| 2025 | VTC | Open-Set Automatic Modulation Classification Using Deep Metric Learning and Openmax. | Chen Ai, Weiqi Sun, Xixi Zhang, Haris Gacanin, Hikmet Sari, Fumiyuki Adachi, Guan Gui |
| 2025 | VTC | Towards Efficient UAV Identification via Wavelet Decomposition and Attention Fusion. | Ziqin Feng, Zhenxin Cai, Lexi Xu, Weijie Zhang, Hikmet Sari, Guan Gui |
| 2025 | VTC | Efficient WiFi Device Recognition via Blueprint Separable Residual Network with SE Module. | Tiancheng Liu, Zhenxin Cai, Qin Wang, Tomoaki Ohtsuki, Hikmet Sari, Guan Gui |
| 2025 | VTC | Enhancing Cross-Domain Robustness in Wi-Fi-Based Human Activity Recognition via Attention-Driven Deep Learning. | Fucheng Miao, Osamu Takyu, Lin Shan, Tomoaki Ohtsuki, Guan Gui |
| 2025 | VTC | Receiver-Agnostic Specific Emitter Identification via Latent Distribution Mixing in Frequency Domain. | Hong Wan, Zhenxin Cai, Wenda Lv, Wengang Chen, Zhiyi Lu, Hao Huang, Yu Wang, Guan Gui |
| 2025 | VTC | Uplink Transmission of Low-Rate Local RIS Data Using Orthogonal Polarizations. | Fumin Wang, Hao Huang, Guan Gui, Marco Di Renzo, Hikmet Sari |
| 2025 | VTC | Robust Few-Shot Specific Emitter Identification Using Multi-View Feature Fusion with Attention. | Gaoli Yan, Xue Fu, Yu Wang, Haris Gacanin, Hikmet Sari, Guan Gui |
| 2025 | WCNC | More is Better: Channel-Robust Radio Frequency Fingerprinting with Random Overlay Augmentation. | Yu Wang, Francesca Meneghello, Shufei Wang, Tomoaki Otsuki, Chau Yuen, Guan Gui, Xianbin Wang |
| 2025 | WCNC | Channel-Robust Few-Shot Specific Emitter Identification Using Meta-Feature Augmentation. | Xue Fu, Francesca Meneghello, Yu Wang, Tomoaki Ohtsuki, Chau Yuen, Guan Gui, Hikmet Sari |
| 2025 | WCNC | Multi-Dimensional Spectrum Prediction Method Based on Efficient Adaptive Broad Learning. | Niancong Ji, Shufei Wang, Yibin Zhang, Yang Peng, Tomoaki Otsuki, Dusit Niyato, Guan Gui |
| 2025 | WCNC | Learnable Broad Learning for Semi-Supervised Specific Emitter Identification in the Internet of Everything. | Yibin Zhang, Yang Peng, Qin Wang, Yun Lin, Guan Gui, Dusit Niyato, Fumiyuki Adachi |
| 2024 | ECCV | Few-Shot Anomaly-Driven Generation for Anomaly Classification and Segmentation. | Guan Gui, Bin-Bin Gao, Jun Liu, Chengjie Wang, Yunsheng Wu |
| 2024 | GLOBECOM | Learning-Based Codebook-Free Near-field Beamforming for Extremely Large-Scale MIMO. | Jiali Nie, Yuanhao Cui, Zhaohui Yang, Weijie Yuan, Xiaojun Jing, Guan Gui |
| 2024 | VTC | Efficient UAV Identification Leveraging Multi-Resolution Analysis and Multi-Scale ResNet. | Zhenxin Cai, Jin Sha, Yu Wang, Guan Gui |
| 2024 | VTC | Universal Black-Box Adversarial Attack on Deep Learning for Specific Emitter Identification. | Kailun Chen, Yibin Zhang, Zhenxin Cai, Yu Wang, Chen Ye, Yun Lin, Guan Gui |
| 2024 | VTC | A Real-World Road Damage Detection Method Using the YOLOv5s Network. | Ziqin Feng, Youxiang Huang, Fucheng Miao, Zhiyi Lu, Feng Shi, Guan Gui |
| 2024 | VTC | Hypersphere Projection-Guided Radio Frequency Fingerprinting Authentication in the Open World. | Xue Fu, Yu Wang, Yun Lin, Qianyun Zhang, Guan Gui, Tomoaki Ohtsuki, Hikmet Sari |
| 2024 | VTC | Effect of Spatial Correlation on RIS-Assisted Wireless Systems Using Pilot-Aided Channel Estimation. | Shuangfei Guo, Hao Huang, Guan Gui, Hikmet Sari |
| 2024 | VTC | Multi-Modal Fusion for Enhanced Automatic Modulation Classification. | Yingkai Li, Shufei Wang, Yibin Zhang, Hao Huang, Yu Wang, Qianyun Zhang, Yun Lin, Guan Gui |
| 2024 | VTC | A Novel Semi-Supervised Learning Method Using Self-Adaptive Threshold for UAV Recognition. | Gejiacheng Lu, Xue Fu, Juzhen Wang, Hao Huang, Yu Wang, Yun Lin, Guan Gui |
| 2024 | VTC | Few-Shot Specific Emitter Identification via Neural Architecture Search and Deep Transfer Learning. | Feng Shi, Shufei Wang, Zhenxin Cai, Yang Peng, Yuchao Liu, Yu Wang, Fumiyuki Adachi, Guan Gui |
| 2024 | VTC | Enhanced Semi-Supervised Radar Emitter Identification via Virtual Adversarial Training. | Hong Wan, Ziqin Feng, Qianyun Zhang, Yu Wang, Xue Fu, Yun Lin, Fumiyuki Adachi, Guan Gui |
| 2024 | VTC | Adaptive Signal Feature-Based Deep Learning for Enhanced Specific Emitter Identification. | Junzhi Xu, Miao Chen, Fangqing Wen, Gejiacheng Lu, Lifan Hu, Yu Wang, Yun Lin, Guan Gui |
| 2024 | VTC | Efficient Modulation Recognition with Minimal Samples Leveraging Architecture Search and Knowledge Transfer in Combined Radar-Communication Environments. | Xixi Zhang, Gejiacheng Lu, Juzhen Wang, Yu Wang, Yun Lin, Guan Gui |
| 2024 | VTC | Enhanced Resource Allocation in Vehicular Networks via Multi-Agent Reinforcement Learning. | Yu Zhang, Shufei Wang, Minyu Hua, Yibin Zhang, Yu Wang, Tomoaki Ohtsuki, Hikmet Sari, Guan Gui |
| 2023 | AAAI | Yet Another Traffic Classifier: A Masked Autoencoder Based Traffic Transformer with Multi-Level Flow Representation. | Ruijie Zhao, Mingwei Zhan, Xianwen Deng, Yanhao Wang, Yijun Wang, Guan Gui, Zhi Xue |
| 2023 | APCC | Deep Learning Aided Intelligent Sensing and Identification For 6G. | Tomoaki Otsuki, Guan Gui |
| 2023 | APCC | An Efficient RFF Extraction Method Using Asymmetric Masked Auto-Encoder. | Zhisheng Yao, Xue Fu, Shufei Wang, Yu Wang, Guan Gui, Shiwen Mao |
| 2023 | GLOBECOM | Hierarchical Transmission of Low Bit Rate Local Data Using Reconfigurable Intelligent Surfaces. | Hao Huang, Shuangfei Guo, Guan Gui, Hikmet Sari |
| 2023 | GLOBECOM | Resource-Constrained Specific Emitter Identification Using End-to-End Sparse Feature Selection. | Mengyuan Tao, Xue Fu, Yun Lin, Yu Wang, Zhisheng Yao, Shengnan Shi, Guan Gui |
| 2023 | ICCV | Enhancing Sample Utilization through Sample Adaptive Augmentation in Semi-Supervised Learning. | Guan Gui, Zhen Zhao, Lei Qi, Luping Zhou, Lei Wang, Yinghuan Shi |
| 2023 | INFOCOM | Automatic Modulation Classification Based on Decentralized Learning and Model Averaging. | Yunhe Xu, Min Ma, Xue Fu, Yu Wang, Guan Gui, Tomoaki Ohtsuki |
| 2023 | INFOCOM | Radio Frequency Signal Dataset Generation Based on LTE System and Variable Channels. | Shupeng Zhang, Yibin Zhang, Xixi Zhang, Yang Peng, Jinlong Sun, Guan Gui, Tomoaki Ohtsuki |
| 2023 | VTC | Deep Reinforcement Learning Aided Online Trajectory Optimization of Cellular-Connected UAVs with Offline Map Reconstruction. | Qing Hao, Haitao Zhao, Hao Huang, Guan Gui, Tomoaki Ohtsuki, Fumiyuki Adachi |
| 2023 | VTC | NASEI: Neural Architecture Search-Based Specific Emitter Identification Method. | Yuxuan Huang, Xixi Zhang, Yu Wang, Donglai Jiao, Guan Gui, Tomoaki Ohtsuki |
| 2023 | WCNC | Communication Efficient Heterogeneous Federated Learning based on Model Similarity. | Zhaojie Li, Tomoaki Ohtsuki, Guan Gui |
| 2022 | GLOBECOM | Graph Convolutional Network Empowered Indoor Localization Method via Aggregating MIMO CSI. | Hao Gu, Jun Yang, Zhengran He, Guan Gui, Haris Gacanin |
| 2022 | GLOBECOM | A Robust CSI- Based Passive Perception Method Using CNN and Attention-Based Bi-Directional LSTM. | Zhengran He, Guozhen Xu, Siyuan Xu, Yu Wang, Guan Gui, Haris Gacanin, Fumiyuki Adachi |
| 2022 | GLOBECOM | Transfer Learning-Based Radio Frequency Fingerprint Identification Using ConvMixer Network. | Tao Tian, Yu Wang, Heng Dong, Yang Peng, Yun Lin, Guan Gui, Haris Gacanin |
| 2022 | INFOCOM | Smartphone-Aided Human Activity Recognition Method using Residual Multi-Layer Perceptron. | Shang Shi, Yu Wang, Heng Dong, Guan Gui, Tomoaki Ohtsuki |
| 2022 | PIMRC | Decentralized Automatic Modulation Classification Method Based on Lightweight Neural Network. | Biao Dong, Guozhen Xu, Xue Fu, Heng Dong, Guan Gui, Haris Gacanin, Fumiyuki Adachi |
| 2022 | VTC | A Novel Semi-Supervised Learning Framework for Specific Emitter Identification. | Xue Fu, Yu Wang, Yun Lin, Guan Gui, Haris Gacanin, Fumiyuki Adachi |
| 2022 | VTC | Adaptive DNN-based CSI Feedback with Quantization for FDD Massive MIMO Systems. | Junjie Gao, Mondher Bouazizi, Tomoaki Ohtsuki, Guan Gui |
| 2022 | VTC | Few-Shot Malware Traffic Classification Method Using Network Traffic and Meta Transfer Learning. | Hanyi Guo, Xixi Zhang, Yu Wang, Bamidele Adebisi, Haris Gacanin, Guan Gui |
| 2022 | VTC | Blind Signal Recognition Method of STBC Based on Multi-channel Convolutional Neural Network. | Yuting Gu, Yu Wang, Bamidele Adebisi, Guan Gui, Haris Gacanin, Hikmet Sari |
| 2022 | VTC | An Analysis of the Power Imbalance on the Uplink of Power-Domain NOMA. | Shaokai Hu, Hao Huang, Guan Gui, Hikmet Sari |
| 2022 | VTC | Multi-Agent Reinforcement Learning Aided Resources Allocation Method in Vehicular Networks. | Yuxin Ji, Xixi Zhang, Yu Wang, Haris Gacanin, Hikmet Sari, Fumiyuki Adachi, Guan Gui |
| 2022 | VTC | Joint Weighted and Truncated Nuclear Norm Minimization for Matrix Completion-Assisted mmWave MIMO Channel Estimation. | Yunyi Li, Jianxun Liu, Chaoyang Chen, Guan Gui, Tomoaki Ohtsuki, Hikmet Sari |
| 2022 | VTC | A Robust Few-Shot SEI Method Using Class-Reconstruction and Adversarial Training. | Chao Liu, Xue Fu, Yunlu Ge, Yu Wang, Yun Lin, Guan Gui, Hikmet Sari |
| 2022 | VTC | An Effective Radio Frequency Signal Classification Method Based on Multi-Task Learning Mechanism. | Hongwei Liu, Chengyao Hao, Yang Peng, Yu Wang, Tomoaki Ohtsuki, Guan Gui |
| 2022 | VTC | Cross-Person Activity Recognition Method Using Snapshot Ensemble Learning. | Siyuan Xu, Zhengran He, Wenjuan Shi, Yu Wang, Tomoaki Ohtsuki, Guan Gui |
| 2022 | VTC | Specific Emitter Identification Based on Radio Frequency Fingerprint Using Multi-Scale Network. | Yibin Zhang, Yang Peng, Bamidele Adebisi, Guan Gui, Haris Gacanin, Hikmet Sari |
| 2022 | VTC | Data Augmentation Aided Few-Shot Learning for Specific Emitter Identification. | Xixi Zhang, Yu Wang, Yibin Zhang, Yun Lin, Guan Gui, Tomoaki Ohtsuki, Hikmet Sari |
| 2022 | VTC | A Novel Radio Frequency Fingerprint Identification Method Using Incremental Learning. | Jie Zhou, Yang Peng, Guan Gui, Yun Lin, Bamidele Adebisi, Haris Gacanin, Hikmet Sari |
| 2021 | GLOBECOM | Analysis and Compensation of Spatial Correlation in Data Transmission Using RIS. | Xiao Chen, Hao Huang, Guan Gui, Hikmet Sari |
| 2021 | QRS | Resource Allocation for UAV-Assisted MIMO-NOMA Wireless Caching Networks. | Yue Yin, Miao Liu, Guan Gui, Hikmet Sari |
| 2021 | QRS | Side Information-Aided Handover Strategy for Air-Ground Integrated Vehicular Networks. | Yuzhi Zhou, Jinlong Sun, Jie Yang, Guan Gui, Haris Gacanin, Fumiyuki Adachi |
| 2021 | VTC | Fast Beamforming Design Method for IRS-Aided mmWave MISO Systems. | Zhengran He, Hao Huang, Jie Yang, Guan Gui, Tomoaki Ohtsuki, Bamidele Adebisi, Haris Gacanin |
| 2021 | VTC | Deep Learning for Adaptive Modulation and Coding with Payload Length in Vehicle-to-Vehicle Communications Systems. | Yuxin Ji, Guohua Zhang, Jiawei Huang, Jie Yang, Guan Gui, Hikmet Sari |
| 2021 | VTC | Lightweight Network Design Based on ResNet Structure for Modulation Recognition. | Xiao Lu, Mengyuan Tao, Xue Fu, Guan Gui, Tomoaki Ohtsuki, Hikmet Sari |
| 2021 | VTC | Federated Deep Learning for Collaborative Intrusion Detection in Heterogeneous Networks. | Segun I. Popoola, Guan Gui, Bamidele Adebisi, Mohammad Hammoudeh, Haris Gacanin |
| 2021 | WCNC | Downlink Channel State Information Limited Feedback Using Fully Convolutional Network. | Guanghui Fan, Zhengran He, Jinlong Sun, Guan Gui, Haris Gacanin, Bamidele Adebisi |
| 2021 | WCNC | Lightweight Network and Model Aggregation for Automatic Modulation Classification in Wireless Communications. | Xue Fu, Guan Gui, Yu Wang, Tomoaki Ohtsuki, Bamidele Adebisi, Haris Gacanin, Fumiyuki Adachi |
| 2021 | WCNC | A Novel Compression CSI Feedback based on Deep Learning for FDD Massive MIMO Systems. | Yuting Wang, Yibin Zhang, Jinlong Sun, Guan Gui, Tomoaki Ohtsuki, Fumiyuki Adachi |
| 2021 | WCNC | Differentiable Architecture Search-Based Automatic Modulation Classification. | Xun Wei, Wang Luo, Xixi Zhang, Jie Yang, Guan Gui, Tomoaki Ohtsuki |
| 2021 | WCNC | Sum-Rate Maximization in Distributed Intelligent Reflecting Surfaces-Aided mmWave Communications. | Yue Xiu, Wei Sun, Jiao Wu, Guan Gui, Ning Wei, Zhongpei Zhang |
| 2021 | WCNC | Deep Transfer Learning for 5G Massive MIMO Downlink CSI Feedback. | Jun Zeng, Zhengran He, Jinlong Sun, Bamidele Adebisi, Haris Gacanin, Guan Gui, Fumiyuki Adachi |
| 2021 | WCNC | A Novel Approach based on Lightweight Deep Neural Network for Network Intrusion Detection. | Ruijie Zhao, Zhaojie Li, Zhi Xue, Tomoaki Ohtsuki, Guan Gui |
| 2020 | GLOBECOM | Deep Learning Aided Channel Estimation for Massive MIMO with Pilot Contamination. | Hiroki Hirose, Tomoaki Ohtsuki, Guan Gui |
| 2020 | VTC | Cellular Network Performance using Machine Learning based Quantitative Association Rule Mining Method. | Guanghui Fan, Juan Wang, Kaixuan Zhang, Jun Zeng, Guan Gui |
| 2020 | VTC | Convolutional Neural Network Aided Signal Modulation Recognition in OFDM Systems. | Sheng Hong, Yu Wang, Yuwen Pan, Hao Gu, Miao Liu, Jie Yang, Guan Gui |
| 2020 | VTC | Generalized Flight Delay Prediction Method Using Gradient Boosting Decision Tree. | Fan Liu, Jinlong Sun, Miao Liu, Jie Yang, Guan Gui |
| 2020 | VTC | Automatic Modulation Recognition Method for Multiple Antenna System Based on Convolutional Neural Network. | Juan Wang, Yu Wang, Wenmei Li, Guan Gui, Haris Gacanin, Fumiyuki Adachi |
| 2020 | VTC | Lightweight Comprehensive Evaluation Method for Wireless User Perception Based on Random Forest. | Kaixuan Zhang, Guanghui Fan, Jun Zeng, Guan Gui |
| 2020 | VTC | En-route Multilateration System Based on ADS-B and TDOA/AOA for Flight Surveillance Systems. | Dongxu Zhao, Jinlong Sun, Guan Gui |
| 2019 | APCC | Power-Domain NOMA or NOMA-2000? | Ali Al Khansa, Yue Yin, Guan Gui, Hikmet Sari |
| 2019 | PIMRC | Three-Dimensional Wideband Geometry-Based Stochastic Models for MIMO Vehicle-to-Vehicle Channels. | Hao Jiang, Jie Zhou, Guan Gui, Hikmet Sari |
| 2019 | PIMRC | Uplink Performance of NOMA-2000 with Dynamic User Grouping. | Ersoy Caliskan, Mutlu Koca, Guan Gui, Hikmet Sari |
| 2019 | PIMRC | Deep Learning Based Couple-like Cooperative Computing Method for IoT-based Intelligent Surveillance Systems. | Yu Zhao, Quan Chen, Wengang Cao, Wei Jiang, Guan Gui |
| 2019 | VTC | User Selection and Transceiver Design for Secure Transmission in MIMO Interference Networks. | Qiuyi Cao, Nan Zhao, Guan Gui, Yang Cao, Shun Zhang, Yunfei Chen, Hikmet Sari |
| 2019 | WCNC | Signal Design for Frequency-Domain Enhanced Spatial Modulation. | Meijun Wei, Serdar Sezginer, Guan Gui, Hikmet Sari |
| 2018 | GLOBECOM | A Simple NOMA Scheme with Optimum Detection. | Ersoy Caliskan, Ali Maatouk, Mutlu Koca, Mohamad Assaad, Guan Gui, Hikmet Sari |
| 2018 | PIMRC | Resource Allocation for NOMA based Heterogeneous IoT with Imperfect SIC: A Deep Learning Method. | Miao Liu, Tiecheng Song, Lei Zhang, Guan Gui |
| 2018 | VTC | Deep Learning for Super-Resolution DOA Estimation in Massive MIMO Systems. | Hongji Huang, Guan Gui, Hikmet Sari, Fumiyuki Adachi |
| 2018 | VTC | Optimal Time Allocation in Relay Assisted Backscatter Communication Systems. | Bin Lyu, Zhen Yang, Tianyi Xie, Guan Gui, Fumiyuki Adachi |
| 2018 | WCNC | On the foundation of NOMA and its application to 5G cellular networks. | Hikmet Sari, Ali Maatouk, Ersoy Caliskan, Mohamad Assaad, Mutlu Koca, Guan Gui |
| 2017 | GLOBECOM | Robust Widely Linear Beamforming via a Shrinkage Method for Signal Steering Vector Estimation. | Jiangbo Liu, Guan Gui, Xueke Ding, Guopei Li, Silong Tang, Qun Wan |
| 2017 | VTC | Senz: A Context Awareness Middleware System Used in Mobile Devices. | Hengyang Zhang, Tao Huang, Yunjie Liu, Shixiang Zhu, Guan Gui, Yuanying Chi |
| 2016 | VTC | Correntropy Induced Metric Penalized Sparse RLS Algorithm to Improve Adaptive System Identification. | Guan Gui, Linglong Dai, Baoyu Zheng, Li Xu, Fumiyuki Adachi |
| 2015 | APCC | Stable sparse channel estimation algorithm under non-Gaussian noise environments. | Guan Gui, Li Xu, Nobuhiro Shimoi |
| 2015 | GLOBECOM | Structured Matching Pursuit for Reconstruction of Dynamic Sparse Channels. | Xudong Zhu, Linglong Dai, Guan Gui, Wei Dai, Zhaocheng Wang, Fumiyuki Adachi |
| 2014 | VTC | Two Are Better Than One: Adaptive Sparse System Identification Using Affine Combination of Two Sparse Adaptive Filters. | Guan Gui, Shinya Kumagai, Abolfazl Mehbodniya, Fumiyuki Adachi |
| 2013 | APCC | Regularization selection method for LMS-type sparse multipath channel estimation. | Zhengxing Huang, Guan Gui, An-min Huang, Dong Xiang, Fumiyuki Adachi |
| 2013 | IWCMC | Adaptive sparse channel estimation for time-variant MIMO-OFDM systems. | Guan Gui, Fumiyuki Adachi |
| 2013 | PIMRC | Least mean square/fourth algorithm for adaptive sparse channel estimation. | Guan Gui, Abolfazl Mehbodniya, Fumiyuki Adachi |
| 2013 | VTC | Adaptive Sparse Channel Estimation for Time-Variant MIMO Communication Systems. | Guan Gui, Abolfazl Mehbodniya, Fumiyuki Adachi |
| 2013 | VTC | Bayesian Sparse Channel Estimation and Data Detection for OFDM Communication Systems. | Guan Gui, Abolfazl Mehbodniya, Fumiyuki Adachi |
| 2013 | VTC | Sparse Channel Estimation for MIMO-OFDM Amplify-and-Forward Two-Way Relay Networks. | Guan Gui, Abolfazl Mehbodniya, Fumiyuki Adachi |
| 2013 | WCNC | Improved adaptive sparse channel estimation based on the least mean square algorithm. | Guan Gui, Wei Peng, Fumiyuki Adachi |
| 2012 | APCC | Improved channel estimation with partial sparse constraint for AF cooperative communication systems. | Guan Gui, Wei Peng, Fumiyuki Adachi |
| 2012 | VTC | Compressed Channel Estimation for Sparse Multipath Non-Orthogonal Amplify-and-Forward Cooperative Networks. | Guan Gui, Wei Peng, Abolfazl Mehbodniya, Fumiyuki Adachi |
| 2011 | VTC | A Novel Sparse Channel Estimation Method for Multipath MIMO-OFDM Systems. | Ni Na Wang, Guan Gui, Zhi Zhang, Tian Tang, Jun Jiang |