Mingzhe Chen

IEEE Internet Things J., November, 2024

Guest Editorial Special Issue on Edge Learning in B5G IoT Systems.

[BibT_eX]

[DOI]

Petar Popovski

Anna Scaglione

IEEE Internet Things J., November, 2024

Channel Characterization and Modeling for VLC-IoE Applications in 6G: A Survey.

[BibT_eX]

[DOI]

IEEE Internet Things J., November, 2024

Digital Over-the-Air Federated Learning in Multi-Antenna Systems.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., October, 2024

Jointly Optimizing Terahertz Based Sensing and Communications in Vehicular Networks: A Dynamic Graph Neural Network Approach.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., October, 2024

CPPer-FL: Clustered Parallel Training for Efficient Personalized Federated Learning.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., October, 2024

Guest Editorial Positioning and Sensing Over Wireless Networks - Part II.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., October, 2024

Joint Vehicle Connection and Beamforming Optimiziation in Digital-Twin-Assisted Integrated Sensing and Communication Vehicular Networks.

[BibT_eX]

[DOI]

IEEE Internet Things J., October, 2024

The Interplay Between Generative AI and 5G-Advanced Toward 6G.

[BibT_eX]

[DOI]

IEEE Netw., September, 2024

Positioning Using Wireless Networks: Applications, Recent Progress, and Future Challenges.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., September, 2024

Guest Editorial Positioning and Sensing Over Wireless Networks - Part I.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., September, 2024

Visible Light Positioning With Visual Odometry: A Single Luminaire Based Positioning Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Commun., August, 2024

Multiple Access Techniques for Intelligent and Multifunctional 6G: Tutorial, Survey, and Outlook.

[BibT_eX]

[DOI]

Proc. IEEE, July, 2024

Joint User Scheduling and Computing Resource Allocation Optimization in Asynchronous Mobile Edge Computing Networks.

[BibT_eX]

[DOI]

IEEE Trans. Commun., June, 2024

A Joint Communication and Computation Design for Probabilistic Semantic Communications.

[BibT_eX]

[DOI]

Entropy, May, 2024

Beamforming Design for the Performance Optimization of Intelligent Reflecting Surface Assisted Multicast MIMO Networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., March, 2024

Performance Optimization for Variable Bitwidth Federated Learning in Wireless Networks.

[BibT_eX]

[DOI]

Sihua Wang

IEEE Trans. Wirel. Commun., March, 2024

FedVQCS: Federated Learning via Vector Quantized Compressed Sensing.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., March, 2024

Optimization of Image Transmission in Cooperative Semantic Communication Networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., February, 2024

A Joint Communication and Computation Framework for Digital Twin Over Wireless Networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., January, 2024

Communication Efficient Federated Learning for Wireless Networks

[BibT_eX]

[DOI]

Wireless Networks, Springer, ISBN: 978-3-031-51265-0, 2024

BMPCN: A Bigraph Mutual Prototype Calibration Net for few-shot classification.

[BibT_eX]

[DOI]

Pattern Recognit., 2024

Multi-modal Data based Semi-Supervised Learning for Vehicle Positioning.

[BibT_eX]

[DOI]

CoRR, 2024

Multi-modal Image and Radio Frequency Fusion for Optimizing Vehicle Positioning.

[BibT_eX]

[DOI]

Ouwen Huan

Tao Luo

CoRR, 2024

Digital Network Twins for Next-generation Wireless: Creation, Optimization, and Challenges.

[BibT_eX]

[DOI]

CoRR, 2024

Joint Vehicle Connection and Beamforming Optimization in Digital Twin Assisted Integrated Sensing and Communication Vehicular Networks.

[BibT_eX]

[DOI]

CoRR, 2024

Energy-Efficient Probabilistic Semantic Communication over Space-Air-Ground Integrated Networks.

[BibT_eX]

[DOI]

CoRR, 2024

Model-based Deep Learning for Rate Split Multiple Access in Vehicular Communications.

[BibT_eX]

[DOI]

CoRR, 2024

Complex-Valued Neural Network based Federated Learning for Multi-user Indoor Positioning Performance Optimization.

[BibT_eX]

[DOI]

Hanzhi Yu

Yuchen Liu

CoRR, 2024

Multiple Access Techniques for Intelligent and Multi-Functional 6G: Tutorial, Survey, and Outlook.

[BibT_eX]

[DOI]

CoRR, 2024

Covert and Reliable Semantic Communication Against Cross-Layer Privacy Inference over Wireless Edge Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Wireless Communications and Networking Conference, 2024

Dynamic Graph Neural Networks for Joint Terahertz based Sensing and Communication Optimization in Vehicular Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Wireless Communications and Networking Conference, 2024

Spectral Efficiency Maximization for Probabilistic Semantic Communication with Rate Splitting.

[BibT_eX]

[DOI]

Proceedings of the 99th IEEE Vehicular Technology Conference, 2024

Leveraging Neural Radiance Field and Semantic Communication for Robust 3D Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the 100th IEEE Vehicular Technology Conference, 2024

A Joint Communication and Learning Design for Secure Federated Learning with Differential Privacy.

[BibT_eX]

[DOI]

Proceedings of the 100th IEEE Vehicular Technology Conference, 2024

Mapping Wireless Networks into Digital Reality through Joint Vertical and Horizontal Learning.

[BibT_eX]

[DOI]

Proceedings of the IFIP Networking Conference, 2024

OSNeRF: On-demand Semantic Neural Radiance Fields for Fast and Robust 3D Object Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Multi-User Probabilistic Semantic Communication with Semantic Compression Ratio Optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications Workshops, 2024

Resource Allocation for Semantic Relay Aided Wireless Networks with Probability Graph.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2024

Performance Optimization of Semantic Communications for Users with Heterogeneous Knowledge.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2024

Performance Optimization for Multicast Mm Wave MIMO Networks with Mobile Users.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications Workshops, 2024

A Privacy Preserving and Byzantine Robust Collaborative Federated Learning Method Design.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2024

GemNet: Analysis and Prediction of Building Materials for Optimizing Indoor Wireless Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2024

Context-Aware Beam Management via Online Probing in Combinatorial Multi-Armed Bandits.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2024

Optimizing Vehicle Positioning via Multi-Model Image and Radio Frequency Fusion.

[BibT_eX]

[DOI]

Ouwen Huan

Tao Luo

Proceedings of the IEEE International Conference on Communications, 2024

Privacy-Aware Joint Source-Channel Coding For Image Transmission Based On Disentangled Information Bottleneck.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

Optimizing Synchronization Delay for Digital Twin over Wireless Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

Cross-Modal Feature Distribution Calibration for Few-Shot Visual Question Answering.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Graph Neural Networks for Joint Communication and Sensing Optimization in Vehicular Networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., December, 2023

Positioning Using Visible Light Communications: A Perspective Arcs Approach.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., October, 2023

GoMORE: Global Model Reuse for Resource-Constrained Wireless Federated Learning.

[BibT_eX]

[DOI]

IEEE Wirel. Commun. Lett., September, 2023

Adaptive Critical Region Extraction Net via relationship modeling for bone age assessment.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., September, 2023

Adaptive Information Bottleneck Guided Joint Source and Channel Coding for Image Transmission.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., August, 2023

Energy Efficient Semantic Communication Over Wireless Networks With Rate Splitting.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., May, 2023

Pushing AI to wireless network edge: an overview on integrated sensing, communication, and computation towards 6G.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., March, 2023

Guest Editorial Special Section on Distributed Edge Learning in Wireless Networks.

[BibT_eX]

[DOI]

IEEE Open J. Commun. Soc., 2023

A Joint Gradient and Loss Based Clustered Federated Learning Design.

[BibT_eX]

[DOI]

CoRR, 2023

Disentangled Information Bottleneck guided Privacy-Protective JSCC for Image Transmission.

[BibT_eX]

[DOI]

CoRR, 2023

Cross-Layer Federated Learning Optimization in MIMO Networks.

[BibT_eX]

[DOI]

CoRR, 2023

E-App: Adaptive mmWave Access Point Planning with Environmental Awareness in Wireless LANs.

[BibT_eX]

[DOI]

Proceedings of the 32nd International Conference on Computer Communications and Networks, 2023

Visible Light Positioning Based on a Single Luminaire: A Novel Visual Odometry Assisted Algorithm.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2023

Learning-Based Sustainable Multi-User Computation Offloading for Mobile Edge-Quantum Computing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2023

Joint Optimization of Sensing and Communications in Vehicular Networks: A Graph Neural Network-Based Approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2023

PBE-Plan: Periodic Backdoor Erasing Plan for Trustworthy Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on High Performance Computing & Communications, 2023

Trajectory Design for 3D UAV Localization in UAV Based Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2023

Complex Neural Networks for Indoor Positioning with Complex-Valued Channel State Information.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2023

MIMO Beamforming and Signal Modulation Design for Federated Learning Optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2023

Energy Efficient Collaborative Federated Learning Design: A Graph Neural Network based Approach.

[BibT_eX]

[DOI]

Nuocheng Yang

Sihua Wang

Proceedings of the IEEE Global Communications Conference, 2023

Spatial-Temporal Attention-Based mmWave Link Quality Prediction Under Dynamic Blockages.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2023

Multiuser Resource Allocation for Semantic-Relay-Aided Text Transmissions.

[BibT_eX]

[DOI]

Proceedings of the IEEE Globecom Workshops 2023, 2023

2022

Federated Learning on the Road Autonomous Controller Design for Connected and Autonomous Vehicles.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2022

Energy-Efficient Wireless Communications With Distributed Reconfigurable Intelligent Surfaces.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2022

Meta-Reinforcement Learning for Reliable Communication in THz/VLC Wireless VR Networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2022

Computer Vision-Based Localization With Visible Light Communications.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2022

Sum-Rate Maximization of Uplink Rate Splitting Multiple Access (RSMA) Communication.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2022

Joint User Grouping, Version Selection, and Bandwidth Allocation for Live Video Multicasting.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2022

Distributed Reinforcement Learning for Age of Information Minimization in Real-Time IoT Systems.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2022

Performance Optimization for Semantic Communications: An Attention-Based Reinforcement Learning Approach.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2022

Joint Content Caching, Recommendation, and Transmission Optimization for Next Generation Multiple Access Networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2022

Guest Editorial Special Issue on Distributed Learning Over Wireless Edge Networks - Part II.

[BibT_eX]

[DOI]

Aneta Vulgarakis Feljan

José Mairton B. da Silva Jr.

IEEE J. Sel. Areas Commun., 2022

Joint LED Selection and Precoding Optimization for Multiple-User Multiple-Cell VLC Systems.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2022

Federated Learning Over Energy Harvesting Wireless Networks.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2022

Wireless for Machine Learning: A Survey.

[BibT_eX]

[DOI]

Henrik Hellström

Mohammad Mohammadi Amiri

Found. Trends Signal Process., 2022

Pushing AI to Wireless Network Edge: An Overview on Integrated Sensing, Communication, and Computation towards 6G.

[BibT_eX]

[DOI]

CoRR, 2022

On Differential Privacy for Federated Learning in Wireless Systems with Multiple Base Stations.

[BibT_eX]

[DOI]

Nima Tavangaran

Jose Mairton B. da Silva Jr.

CoRR, 2022

SSAPPIDENTIFY: A robust system identifies application over Shadowsocks's traffic.

[BibT_eX]

[DOI]

Comput. Networks, 2022

Performance Optimization of Energy Efficient Semantic Communications over Wireless Networks.

[BibT_eX]

[DOI]

Proceedings of the 96th Vehicular Technology Conference, 2022

Neural Architecture Searching for Facial Attributes-based Depression Recognition.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Efficient and Stable Information Directed Exploration for Continuous Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Performance Optimization for Wireless Semantic Communications over Energy Harvesting Networks.

[BibT_eX]

[DOI]

Yining Wang

Proceedings of the IEEE International Conference on Acoustics, 2022

Optimization of Image Transmission in Semantic Communication Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2022

Performance Optimization for Intelligent Reflecting Surface Assisted Multicast MIMO Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2022

Model-Based Reinforcement Learning for Quantized Federated Learning Performance Optimization.

[BibT_eX]

[DOI]

Nuocheng Yang

Sihua Wang

Proceedings of the IEEE Global Communications Conference, 2022

Vector Quantized Compressed Sensing for Communication-Efficient Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Globecom 2022 Workshops, 2022

Convergence Time Minimization for Federated Reinforcement Learning over Wireless Networks.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Conference on Information Sciences and Systems, 2022

2021

Federated Learning for Wireless Networks

[BibT_eX]

[DOI]

Wireless Networks, Springer, ISBN: 978-981-16-4962-2, 2021

AI-Driven UAV-NOMA-MEC in Next Generation Wireless Networks.

[BibT_eX]

[DOI]

IEEE Wirel. Commun., 2021

Artificial Intelligence Aided Next-Generation Networks Relying on UAVs.

[BibT_eX]

[DOI]

IEEE Wirel. Commun., 2021

Energy Efficient Federated Learning Over Wireless Communication Networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2021

A Joint Learning and Communications Framework for Federated Learning Over Wireless Networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2021

Convergence Time Optimization for Federated Learning Over Wireless Networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2021

UVeQFed: Universal Vector Quantization for Federated Learning.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2021

Optimization of Rate Allocation and Power Control for Rate Splitting Multiple Access (RSMA).

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2021

Distributed Multi-Agent Meta Learning for Trajectory Design in Wireless Drone Networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2021

Learning to Decode Protograph LDPC Codes.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2021

Distributed Learning in Wireless Networks: Recent Progress and Future Challenges.

[BibT_eX]

[DOI]

Aneta Vulgarakis Feljan

IEEE J. Sel. Areas Commun., 2021

Guest Editorial Special Issue on Distributed Learning Over Wireless Edge Networks - Part I.

[BibT_eX]

[DOI]

Aneta Vulgarakis Feljan

IEEE J. Sel. Areas Commun., 2021

Federated Learning for Task and Resource Allocation in Wireless High-Altitude Balloon Networks.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2021

A Machine Learning Approach for Task and Resource Allocation in Mobile-Edge Computing-Based Networks.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2021

Joint Location, Bandwidth and Power Optimization for THz-Enabled UAV Communications.

[BibT_eX]

[DOI]

IEEE Commun. Lett., 2021

Wireless Network Optimization for Federated Learning with Model Compression in Hybrid VLC/RF Systems.

[BibT_eX]

[DOI]

Entropy, 2021

Fueling the Next Quantum Leap in Cellular Networks: Embracing AI in 5G Evolution towards 6G.

[BibT_eX]

[DOI]

Hazhir Shokri-Razaghi

CoRR, 2021

MBDP: A Model-based Approach to Achieve both Robustness and Sample Efficiency via Double Dropout Planning.

[BibT_eX]

[DOI]

CoRR, 2021

Reinforcement Learning for Minimizing Age of Information in Real-time Internet of Things Systems with Realistic Physical Dynamics.

[BibT_eX]

[DOI]

CoRR, 2021

A Comprehensive Survey on 6G Networks: Applications, Core Services, Enabling Technologies, and Future Challenges.

[BibT_eX]

[DOI]

CoRR, 2021

Federated Learning for 6G: Applications, Challenges, and Opportunities.

[BibT_eX]

[DOI]

CoRR, 2021

GramMatch: An automatic protocol feature extraction and identification system.

[BibT_eX]

[DOI]

Comput. Networks, 2021

Distributed and Democratized Learning: Philosophy and Research Challenges.

[BibT_eX]

[DOI]

IEEE Comput. Intell. Mag., 2021

Optimization of User Selection and Bandwidth Allocation for Federated Learning in VLC/RF Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE Wireless Communications and Networking Conference, 2021

Minimization of Age of Information for Monitoring Realistic Physical Processes in Unmanned Aerial Vehicle Networks.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2021

Influences of pitch angle for a quadruped robot in bounding gait.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2021

Meta-Reinforcement Learning for Immersive Virtual Reality over THz/VLC Wireless Networks.

[BibT_eX]

[DOI]

Proceedings of the ICC 2021, 2021

Lifelong Learning for Minimizing Age of Information in Internet of Things Networks.

[BibT_eX]

[DOI]

Proceedings of the ICC 2021, 2021

Joint Resource Management and Model Compression for Wireless Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the ICC 2021, 2021

Performance Optimization of Distributed Primal-Dual Algorithms over Wireless Networks.

[BibT_eX]

[DOI]

Proceedings of the ICC 2021, 2021

Neural Layered Min-Sum Decoding for Protograph LDPC Codes.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Energy Minimization for Federated Learning with IRS-Assisted Over-the-Air Computation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

A Joint Communication and Federated Learning Framework for Internet of Things Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2021

Physical Layer Security Optimization for MIMO Enabled Visible Light Communication Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2021

Performance Optimization for Semantic Communications: An Attention-based Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2021

User Scheduling in Federated Learning over Energy Harvesting Wireless Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2021

Federated Learning for Collaborative Controller Design of Connected and Autonomous Vehicles.

[BibT_eX]

[DOI]

Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

DeHiB: Deep Hidden Backdoor Attack on Semi-supervised Learning via Adversarial Perturbation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Deep Learning for Optimal Deployment of UAVs With Visible Light Communications.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2020

Joint Access and Backhaul Resource Management in Satellite-Drone Networks: A Competitive Market Approach.

[BibT_eX]

[DOI]

Ye Hu

IEEE Trans. Wirel. Commun., 2020

Federated Echo State Learning for Minimizing Breaks in Presence in Wireless Virtual Reality Networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2020

A Vision of 6G Wireless Systems: Applications, Trends, Technologies, and Open Research Problems.

[BibT_eX]

[DOI]

Mehdi Bennis

IEEE Netw., 2020

Optimal Resource Allocation for Multi-UAV Assisted Visible Light Communication.

[BibT_eX]

[DOI]

CoRR, 2020

Joint Location and Power Optimization for THz-enabled UAV Communications.

[BibT_eX]

[DOI]

CoRR, 2020

Delay Minimization for Federated Learning Over Wireless Communication Networks.

[BibT_eX]

[DOI]

CoRR, 2020

Wireless Communications for Collaborative Federated Learning in the Internet of Things.

[BibT_eX]

[DOI]

CoRR, 2020

6G White Paper on Machine Learning in Wireless Communication Networks.

[BibT_eX]

[DOI]

CoRR, 2020

Machine Learning for Predictive Deployment of UAVs with Multiple Access.

[BibT_eX]

[DOI]

CoRR, 2020

Wireless Communications for Collaborative Federated Learning.

[BibT_eX]

[DOI]

IEEE Commun. Mag., 2020

Trajectory Design for Energy Harvesting UAV Networks: A Foraging Approach.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020

Resource Allocation for UAV Assisted Wireless Networks with QoS Constraints.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020

Energy Efficient Full-Duplex Communication Systems with Reconfigurable Intelligent Surface.

[BibT_eX]

[DOI]

Proceedings of the 92nd IEEE Vehicular Technology Conference, 2020

Reflecting the Light: Energy Efficient Visible Light Communication with Reconfigurable Intelligent Surface.

[BibT_eX]

[DOI]

Proceedings of the 92nd IEEE Vehicular Technology Conference, 2020

Performance Optimization of Federated Learning over Mobile Wireless Networks.

[BibT_eX]

[DOI]

Proceedings of the 21st IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2020

Power Efficient Deployment of VLC-enabled UAVs.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE Annual International Symposium on Personal, 2020

Optimization of Resource Allocation in Multi-Cell OFDM Systems: A Distributed Reinforcement Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE Annual International Symposium on Personal, 2020

Federated Learning in the Sky: Joint Power Allocation and Scheduling with UAV Swarms.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Communications, 2020

Federated Learning for Energy-Efficient Task Computing in Wireless Networks.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Communications, 2020

Convergence Time Minimization of Federated Learning over Wireless Networks.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Communications, 2020

Energy Efficient Rate Splitting Multiple Access (RSMA) with Reconfigurable Intelligent Surface.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Communications Workshops, 2020

Downlink Sum-Rate Maximization for Rate Splitting Multiple Access (RSMA).

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Communications, 2020

Federated Learning with Quantization Constraints.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Reinforcement Learning for Minimizing Age of Information under Realistic Physical Dynamics.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2020

Meta-Reinforcement Learning for Trajectory Design in Wireless UAV Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2020

Resource Allocation for Wireless Communications with Distributed Reconfigurable Intelligent Surfaces.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2020

2019

Machine Learning for Wireless Connectivity and Security of Cellular-Connected UAVs.

[BibT_eX]

[DOI]

IEEE Wirel. Commun., 2019

Liquid State Machine Learning for Resource and Cache Management in LTE-U Unmanned Aerial Vehicle (UAV) Networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2019

Data Correlation-Aware Resource Management in Wireless Virtual Reality (VR): An Echo State Transfer Learning Approach.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2019

Echo-Liquid State Deep Learning for 360° Content Transmission and Caching in Wireless VR Networks With Cellular-Connected UAVs.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2019

Optimized Trajectory Design in UAV Based Cellular Networks for 3D Users: A Double Q-Learning Approach.

[BibT_eX]

[DOI]

Xuanlin Liu

J. Commun. Inf. Networks, 2019

Power Efficient Visible Light Communication With Unmanned Aerial Vehicles.

[BibT_eX]

[DOI]

IEEE Commun. Lett., 2019

Power Efficient Visible Light Communication (VLC) with Unmanned Aerial Vehicles (UAVs).

[BibT_eX]

[DOI]

CoRR, 2019

Artificial Neural Networks-Based Machine Learning for Wireless Networks: A Tutorial.

[BibT_eX]

[DOI]

IEEE Commun. Surv. Tutorials, 2019

Competitive Market for Joint Access and Backhaul Resource Allocation in Satellite-Drone Networks.

[BibT_eX]

[DOI]

Ye Hu

Proceedings of the 10th IFIP International Conference on New Technologies, 2019

Liquid State Based Transfer Learning for 360° Image Transmission in Wireless VR Networks.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Communications, 2019

Deep Learning for 360° Content Transmission in UAV-Enabled Virtual Reality.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Communications, 2019

Task and Resource Allocation in Mobile Edge Computing: An Improved Reinforcement Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Globecom Workshops, Waikoloa, HI, USA, December 9-13, 2019, 2019

Gated Recurrent Units Learning for Optimal Deployment of Visible Light Communications Enabled UAVs.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Global Communications Conference, 2019

Federated Deep Learning for Immersive Virtual Reality over Wireless Networks.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Global Communications Conference, 2019

Performance Optimization of Federated Learning over Wireless Networks.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Global Communications Conference, 2019

2018

Virtual Reality Over Wireless Networks: Quality-of-Service Model and Learning-Based Resource Management.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2018

Artificial Intelligence for Wireless Connectivity and Security of Cellular-Connected UAVs.

[BibT_eX]

[DOI]

CoRR, 2018

Distributed Resource Allocation for Mobile Users in Cache-Enabled Software Defined Cellular Networks.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Wireless Communications and Signal Processing, 2018

Analysis of Memory Capacity for Deep Echo State Networks.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

Optimized Trajectory Design in UAV Based Cellular Networks: A Double Q-Learning Approach.

[BibT_eX]

[DOI]

Xuanlin Liu

Proceedings of the IEEE International Conference on Communication Systems, 2018

Echo State Learning for Wireless Virtual Reality Resource Allocation in UAV-Enabled LTE-U Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Communications, 2018

2017

Echo State Networks for Proactive Caching in Cloud-Based Radio Access Networks With Mobile Users.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2017

Echo State Networks for Self-Organizing Resource Allocation in LTE-U With Uplink-Downlink Decoupling.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2017

Caching in the Sky: Proactive Deployment of Cache-Enabled Unmanned Aerial Vehicles for Optimized Quality-of-Experience.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2017

Machine Learning for Wireless Networks with Artificial Intelligence: A Tutorial on Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2017

Reinforcement learning based resource allocation in cache-enabled small cell networks with mobile users.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE/CIC International Conference on Communications in China, 2017

Liquid State Machine Learning for Resource Allocation in a Network of Cache-Enabled LTE-U UAVs.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Global Communications Conference, 2017

Resource Management for Wireless Virtual Reality: Machine Learning Meets Multi-Attribute Utility.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Global Communications Conference, 2017

Echo state transfer learning for data correlation aware resource allocation in wireless virtual reality.

[BibT_eX]

[DOI]

Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

2016

Tri-Sectoring and Power Allocation of Macro Base Stations in Heterogeneous Cellular Networks with Matern Hard-Core Processes.

[BibT_eX]

[DOI]

Ye Hu

Proceedings of the IEEE 83rd Vehicular Technology Conference, 2016

Optimized uplink-downlink decoupling in LTE-U networks: An echo state approach.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Communications, 2016

Echo State Networks for Proactive Caching and Content Prediction in Cloud Radio Access Networks.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Globecom Workshops, Washington, DC, USA, December 4-8, 2016, 2016

2015

Power control algorithm based on the interference statistic properties in heterogeneous networks.

[BibT_eX]

[DOI]