miao Liu, Guan Gui
Robust automatic modulation classification based on convolutional and recurrent fusion network. Phys. Commun. 43 (2020)
Yu Wang, Liang Guo, Yu Zhao, Jie Yang, Bamidele Adebisi, Haris Gacanin, Guan Gui
Distributed Learning for Automatic Modulation Classification in Edge Devices. IEEE Wirel. Commun. Lett. 9 (12) (2020)
Hao Gu, Yu Wang, Sheng Hong, Yongjun Xu, Guan Gui
Deep Learning based Intelligent Recognition Method in Heterogeneous Communication Networks. ICCC (2020)
Yu Wang, Jie Yang, Miao Liu, Guan Gui
LightAMC: Lightweight Automatic Modulation Classification via Deep Learning and Compressive Sensing. IEEE Trans. Veh. Technol. 69 (3) (2020)
Yu Wang, Guan Gui, Haris Gacanin, Tomoaki Ohtsuki, Hikmet Sari, Fumiyuki Adachi
Transfer Learning for Semi-Supervised Automatic Modulation Classification in ZF-MIMO Systems. IEEE J. Emerg. Sel. Topics Circuits Syst. 10 (2) (2020)
Hao Gu, Yu Wang, Sheng Hong, Guan Gui
Blind Channel Identification Aided Generalized Automatic Modulation Recognition Based on Deep Learning. IEEE Access 7 (2019)
Wenmei Li, Haiyan Liu, Yu Wang, Zhuangzhuang Li, Yan Jia, Guan Gui
Deep Learning-Based Classification Methods for Remote Sensing Images in Urban Built-Up Areas. IEEE Access 7 (2019)
Wenmei Li, Zhuangzhuang Li, Jinlong Sun, Yu Wang, Haiyan Liu, Jie Yang, Guan Gui
Spear and Shield: Attack and Detection for CNN-Based High Spatial Resolution Remote Sensing Images Identification. IEEE Access 7 (2019)
Yu Wang, Miao Liu, Jie Yang, Guan Gui
Data-Driven Deep Learning for Automatic Modulation Recognition in Cognitive Radios. IEEE Trans. Veh. Technol. 68 (4) (2019)
Haiyan Liu, Wenmei Li, Zhuangzhuang Li, Yu Wang, Guan Gui
Deep Learning Based Adversarial Images Detection. ADHIP (1) (2019)
Zhuangzhuang Li, Wenmei Li, Haiyan Liu, Yu Wang, Guan Gui
Optimized PointNet for 3D Object Classification. ADHIP (1) (2019)
Cheng Yang, Zhimin He, Yang Peng, Yu Wang, Jie Yang
Deep Learning Aided Method for Automatic Modulation Recognition. IEEE Access 7 (2019)
Sheng Hong, Yibin Zhang, Yu Wang, Hao Gu, Guan Gui, Hikmet Sari
Deep Learning-Based Signal Modulation Identification in OFDM Systems. IEEE Access 7 (2019)
Jie Wang, Guan Gui, Rong Wang, Yue Yin, Hao Huang, Yu Wang
Deep Learning Based Exploring Channel Reciprocity Method in FDD Systems. CSPS (2019)
Kaixuan Zhang, Wenjuan Shi, Jun Zeng, Guanghui Fan, Yu Wang, Guan Gui
WeUp: Wireless User Perception Based on Dimensional Reduction and Semi-Supervised Clustering. IEEE Access 7 (2019)
Hao Gu, Yu Wang, Sheng Hong, Guan Gui
Deep Learning Aided Friendly Coexistence of WiFi and LTE in Unlicensed Bands. WCSP (2019)
Yu Wang, Guan Gui, Nan Zhao, Yue Yin, Hao Huang, Yunyi Li, Jie Wang, Jie Yang, Haijun Zhang
Deep Learning for Optical Character Recognition and Its Application to VAT Invoice Recognition. CSPS (3) (2018)
Yue Yin, Yu Wang, Ying Jiang, Shangang Fan, Jian Xiong, Guan Gui
The Image Preprocessing and Check of Amount for VAT Invoices. CSPS (2) (2018)
Ying Jiang, Heng Dong, Yaping Fan, Yu Wang, Guan Gui
Quadratic Segmentation Algorithm Based on Image Enhancement. CSPS (2) (2018)
Heng Dong, Ying Jiang, Yaping Fan, Yu Wang, Guan Gui
Secondary segmentation extracted algorithm based on image enhancement for intelligent identification systems. Int. J. Distributed Sens. Networks 14 (12) (2018)