2025
The Frontier of Data Erasure: A Survey on Machine Unlearning for Large Language Models.
Computer, January, 2025
Privacy-Preserving Coded Schemes for Multi-Server Federated Learning With Straggling Links.
IEEE Trans. Inf. Forensics Secur., 2025
ROSIN: Robust Semantic Image Hiding Network.
Knowl. Based Syst., 2025
2024
Knowledge-Assisted Resource Allocation With Domain Adversarial Neural Networks.
IEEE Trans. Netw. Serv. Manag., December, 2024
Privacy-Preserving Deep Learning Based Record Linkage.
IEEE Trans. Knowl. Data Eng., November, 2024
Decentralized Privacy Preservation for Critical Connections in Graphs.
IEEE Trans. Knowl. Data Eng., November, 2024
Toward Efficient and Secure Object Detection With Sparse Federated Training Over Internet of Vehicles.
IEEE Trans. Intell. Transp. Syst., October, 2024
Communication-Efficient Model Aggregation With Layer Divergence Feedback in Federated Learning.
IEEE Commun. Lett., October, 2024
Analysis and Optimization of Wireless Federated Learning With Data Heterogeneity.
IEEE Trans. Wirel. Commun., July, 2024
Deep Reinforcement Learning for Online Resource Allocation in Network Slicing.
IEEE Trans. Mob. Comput., June, 2024
PPFed: A Privacy-Preserving and Personalized Federated Learning Framework.
IEEE Internet Things J., June, 2024
Federated Learning in Intelligent Transportation Systems: Recent Applications and Open Problems.
IEEE Trans. Intell. Transp. Syst., May, 2024
Reconfigurable-Intelligent-Surface-Aided Space-Shift Keying With Imperfect CSI.
IEEE Internet Things J., April, 2024
IoTFuzz: Automated Discovery of Violations in Smart Homes With Real Environment.
IEEE Internet Things J., March, 2024
Learn to Unlearn: Insights Into Machine Unlearning.
Computer, March, 2024
Design of Anti-Plagiarism Mechanisms in Decentralized Federated Learning.
IEEE Trans. Serv. Comput., 2024
FedHelo: Hierarchical Federated Learning With Loss-Based-Heterogeneity in Wireless Networks.
IEEE Trans. Netw. Sci. Eng., 2024
A Data-Driven Base Station Sleeping Strategy Based on Traffic Prediction.
IEEE Trans. Netw. Sci. Eng., 2024
Clustering-Based Contrastive Learning for Fault Diagnosis With Few Labeled Samples.
IEEE Trans. Instrum. Meas., 2024
Enhancing Resilience in Website Fingerprinting: Novel Adversary Strategies for Noisy Traffic Environments.
IEEE Trans. Inf. Forensics Secur., 2024
Covert Model Poisoning Against Federated Learning: Algorithm Design and Optimization.
IEEE Trans. Dependable Secur. Comput., 2024
Pareto-Optimal Multiagent Cooperative Caching Relying on Multipolicy Reinforcement Learning.
IEEE Internet Things J., 2024
Proactive image manipulation detection via deep semi-fragile watermark.
Neurocomputing, 2024
MeST-Former: Motion-enhanced Spatiotemporal Transformer for generalizable Deepfake detection.
Neurocomputing, 2024
Face De-identification: State-of-the-art Methods and Comparative Studies.
CoRR, 2024
From 5G to 6G: A Survey on Security, Privacy, and Standardization Pathways.
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CoRR, 2024
Unique Security and Privacy Threats of Large Language Model: A Comprehensive Survey.
CoRR, 2024
Memorization in deep learning: A survey.
CoRR, 2024
Towards Communication-efficient Federated Learning via Sparse and Aligned Adaptive Optimization.
CoRR, 2024
Trustworthy DNN Partition for Blockchain-enabled Digital Twin in Wireless IIoT Networks.
CoRR, 2024
EmInspector: Combating Backdoor Attacks in Federated Self-Supervised Learning Through Embedding Inspection.
CoRR, 2024
Industrial Metaverse: Enabling Technologies, Open Problems, and Future Trends.
CoRR, 2024
Robust Model Aggregation for Heterogeneous Federated Learning: Analysis and Optimizations.
CoRR, 2024
Privacy at a Price: Exploring its Dual Impact on AI Fairness.
CoRR, 2024
The Frontier of Data Erasure: Machine Unlearning for Large Language Models.
CoRR, 2024
Energy-Efficient Wireless Federated Learning via Doubly Adaptive Quantization.
CoRR, 2024
Privacy for Fairness: Information Obfuscation for Fair Representation Learning with Local Differential Privacy.
CoRR, 2024
Private Knowledge Sharing in Distributed Learning: A Survey.
CoRR, 2024
Gradient sparsification for efficient wireless federated learning with differential privacy.
Sci. China Inf. Sci., 2024
How Does a Deep Learning Model Architecture Impact Its Privacy? A Comprehensive Study of Privacy Attacks on CNNs and Transformers.
Proceedings of the 33rd USENIX Security Symposium, 2024
Wireless Hierarchical Federated Aggregation Weights Design with Loss-Based-Heterogeneity.
Proceedings of the IEEE INFOCOM 2024, 2024
When Fairness Meets Privacy: Exploring Privacy Threats in Fair Binary Classifiers via Membership Inference Attacks.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Towards Efficient Backdoor Attacks Against Federated Self-supervised Learning as a Service Through Intra-Union Aggregation.
Proceedings of the Service Science - CCF 17th International Conference, 2024
Data Level Privacy Preserving: A Stochastic Perturbation Approach Based on Differential Privacy (Extended abstract).
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
DBFIA: Diffusion-Based Face Image Anonymization.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2024
Outliers are Real: Detecting VLM-Generated Images via One-Class Classification.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2024
Refine, Discriminate and Align: Stealing Encoders via Sample-Wise Prototypes and Multi-relational Extraction.
Proceedings of the Computer Vision - ECCV 2024, 2024
Detection of Diffusion Model-Generated Faces by Assessing Smoothness and Noise Tolerance.
Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2024
2023
ClearSpeech: Improving Voice Quality of Earbuds Using Both In-Ear and Out-Ear Microphones.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., December, 2023
Analysis on Energy Efficiency of Large Scale Intelligent Reflecting Surface-Enabled Networks.
IEEE Commun. Lett., October, 2023
Trusted AI in Multiagent Systems: An Overview of Privacy and Security for Distributed Learning.
Proc. IEEE, September, 2023
Robust Information Bottleneck for Task-Oriented Communication With Digital Modulation.
IEEE J. Sel. Areas Commun., August, 2023
Deep Reinforcement Learning for Online Resource Allocation in IoT Networks: Technology, Development, and Future Challenges.
IEEE Commun. Mag., June, 2023
Blockchain Assisted Federated Learning Over Wireless Channels: Dynamic Resource Allocation and Client Scheduling.
IEEE Trans. Wirel. Commun., May, 2023
Cooperative Task Offloading and Block Mining in Blockchain-Based Edge Computing With Multi-Agent Deep Reinforcement Learning.
IEEE Trans. Mob. Comput., April, 2023
Data Level Privacy Preserving: A Stochastic Perturbation Approach Based on Differential Privacy.
IEEE Trans. Knowl. Data Eng., April, 2023
Low-Latency Federated Learning With DNN Partition in Distributed Industrial IoT Networks.
IEEE J. Sel. Areas Commun., March, 2023
Downlink Performance Analysis of Intelligent Reflecting Surface-Enabled Networks.
IEEE Trans. Veh. Technol., February, 2023
Face image de-identification by feature space adversarial perturbation.
Concurr. Comput. Pract. Exp., February, 2023
Decentralized Federated Reinforcement Learning for User-Centric Dynamic TFDD Control.
IEEE J. Sel. Top. Signal Process., January, 2023
Federated Meta-Learning for Few-Shot Fault Diagnosis With Representation Encoding.
IEEE Trans. Instrum. Meas., 2023
Personalized Federated Learning With Differential Privacy and Convergence Guarantee.
IEEE Trans. Inf. Forensics Secur., 2023
Amplitude-Varying Perturbation for Balancing Privacy and Utility in Federated Learning.
IEEE Trans. Inf. Forensics Secur., 2023
Label-Only Membership Inference Attacks and Defenses in Semantic Segmentation Models.
IEEE Trans. Dependable Secur. Comput., 2023
RDP-GAN: A Rényi-Differential Privacy Based Generative Adversarial Network.
IEEE Trans. Dependable Secur. Comput., 2023
Universal optimality and robust utility bounds for metric differential privacy.
J. Comput. Secur., 2023
Federated Learning for Smart Healthcare: A Survey.
ACM Comput. Surv., 2023
Refine, Discriminate and Align: Stealing Encoders via Sample-Wise Prototypes and Multi-Relational Extraction.
CoRR, 2023
FD-MIA: Efficient Attacks on Fairness-enhanced Models.
CoRR, 2023
G<sup>2</sup>uardFL: Safeguarding Federated Learning Against Backdoor Attacks through Attributed Client Graph Clustering.
CoRR, 2023
Learn to Unlearn: A Survey on Machine Unlearning.
CoRR, 2023
Gradient Sparsification for Efficient Wireless Federated Learning with Differential Privacy.
CoRR, 2023
Cyber Threat Intelligence Mining for Proactive Cybersecurity Defense: A Survey and New Perspectives.
IEEE Commun. Surv. Tutorials, 2023
Efficient and Low Overhead Website Fingerprinting Attacks and Defenses based on TCP/IP Traffic.
Proceedings of the ACM Web Conference 2023, 2023
Proactive Deepfake Defence via Identity Watermarking.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
TI<sup>2</sup>Net: Temporal Identity Inconsistency Network for Deepfake Detection.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
A Selection Model of Privacy Patterns.
Proceedings of the 20th IEEE International Conference on Software Architecture, 2023
Personalized Federated Deep Reinforcement Learning-based Trajectory Optimization for Multi-UAV Assisted Edge Computing.
Proceedings of the IEEE/CIC International Conference on Communications in China, 2023
Mobility-Aware Joint User Scheduling and Resource Allocation for Low Latency Federated Learning.
Proceedings of the IEEE/CIC International Conference on Communications in China, 2023
Sparse Federated Training of Object Detection in the Internet of Vehicles.
Proceedings of the IEEE International Conference on Communications, 2023
Multi-Server Secure Aggregation with Unreliable Communication Links.
Proceedings of the IEEE Global Communications Conference, 2023
Improving the Utility of Differentially Private SGD by Employing Wavelet Transforms.
Proceedings of the IEEE International Conference on Big Data, 2023
2022
Client Scheduling in Wireless Federated Learning Based on Channel and Learning Qualities.
IEEE Wirel. Commun. Lett., 2022
On the Theoretical Analysis of Network-Wide Massive MIMO Performance and Pilot Contamination.
IEEE Trans. Wirel. Commun., 2022
Path Planning for the Dynamic UAV-Aided Wireless Systems Using Monte Carlo Tree Search.
IEEE Trans. Veh. Technol., 2022
Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation.
IEEE Trans. Parallel Distributed Syst., 2022
User-Level Privacy-Preserving Federated Learning: Analysis and Performance Optimization.
IEEE Trans. Mob. Comput., 2022
Federated Learning Over Wireless Channels: Dynamic Resource Allocation and Task Scheduling.
IEEE Trans. Cogn. Commun. Netw., 2022
Intelligent Blockchain-Based Edge Computing via Deep Reinforcement Learning: Solutions and Challenges.
IEEE Netw., 2022
Low-Latency Federated Learning Over Wireless Channels With Differential Privacy.
IEEE J. Sel. Areas Commun., 2022
Federated Learning for COVID-19 Detection With Generative Adversarial Networks in Edge Cloud Computing.
IEEE Internet Things J., 2022
6G Internet of Things: A Comprehensive Survey.
IEEE Internet Things J., 2022
Joint Front-Edge-Cloud IoVT Analytics: Resource-Effective Design and Scheduling.
IEEE Internet Things J., 2022
IdentityDP: Differential private identification protection for face images.
Neurocomputing, 2022
When Machine Learning Meets Privacy: A Survey and Outlook.
ACM Comput. Surv., 2022
Differentially Private Vertical Federated Learning.
CoRR, 2022
How Does a Deep Learning Model Architecture Impact Its Privacy?
CoRR, 2022
5G-Enabled Pseudonymity for Cooperative Intelligent Transportation System.
CoRR, 2022
Trusted AI in Multi-agent Systems: An Overview of Privacy and Security for Distributed Learning.
CoRR, 2022
Vertical Federated Learning: Challenges, Methodologies and Experiments.
CoRR, 2022
Private-encoder: Enforcing privacy in latent space for human face images.
Concurr. Comput. Pract. Exp., 2022
When Federated Learning Meets Blockchain: A New Distributed Learning Paradigm.
IEEE Comput. Intell. Mag., 2022
A Survey on IoT Vulnerability Discovery.
Proceedings of the Network and System Security - 16th International Conference, 2022
CluFL: Cluster-driven Weighted FL Model Aggregation Strategy.
Proceedings of the 28th IEEE International Conference on Parallel and Distributed Systems, 2022
2021
Federated Learning for Industrial Internet of Things in Future Industries.
IEEE Wirel. Commun., 2021
Elevation-angle based two-ray path loss model for Air-to-Ground wireless channels.
Veh. Commun., 2021
Performance Analysis of Ambient Backscatter Systems With LDPC-Coded Source Signals.
IEEE Trans. Veh. Technol., 2021
Task Offloading for Large-Scale Asynchronous Mobile Edge Computing: An Index Policy Approach.
IEEE Trans. Signal Process., 2021
Secure Computation Offloading in Blockchain Based IoT Networks With Deep Reinforcement Learning.
IEEE Trans. Netw. Sci. Eng., 2021
Privacy Preservation in Location-Based Services: A Novel Metric and Attack Model.
IEEE Trans. Mob. Comput., 2021
Ultra-Dense Networks: A Holistic Analysis of Multi-Piece Path Loss, Antenna Heights, Finite Users and BS Idle Modes.
IEEE Trans. Mob. Comput., 2021
Privacy Preserving Location Data Publishing: A Machine Learning Approach.
IEEE Trans. Knowl. Data Eng., 2021
GAN-Based Differential Private Image Privacy Protection Framework for the Internet of Multimedia Things.
Sensors, 2021
Deep Q-Learning for Two-Hop Communications of Drone Base Stations.
Sensors, 2021
Performance optimization of UAV-based IoT communications using a novel constrained gravitational search algorithm.
Neural Comput. Appl., 2021
Negative-ResNet: noisy ambulatory electrocardiogram signal classification scheme.
Neural Comput. Appl., 2021
DroneCells: Improving spectral efficiency using drone-mounted flying base stations.
J. Netw. Comput. Appl., 2021
BEdgeHealth: A Decentralized Architecture for Edge-Based IoMT Networks Using Blockchain.
IEEE Internet Things J., 2021
Federated Learning Meets Blockchain in Edge Computing: Opportunities and Challenges.
IEEE Internet Things J., 2021
Federated Learning With Unreliable Clients: Performance Analysis and Mechanism Design.
IEEE Internet Things J., 2021
Constrained Reinforcement Learning for Resource Allocation in Network Slicing.
IEEE Commun. Lett., 2021
Performance Analysis of Reconfigurable Intelligent Surface Assisted Wireless System With Low-Density Parity-Check Code.
IEEE Commun. Lett., 2021
Federated Learning Over Wireless Channels: Dynamic Resource Allocation and Task Scheduling.
CoRR, 2021
On Dynamic Resource Allocation for Blockchain Assisted Federated Learning over Wireless Channels.
CoRR, 2021
Realistic Differentially-Private Transmission Power Flow Data Release.
CoRR, 2021
DP-Image: Differential Privacy for Image Data in Feature Space.
CoRR, 2021
Federated Learning for Internet of Things: A Comprehensive Survey.
IEEE Commun. Surv. Tutorials, 2021
Enabling AI in Future Wireless Networks: A Data Life Cycle Perspective.
IEEE Commun. Surv. Tutorials, 2021
Blockchain and AI-Based Solutions to Combat Coronavirus (COVID-19)-Like Epidemics: A Survey.
IEEE Access, 2021
Performance Analysis of Wireless Networks with Intelligent Reflecting Surfaces.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2021
A Hybrid Spatiotemporal Attack in Continuous LBS Queries.
Proceedings of the 2021 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, 2021
Mobility Prediction-Based Wireless Edge Caching Using Deep Reinforcement Learning.
Proceedings of the 10th IEEE/CIC International Conference on Communications in China, 2021
Utility Optimization for Blockchain Empowered Edge Computing with Deep Reinforcement Learning.
Proceedings of the ICC 2021, 2021
A Cooperative Architecture of Data Offloading and Sharing for Smart Healthcare with Blockchain.
Proceedings of the IEEE International Conference on Blockchain and Cryptocurrency, 2021
TAESim: A Testbed for IoT Security Analysis of Trigger-Action Environment.
Proceedings of the Computer Security. ESORICS 2021 International Workshops, 2021
Deep Reinforcement Learning for Collaborative Offloading in Heterogeneous Edge Networks.
Proceedings of the 21st IEEE/ACM International Symposium on Cluster, 2021
2020
Beam Allocation for Millimeter-Wave MIMO Tracking Systems.
IEEE Trans. Veh. Technol., 2020
Performance Analysis of Terahertz Unmanned Aerial Vehicular Networks.
IEEE Trans. Veh. Technol., 2020
Path Planning for UAV-Mounted Mobile Edge Computing With Deep Reinforcement Learning.
IEEE Trans. Veh. Technol., 2020
Analyzing the Impact of Molecular Re-Radiation on the MIMO Capacity in High-Frequency Bands.
IEEE Trans. Veh. Technol., 2020
Privacy-Preserved Task Offloading in Mobile Blockchain With Deep Reinforcement Learning.
IEEE Trans. Netw. Serv. Manag., 2020
Federated Learning With Differential Privacy: Algorithms and Performance Analysis.
IEEE Trans. Inf. Forensics Secur., 2020
Uplink NOMA for Cellular-Connected UAV: Impact of UAV Trajectories and Altitude.
IEEE Trans. Commun., 2020
On Safeguarding Privacy and Security in the Framework of Federated Learning.
IEEE Netw., 2020
Differentially Private Release of Datasets using Gaussian Copula.
J. Priv. Confidentiality, 2020
Blockchain for 5G and beyond networks: A state of the art survey.
J. Netw. Comput. Appl., 2020
Blockchain Assisted Decentralized Federated Learning (BLADE-FL) with Lazy Clients.
CoRR, 2020
On Dynamic Time Division Duplex Transmissions for Small Cell Networks.
CoRR, 2020
Wireless AI: Enabling an AI-Governed Data Life Cycle.
CoRR, 2020
Performance Analysis and Optimization in Privacy-Preserving Federated Learning.
CoRR, 2020
Blockchain as a Service for Multi-Access Edge Computing: A Deep Reinforcement Learning Approach.
CoRR, 2020
Integration of Blockchain and Cloud of Things: Architecture, Applications and Challenges.
IEEE Commun. Surv. Tutorials, 2020
Privacy-Preserved Optimal Energy Trading, Statistics, and Forecasting for a Neighborhood Area Network.
Computer, 2020
Spectrum Intelligent Radio: Technology, Development, and Future Trends.
IEEE Commun. Mag., 2020
Enhancing Cellular Communications for UAVs via Intelligent Reflective Surface.
Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020
Spatiotemporal Gaussian Process Kalman Filter for Mobile Traffic Prediction.
Proceedings of the 31st IEEE Annual International Symposium on Personal, 2020
Skin-MIMO: Vibration-based MIMO Communication over Human Skin.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020
Hiding Private Information in Images From AI.
Proceedings of the 2020 IEEE International Conference on Communications, 2020
Extended Kalman Filter Beam Tracking for Millimeter Wave Vehicular Communications.
Proceedings of the 2020 IEEE International Conference on Communications Workshops, 2020
Impact of UAV Trajectory on NOMA-Assisted Cellular-Connected UAV Networks.
Proceedings of the 2020 IEEE International Conference on Communications, 2020
Real-Time Task Offloading for Large-Scale Mobile Edge Computing.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Blockchain and Edge Computing for Decentralized EMRs Sharing in Federated Healthcare.
Proceedings of the IEEE Global Communications Conference, 2020
2019
Performance of Ultra-Dense Networks With a Generalized Multipath Fading.
IEEE Wirel. Commun. Lett., 2019
The Impact of Adverse Weather Conditions on Autonomous Vehicles: How Rain, Snow, Fog, and Hail Affect the Performance of a Self-Driving Car.
IEEE Veh. Technol. Mag., 2019
Optimal Base Station Antenna Downtilt in Downlink Cellular Networks.
IEEE Trans. Wirel. Commun., 2019
Design of an Efficient OFDMA-Based Multi-User Key Generation Protocol.
IEEE Trans. Veh. Technol., 2019
Key Generation Based on Large Scale Fading.
IEEE Trans. Veh. Technol., 2019
Probabilistic Caching for Small-Cell Networks With Terrestrial and Aerial Users.
IEEE Trans. Veh. Technol., 2019
Localized Small Cell Caching: A Machine Learning Approach Based on Rating Data.
IEEE Trans. Commun., 2019
Interference Management in In-Band D2D Underlaid Cellular Networks.
IEEE Trans. Cogn. Commun. Netw., 2019
Sensorless Node Architecture for Events detection in Self-Powered Nanosensor Networks.
Nano Commun. Networks, 2019
Optimized deployment of drone base station to improve user experience in cellular networks.
J. Netw. Comput. Appl., 2019
Dynamic Content Update for Wireless Edge Caching via Deep Reinforcement Learning.
IEEE Commun. Lett., 2019
On the Importance of Location Privacy for Users of Location Based Applications.
CoRR, 2019
Machine Learning Aided Anonymization of Spatiotemporal Trajectory Datasets.
CoRR, 2019
Differentially Private Release of High-Dimensional Datasets using the Gaussian Copula.
CoRR, 2019
Adversaries or allies? Privacy and deep learning in big data era.
Concurr. Comput. Pract. Exp., 2019
Survey on UAV Cellular Communications: Practical Aspects, Standardization Advancements, Regulation, and Security Challenges.
IEEE Commun. Surv. Tutorials, 2019
Mobile robots in wireless sensor networks: A survey on tasks.
Comput. Networks, 2019
The Essential Guide to Realizing 5G-Connected UAVs with Massive MIMO.
IEEE Commun. Mag., 2019
Analysis of Underlaid D2D-Enhanced Cellular Networks: Interference Management and Proportional Fair Scheduler.
IEEE Access, 2019
Fast Channel Estimation and Beam Tracking for Millimeter Wave Vehicular Communications.
IEEE Access, 2019
Blockchain for Secure EHRs Sharing of Mobile Cloud Based E-Health Systems.
IEEE Access, 2019
Diversity Based Coverage Improvement for Air-to-Ground Wireless Channels.
Proceedings of the 2019 IEEE International Conference on Wireless for Space and Extreme Environments, 2019
Sampling Free TDOA Localization in Millimeter Wave Networks.
Proceedings of the 2019 IEEE Wireless Communications and Networking Conference, 2019
Performance Analysis of Massive MIMO Two-Way Relay Systems with SWIPT.
Proceedings of the 89th IEEE Vehicular Technology Conference, 2019
SWIPT in MIMO AF Relay Systems with Direct Link.
Proceedings of the 89th IEEE Vehicular Technology Conference, 2019
The Effect of LoS and NLoS Transmissions on Base Station Clustering in Dense Small-Cell Networks.
Proceedings of the 90th IEEE Vehicular Technology Conference, 2019
A New Look at UAV Channel Modeling: A Long Tail of LoS Probability.
Proceedings of the 30th IEEE Annual International Symposium on Personal, 2019
Uplink Performance Analysis of UAV User Equipments in Dense Cellular Networks.
Proceedings of the 2019 IEEE International Conference on Communications, 2019
Machine Learning Based Signal Detection for Ambient Backscatter Communications.
Proceedings of the 2019 IEEE International Conference on Communications, 2019
Protecting Privacy-Sensitive Locations in Trajectories with Correlated Positions.
Proceedings of the 2019 IEEE Global Communications Conference, 2019
Joint Optimization of Access and Backhaul Links for UAVs Based on Reinforcement Learning.
Proceedings of the 2019 IEEE Globecom Workshops, Waikoloa, HI, USA, December 9-13, 2019, 2019
Protecting Multimedia Privacy from Both Humans and AI.
Proceedings of the 2019 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2019
2018
Dense Small Cell Networks: From Noise-Limited to Dense Interference-Limited.
IEEE Trans. Veh. Technol., 2018
Socially Aware Caching Strategy in Device-to-Device Communication Networks.
IEEE Trans. Veh. Technol., 2018
Performance Analysis of Dense Small Cell Networks With Dynamic TDD.
IEEE Trans. Veh. Technol., 2018
On the Energy-Efficient Deployment for Ultra-Dense Heterogeneous Networks With NLoS and LoS Transmissions.
IEEE Trans. Green Commun. Netw., 2018
Performance Analysis of the Idle Mode Capability in a Dense Heterogeneous Cellular Network.
IEEE Trans. Commun., 2018
DNA-GA: A Tractable Approach for Performance Analysis of Uplink Cellular Networks.
IEEE Trans. Commun., 2018
On the Fundamental Characteristics of Ultra-Dense Small Cell Networks.
IEEE Netw., 2018
A Brief History on the Theoretical Analysis of Dense Small Cell Wireless Networks.
CoRR, 2018
Privacy Preservation in Location-Based Services: A Novel Metric and Attack Model.
CoRR, 2018
RAF: Robust Adaptive Multi-Feedback Channel Estimation for Millimeter Wave MIMO Systems.
CoRR, 2018
Massive MIMO Unlicensed: A New Approach to Dynamic Spectrum Access.
IEEE Commun. Mag., 2018
Performance Analysis of Dense Small Cell Networks With Practical Antenna Heights Under Rician Fading.
IEEE Access, 2018
Flying Drone Base Stations for Macro Hotspots.
IEEE Access, 2018
Performance analysis of uplink massive MIMO networks with a finite user density.
Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018
RAF: Robust adaptive multi-feedback channel estimation for millimeter wave MIMO systems.
Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018
On the performance of multi-tier heterogeneous cellular networks with idle mode capability.
Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018
Promises and caveats of uplink IoT ultra-dense networks.
Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018
Outage Capacity Analysis for Ambient Backscatter Communication Systems.
Proceedings of the 28th International Telecommunication Networks and Applications Conference, 2018
A Reinforcement Learning Based User Association Algorithm for UAV Networks.
Proceedings of the 28th International Telecommunication Networks and Applications Conference, 2018
Performance Analysis of the Access Link of Drone Base Station Networks with LoS/NLoS Transmissions.
Proceedings of the Industrial Networks and Intelligent Systems, 2018
2D Versus 3D Geometric Modelling for Massive Access Networks in 5G-IoT Applications.
Proceedings of the 12th International Conference on Signal Processing and Communication Systems, 2018
A Building Height-Dependent Gaussian Mixture Model to Characterize Air-to-Ground Wireless Channels.
Proceedings of the IEEE International Conference on Communication Systems, 2018
Performance Analysis for Practical Unmanned Aerial Vehicle Networks with LoS/NLoS Transmissions.
Proceedings of the 2018 IEEE International Conference on Communications Workshops, 2018
Ultra-Dense Networks: Is There a Limit to Spatial Spectrum Reuse?
Proceedings of the 2018 IEEE International Conference on Communications, 2018
Uplink Performance Analysis of Base Station Antenna Heights in Dense Cellular Networks.
Proceedings of the IEEE Global Communications Conference, 2018
Impact of Device Population on Beam Alignment Performance of 802.11ad.
Proceedings of the IEEE Globecom Workshops, 2018
On the Downlink Performance of UAV Communications in Dense Cellular Networks.
Proceedings of the IEEE Global Communications Conference, 2018
Using Adversarial Noises to Protect Privacy in Deep Learning Era.
Proceedings of the IEEE Global Communications Conference, 2018
Interference Management in Underlay In-band D2D-Enhanced Cellular Networks : (Invited Paper).
Proceedings of the 24th Asia-Pacific Conference on Communications, 2018
MAC Layer Performance Analysis of Dense Small Cell Networks with Full Duplex.
Proceedings of the 24th Asia-Pacific Conference on Communications, 2018
2017
Dynamic Reuse of Unlicensed Spectrum: An Inter-Working of LTE and WiFi.
IEEE Wirel. Commun., 2017
Performance Impact of Base Station Antenna Heights in Dense Cellular Networks.
IEEE Trans. Wirel. Commun., 2017
Uplink Performance Analysis of Dense Cellular Networks With LoS and NLoS Transmissions.
IEEE Trans. Wirel. Commun., 2017
Sum Secrecy Rate Maximization for Relay-Aided Multiple-Source Multiple-Destination Networks.
IEEE Trans. Veh. Technol., 2017
Performance Impact of Idle Mode Capability on Dense Small Cell Networks.
IEEE Trans. Veh. Technol., 2017
Probabilistic Small-Cell Caching: Performance Analysis and Optimization.
IEEE Trans. Veh. Technol., 2017
Optimized Deployment of Autonomous Drones to Improve User Experience in Cellular Networks.
CoRR, 2017
Optimum Interference Management in Underlay Inband D2D-Enhanced Cellular Networks.
CoRR, 2017
Performance Analysis of Dense SCNs with Generalized Shadowing/Fading and NLOS/LOS Transmissions.
CoRR, 2017
Analysis of Device-to-Device Communications in Uplink Cellular Networks with Lognormal Fading.
CoRR, 2017
DroneCells: Improving 5G Spectral Efficiency using Drone-mounted Flying Base Stations.
CoRR, 2017
A New Capacity Scaling Law in Ultra-Dense Networks.
CoRR, 2017
The Major and Minor Factors in the Performance Analysis of Ultra-Dense Networks.
CoRR, 2017
A Small-Cell Caching System in Mobile Cellular Networks With LoS and NLoS Channels.
IEEE Access, 2017
Understanding autonomous drone maneuverability for Internet of Things applications.
Proceedings of the 18th IEEE International Symposium on A World of Wireless, 2017
Dynamic base station repositioning to improve spectral efficiency of drone small cells.
Proceedings of the 18th IEEE International Symposium on A World of Wireless, 2017
On the performance of practical ultra-dense networks: The major and minor factors.
Proceedings of the 15th International Symposium on Modeling and Optimization in Mobile, 2017
LWIP and Wi-Fi Boost Flow Control.
Proceedings of the 2017 IEEE Wireless Communications and Networking Conference, 2017
Performance analysis of dense small cell networks with generalized fading.
Proceedings of the IEEE International Conference on Communications, 2017
What Is the Optimal Network Deployment for a Fixed Density of Antennas?
Proceedings of the 2017 IEEE Globecom Workshops, Singapore, December 4-8, 2017, 2017
Robust Regularised Channel Inversion for Massive MIMO Unlicensed.
Proceedings of the 2017 IEEE Globecom Workshops, Singapore, December 4-8, 2017, 2017
Massive MIMO Performance Comparison of Beamforming and Multiplexing in the Terahertz Band.
Proceedings of the 2017 IEEE Globecom Workshops, Singapore, December 4-8, 2017, 2017
A New Look at MIMO Capacity in the Millimeter Wave.
Proceedings of the 2017 IEEE Global Communications Conference, 2017
Massive MIMO Unlicensed for High-Performance Indoor Networks.
Proceedings of the 2017 IEEE Globecom Workshops, Singapore, December 4-8, 2017, 2017
Service on Demand: Drone Base Stations Cruising in the Cellular Network.
Proceedings of the 2017 IEEE Globecom Workshops, Singapore, December 4-8, 2017, 2017
What Is the True Value of Dynamic TDD: A MAC Layer Perspective.
Proceedings of the 2017 IEEE Global Communications Conference, 2017
Ultra-Dense Networks: A New Look at the Proportional Fair Scheduler.
Proceedings of the 2017 IEEE Global Communications Conference, 2017
2016
Performance Impact of LoS and NLoS Transmissions in Dense Cellular Networks.
IEEE Trans. Wirel. Commun., 2016
Microscopic Analysis of the Uplink Interference in FDMA Small Cell Networks.
IEEE Trans. Wirel. Commun., 2016
On Dynamic Time-Division-Duplex Transmissions for Small-Cell Networks.
IEEE Trans. Veh. Technol., 2016
Performance Analysis of Raptor Codes Under Maximum Likelihood Decoding.
IEEE Trans. Commun., 2016
A Space-Time Analysis of LTE and Wi-Fi Inter-Working.
IEEE J. Sel. Areas Commun., 2016
LWIP and Wi-Fi Boost Link Management.
CoRR, 2016
Performance Impact of LOS and NLOS Transmissions in Dense Cellular Networks under Rician Fading.
CoRR, 2016
Dynamic TDD: the Asynchronous Case and the Synchronous Case.
CoRR, 2016
Performance Impact of Idle Mode Capability on Dense Small Cell Networks with LoS and NLoS Transmissions.
CoRR, 2016
Wireless communications, networking, and positioning with unmanned aerial vehicles [Guest Editorial].
IEEE Commun. Mag., 2016
Long Term Evolution-Wireless Local Area Network Aggregation Flow Control.
IEEE Access, 2016
Boosted WiFi through LTE small cells: The solution for an all-wireless enterprise.
Proceedings of the 27th IEEE Annual International Symposium on Personal, 2016
DNA-GA: A new approach of network performance analysis.
Proceedings of the 2016 IEEE International Conference on Communications, 2016
Uplink performance analysis of dense cellular networks with LoS and NLoS transmissions.
Proceedings of the 2016 IEEE International Conference on Communications, 2016
On the Performance of Multi-Tier Heterogeneous Networks under LoS and NLoS Transmissions.
Proceedings of the 2016 IEEE Globecom Workshops, Washington, DC, USA, December 4-8, 2016, 2016
Socially Aware Distributed Caching in Device-to-Device Communication Networks.
Proceedings of the 2016 IEEE Globecom Workshops, Washington, DC, USA, December 4-8, 2016, 2016
Dynamic Base Station Repositioning to Improve Performance of Drone Small Cells.
Proceedings of the 2016 IEEE Globecom Workshops, Washington, DC, USA, December 4-8, 2016, 2016
Study on the Idle Mode Capability with LoS and NLoS Transmissions.
Proceedings of the 2016 IEEE Global Communications Conference, 2016
Please Lower Small Cell Antenna Heights in 5G.
Proceedings of the 2016 IEEE Global Communications Conference, 2016
2015
Guest Editorial Recent Advances in Heterogeneous Cellular Networks, Part II.
IEEE J. Sel. Areas Commun., 2015
Guest Editorial: Recent Advances in Heterogeneous Cellular Networks, Part I.
IEEE J. Sel. Areas Commun., 2015
CC On/Off Scheduling Using Learning-Based Prediction for LTE in the Unlicensed Spectrum.
IEEE Commun. Lett., 2015
Performance Analysis of Raptor Codes under Maximum-Likelihood (ML) Decoding.
CoRR, 2015
Performance Impact of LoS and NLoS Transmissions in Small Cell Networks.
CoRR, 2015
Towards 1 Gbps/UE in Cellular Systems: Understanding Ultra-Dense Small Cell Deployments.
IEEE Commun. Surv. Tutorials, 2015
Study on Scheduling Techniques for Ultra Dense Small Cell Networks.
Proceedings of the IEEE 82nd Vehicular Technology Conference, 2015
Correlated shadow fading for cellular network system-level simulations with wrap-around.
Proceedings of the 2015 IEEE International Conference on Communications, 2015
Will the Area Spectral Efficiency Monotonically Grow as Small Cells Go Dense?
Proceedings of the 2015 IEEE Global Communications Conference, 2015
Approximation of Uplink Inter-Cell Interference in FDMA Small Cell Networks.
Proceedings of the 2015 IEEE Global Communications Conference, 2015
2014
Polyblock Algorithm-Based Robust Beamforming for Downlink Multi-User Systems With Per-Antenna PowerConstraints.
IEEE Trans. Wirel. Commun., 2014
Relaying Robust Beamforming for Device-to-Device Communication With Channel Uncertainty.
IEEE Commun. Lett., 2014
Dynamic Small Cell on/off Scheduling Using Stackelberg Game.
IEEE Commun. Lett., 2014
Small cell dynamic TDD transmissions in heterogeneous networks.
Proceedings of the IEEE International Conference on Communications, 2014
Dynamic TDD transmissions in homogeneous small cell networks.
Proceedings of the IEEE International Conference on Communications, 2014
Analysis on the SINR performance of dynamic TDD in homogeneous small cell networks.
Proceedings of the IEEE Global Communications Conference, 2014
2013
Leakage-Based Robust Beamforming for Multi-Antenna Broadcast System With Per-Antenna Power Constraints and Quantized CDI.
IEEE Trans. Signal Process., 2013
2012
Sequential and Incremental Precoder Design for Joint Transmission Network MIMO Systems With Imperfect Backhaul.
IEEE Trans. Veh. Technol., 2012
A Novel User Pairing Algorithm for Uplink Virtual MIMO Systems.
IEICE Trans. Commun., 2012
Efficient Antenna Selection for Amplify-and-Forward Two-Way MIMO Relay Systems.
IEICE Trans. Commun., 2012
Antenna Selection SFN Precoding Scheme for Downlink Cooperative MIMO Systems.
IEICE Trans. Commun., 2012
2011
Robust Joint Linear Precoding for AF MIMO Relay Broadcast Systems with Limited Feedback.
IEICE Trans. Commun., 2011
Efficient Limited Feedback for MIMO-Relay Systems.
IEEE Commun. Lett., 2011
Optimal Precoding for Bi-directional MIMO Transmission with Network Coding.
Proceedings of the Wireless Algorithms, Systems, and Applications, 2011
Transceiver Design for AF MIMO Two-Way Relay Systems with Imperfect Channel Estimation.
Proceedings of the Global Communications Conference, 2011
2010
MMSE Based Greedy Antenna Selection Scheme for AF MIMO Relay Systems.
IEEE Signal Process. Lett., 2010
Optimum Antenna Selection with Doubly ZF Processing for AF MIMO Relay Systems.
IEICE Trans. Commun., 2010
Antenna Selection for AF MIMO Relay Networks and the Capacity Scaling Tendency.
Proceedings of IEEE International Conference on Communications, 2010
2009
Resource Allocation in Cooperative OFDMA Systems with Fairness Constraint.
IEICE Trans. Commun., 2009
2007
Frequency Offset Estimator for OFDM Using a Special Preamble.
IEICE Trans. Commun., 2007
2006
A High Performance Frequency Offset Estimator for OFDM Systems Based on a Special Preamble.
Proceedings of the IEEE 17th International Symposium on Personal, 2006