Mehdi Bennis

Orcid: 0000-0003-0261-0171

Affiliations:
  • University of Oulu, Centre for Wireless Communications (CWC), Oulu, Finland (PhD)


According to our database1, Mehdi Bennis authored at least 520 papers between 2007 and 2024.

Collaborative distances:

Awards

IEEE Fellow

IEEE Fellow 2021, "for contributions to resource optimization in heterogeneous and low-latency wireless networks".

Timeline

Legend:

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Online presence:

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Bibliography

2024
Graph Attention-Based MADRL for Access Control and Resource Allocation in Wireless Networked Control Systems.
IEEE Trans. Wirel. Commun., November, 2024

Latency-Aware Generative Semantic Communications With Pre-Trained Diffusion Models.
IEEE Wirel. Commun. Lett., October, 2024

Intelligible Protocol Learning for Resource Allocation in 6G O-RAN Slicing.
IEEE Wirel. Commun., October, 2024

Wireless Federated Learning Over Resource-Constrained Networks: Digital Versus Analog Transmissions.
IEEE Trans. Wirel. Commun., October, 2024

Computation Offloading and Quantization Schemes for Federated Satellite-Ground Graph Networks.
IEEE Trans. Wirel. Commun., October, 2024

Semantics Alignment via Split Learning for Resilient Multi-User Semantic Communication.
IEEE Trans. Veh. Technol., October, 2024

Computation and Privacy Protection for Satellite-Ground Digital Twin Networks.
IEEE Trans. Commun., September, 2024

Performance Limits of a Deep Learning-Enabled Text Semantic Communication Under Interference.
IEEE Trans. Wirel. Commun., August, 2024

URLLC-Aware Proactive UAV Placement in Internet of Vehicles.
IEEE Trans. Intell. Transp. Syst., August, 2024

RIS Phase Optimization via Generative Flow Networks.
IEEE Wirel. Commun. Lett., July, 2024

Online Optimization for Over-the-Air Federated Learning With Energy Harvesting.
IEEE Trans. Wirel. Commun., July, 2024

Cooperative Multi-Agent Learning for Navigation via Structured State Abstraction.
IEEE Trans. Commun., June, 2024

Mix2SFL: Two-Way Mixup for Scalable, Accurate, and Communication-Efficient Split Federated Learning.
IEEE Trans. Big Data, June, 2024

Reasoning Over the Air: A Reasoning- Based Implicit Semantic-Aware Communication Framework.
IEEE Trans. Wirel. Commun., April, 2024

Semantic and Logical Communication-Control Codesign for Correlated Dynamical Systems.
IEEE Internet Things J., April, 2024

Latency-Aware Radio Resource Optimization in Learning-Based Cloud-Aided Small Cell Wireless Networks.
IEEE Trans. Green Commun. Netw., March, 2024

BayGO: Decentralized Bayesian Learning and Information-Aware Graph Optimization Framework.
IEEE Trans. Signal Process., 2024

Bayesian Inverse Contextual Reasoning for Heterogeneous Semantics- Native Communication.
IEEE Trans. Commun., 2024

Toward Explainable Reasoning in 6G: A Proof of Concept Study on Radio Resource Allocation.
IEEE Open J. Commun. Soc., 2024

Guest Editorial: Special Issue on Resource-Efficient Collaborative Deep Learning Over B5G/6G Networks.
IEEE Open J. Commun. Soc., 2024

Meta Reinforcement Learning for Resource Allocation in Aerial Active-RIS-Assisted Networks With Rate-Splitting Multiple Access.
IEEE Internet Things J., 2024

Resilient-By-Design: A Resiliency Framework for Future Wireless Networks.
CoRR, 2024

MIRA: A Method of Federated MultI-Task Learning for LaRge LAnguage Models.
CoRR, 2024

Scalable and Resource-Efficient Second-Order Federated Learning via Over-the-Air Aggregation.
CoRR, 2024

Semantic Communication and Control Co-Design for Multi-Objective Correlated Dynamics.
CoRR, 2024

Learning Latent Wireless Dynamics from Channel State Information.
CoRR, 2024

Generative Semantic Communication via Textual Prompts: Latency Performance Tradeoffs.
CoRR, 2024

Five Key Enablers for Communication during and after Disasters.
CoRR, 2024

A Web-Based Solution for Federated Learning with LLM-Based Automation.
CoRR, 2024

Privacy-Preserving Split Learning with Vision Transformers using Patch-Wise Random and Noisy CutMix.
CoRR, 2024

Stacked Intelligent Metasurfaces for Task-Oriented Semantic Communications.
CoRR, 2024

Stacked Intelligent Metasurfaces for Wireless Sensing and Communication: Applications and Challenges.
CoRR, 2024

Resource Optimization for Tail-Based Control in Wireless Networked Control Systems.
CoRR, 2024

An Internal Model Principle For Robots.
CoRR, 2024

Time-Series JEPA for Predictive Remote Control under Capacity-Limited Networks.
CoRR, 2024

Intent-Aware DRL-Based Uplink Dynamic Scheduler for 5G-NR.
CoRR, 2024

GenAINet: Enabling Wireless Collective Intelligence via Knowledge Transfer and Reasoning.
CoRR, 2024

Multi-Objective Optimization in STAR-RIS-Aided SWIPT with RSMA via Meta-Learning.
CoRR, 2024

Federated Learning and Meta Learning: Approaches, Applications, and Directions.
IEEE Commun. Surv. Tutorials, 2024

A Survey on Goal-Oriented Semantic Communication: Techniques, Challenges, and Future Directions.
IEEE Access, 2024

Maze Discovery using Multiple Robots via Federated Learning.
Proceedings of the IEEE Symposium on Computers and Communications, 2024

Real-Time Remote Control via VR over Limited Wireless Connectivity.
Proceedings of the IEEE Symposium on Computers and Communications, 2024

Digital versus Analog Transmissions for Federated Learning over Wireless Networks.
Proceedings of the IEEE International Conference on Communications, 2024

On Scaling Latency-Aware MAC Communication Protocols with a Hierarchical Network Topology.
Proceedings of the IEEE International Conference on Communications, 2024

Intent Profiling and Translation Through Emergent Communication.
Proceedings of the IEEE International Conference on Communications, 2024

Knowledge Distillation from Language-Oriented to Emergent Communication for Multi-Agent Remote Control.
Proceedings of the IEEE International Conference on Communications, 2024

Fed-Sophia: A Communication-Efficient Second-Order Federated Learning Algorithm.
Proceedings of the IEEE International Conference on Communications, 2024

Deep Reinforcement Learning Algorithms for Hybrid V2X Communication: A Benchmarking Study.
Proceedings of the IEEE International Conference on Communications Workshops, 2024

Language-Oriented Communication with Semantic Coding and Knowledge Distillation for Text-to-Image Generation.
Proceedings of the IEEE International Conference on Acoustics, 2024

Decentralized RL-Based Data Transmission Scheme for Energy Efficient Harvesting.
Proceedings of the Joint European Conference on Networks and Communications & 6G Summit, 2024

2023
Communication and Energy Efficient Decentralized Learning Over D2D Networks.
IEEE Trans. Wirel. Commun., December, 2023

Bayesian Channel Estimation for Intelligent Reflecting Surface-Aided mmWave Massive MIMO Systems With Semi-Passive Elements.
IEEE Trans. Wirel. Commun., December, 2023

SlimFL: Federated Learning With Superposition Coding Over Slimmable Neural Networks.
IEEE/ACM Trans. Netw., December, 2023

Emergent Communication in Multi-Agent Reinforcement Learning for Future Wireless Networks.
IEEE Internet Things Mag., December, 2023

Cooperative Navigation via Relational Graphs and State Abstraction.
IEEE Netw. Lett., December, 2023

Wireless-Enabled Asynchronous Federated Fourier Neural Network for Turbulence Prediction in Urban Air Mobility (UAM).
IEEE Trans. Wirel. Commun., November, 2023

Green Technologies for the Sustainable Metaverse and Web 3.0.
IEEE Wirel. Commun., October, 2023

A Graph Neural Network Learning Approach to Optimize RIS-Assisted Federated Learning.
IEEE Trans. Wirel. Commun., September, 2023

Toward Semantic Communication Protocols: A Probabilistic Logic Perspective.
IEEE J. Sel. Areas Commun., August, 2023

Performance Analysis of ML-Based MTC Traffic Pattern Predictors.
IEEE Wirel. Commun. Lett., July, 2023

Intelligent Analog Beam Selection and Beamspace Channel Tracking in THz Massive MIMO With Lens Antenna Array.
IEEE Trans. Cogn. Commun. Netw., June, 2023

Semantics-Native Communication via Contextual Reasoning.
IEEE Trans. Cogn. Commun. Netw., June, 2023

Learning How to Configure LoRa Networks With No Regret: A Distributed Approach.
IEEE Trans. Ind. Informatics, April, 2023

An Online Framework for Ephemeral Edge Computing in the Internet of Things.
IEEE Trans. Wirel. Commun., March, 2023

Integrating LEO Satellites and Multi-UAV Reinforcement Learning for Hybrid FSO/RF Non-Terrestrial Networks.
IEEE Trans. Veh. Technol., March, 2023

An Energy and Carbon Footprint Analysis of Distributed and Federated Learning.
IEEE Trans. Green Commun. Netw., March, 2023

Model Compression via Pattern Shared Sparsification in Analog Federated Learning Under Communication Constraints.
IEEE Trans. Green Commun. Netw., March, 2023

Learning Emergent Random Access Protocol for LEO Satellite Networks.
IEEE Trans. Wirel. Commun., 2023

Balancing Energy Efficiency and Distributional Robustness in Over-the-Air Federated Learning.
CoRR, 2023

Towards Semantic Communication Protocols for 6G: From Protocol Learning to Language-Oriented Approaches.
CoRR, 2023

Deep Reinforcement Learning Algorithms for Hybrid V2X Communication: A Benchmarking Study.
CoRR, 2023

Tutorial-Cum-Survey on Semantic and Goal- Oriented Communication: Research Landscape, Challenges, and Future Directions.
CoRR, 2023

Wireless Multi-Agent Generative AI: From Connected Intelligence to Collective Intelligence.
CoRR, 2023

Sensor Networks, Data Processing, and Inference: The Hydrology Challenge.
IEEE Access, 2023

Making Sense of Meaning: A Survey on Metrics for Semantic and Goal-Oriented Communication.
IEEE Access, 2023

Internet of Things for Hydrology: Potential and Challenges.
Proceedings of the 18th Wireless On-Demand Network Systems and Services Conference, 2023

Communication-Efficient Second-Order Newton-Type Approach for Decentralized Learning.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2023

Semantic Communication Protocol: Demystifying Deep Neural Networks via Probabilistic Logic.
Proceedings of the 20th Annual IEEE International Conference on Sensing, 2023

Enabling the Wireless Metaverse via Semantic Multiverse Communication.
Proceedings of the 20th Annual IEEE International Conference on Sensing, 2023

Precoder and Detector Learning for Vision-based mmWave Received Power Prediction.
Proceedings of the 34th IEEE Annual International Symposium on Personal, 2023

Codesign of Edge Intelligence and Automated Guided Vehicle Control.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2023

Artifact: Codesign of Edge Intelligence and Automated Guided Vehicle Control.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2023

A Simplified Intelligent Autonomous Obstacle Bypassing Method for Mobile Robots.
Proceedings of the 29th Annual International Conference on Mobile Computing and Networking, 2023

Emergent Communication in Multi-Agent Reinforcement Learning for Flying Base Stations.
Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2023

On Learning Intrinsic Rewards for Faster Multi-Agent Reinforcement Learning based MAC Protocol Design in 6G Wireless Networks.
Proceedings of the IEEE International Conference on Communications, 2023

Adversarial Learning for Implicit Semantic-Aware Communications.
Proceedings of the IEEE International Conference on Communications, 2023

Meta Reinforcement Learning-Based Computation Offloading in RIS-Aided MEC-Enabled Cell-Free RAN.
Proceedings of the IEEE International Conference on Communications, 2023

DIN: A Decentralized Inexact Newton Algorithm for Consensus Optimization.
Proceedings of the IEEE International Conference on Communications, 2023

Joint Semantic-Native Communication and Inference via Minimal Simplicial Structures.
Proceedings of the IEEE Global Communications Conference, 2023

Semantic-Aware Remote State Estimation in Digital Twin with Minimizing Age of Incorrect Information.
Proceedings of the IEEE Global Communications Conference, 2023

Emergent Communication Protocol Learning for Task Offloading in Industrial Internet of Things.
Proceedings of the IEEE Global Communications Conference, 2023

Spatiotemporal Attention-based Semantic Compression for Real-time Video Recognition.
Proceedings of the IEEE Globecom Workshops 2023, 2023

Federated Learning Games for Reconfigurable Intelligent Surfaces via Causal Representations.
Proceedings of the IEEE Global Communications Conference, 2023

Federated Learning for Pedestrian Detection in Vehicular Networks.
Proceedings of the IEEE International Black Sea Conference on Communications and Networking, 2023

2022
Attention-Based Communication and Control for Multi-UAV Path Planning.
IEEE Wirel. Commun. Lett., 2022

Time-Triggered Federated Learning Over Wireless Networks.
IEEE Trans. Wirel. Commun., 2022

Millimeter Wave Communications With an Intelligent Reflector: Performance Optimization and Distributional Reinforcement Learning.
IEEE Trans. Wirel. Commun., 2022

Distributed Conditional Generative Adversarial Networks (GANs) for Data-Driven Millimeter Wave Communications in UAV Networks.
IEEE Trans. Wirel. Commun., 2022

Federated Learning on the Road Autonomous Controller Design for Connected and Autonomous Vehicles.
IEEE Trans. Wirel. Commun., 2022

Joint User Association and Resource Allocation for Wireless Hierarchical Federated Learning With IID and Non-IID Data.
IEEE Trans. Wirel. Commun., 2022

Joint MDS Codes and Weighted Graph-Based Coded Caching in Fog Radio Access Networks.
IEEE Trans. Wirel. Commun., 2022

Federated Learning-Based Content Popularity Prediction in Fog Radio Access Networks.
IEEE Trans. Wirel. Commun., 2022

Communication Efficient Decentralized Learning Over Bipartite Graphs.
IEEE Trans. Wirel. Commun., 2022

Cell-Free mmWave Massive MIMO Systems With Low-Capacity Fronthaul Links and Low-Resolution ADC/DACs.
IEEE Trans. Veh. Technol., 2022

DR-DSGD: A Distributionally Robust Decentralized Learning Algorithm over Graphs.
Trans. Mach. Learn. Res., 2022

Learning, Computing, and Trustworthiness in Intelligent IoT Environments: Performance-Energy Tradeoffs.
IEEE Trans. Green Commun. Netw., 2022

Communication-Efficient Federated Learning: A Second Order Newton-Type Method With Analog Over-the-Air Aggregation.
IEEE Trans. Green Commun. Netw., 2022

Optimized Data Sampling and Energy Consumption in IIoT: A Federated Learning Approach.
IEEE Trans. Commun., 2022

Vehicular Cooperative Perception Through Action Branching and Federated Reinforcement Learning.
IEEE Trans. Commun., 2022

Communication-Efficient and Federated Multi-Agent Reinforcement Learning.
IEEE Trans. Cogn. Commun. Netw., 2022

Pervasive Machine Learning for Smart Radio Environments Enabled by Reconfigurable Intelligent Surfaces.
Proc. IEEE, 2022

Fast MIMO Beamforming via Deep Reinforcement Learning for High Mobility mmWave Connectivity.
IEEE J. Sel. Areas Commun., 2022

Information Freshness-Aware Task Offloading in Air-Ground Integrated Edge Computing Systems.
IEEE J. Sel. Areas Commun., 2022

Guest Editorial Special Issue on Distributed Learning Over Wireless Edge Networks - Part II.
IEEE J. Sel. Areas Commun., 2022

Goal-Oriented Communications for the IoT and Application to Data Compression.
IEEE Internet Things Mag., 2022

Predictive Closed-Loop Remote Control Over Wireless Two-Way Split Koopman Autoencoder.
IEEE Internet Things J., 2022

Can Terahertz Provide High-Rate Reliable Low-Latency Communications for Wireless VR?
IEEE Internet Things J., 2022

Quantum Federated Learning with Entanglement Controlled Circuits and Superposition Coding.
CoRR, 2022

Differentially Private CutMix for Split Learning with Vision Transformer.
CoRR, 2022

Federated and Meta learning over Non-Wireless and Wireless Networks: A Tutorial.
CoRR, 2022

Age of Semantics in Cooperative Communications: To Expedite Simulation Towards Real via Offline Reinforcement Learning.
CoRR, 2022

Slimmable Quantum Federated Learning.
CoRR, 2022

Towards Semantic Communication Protocols: A Probabilistic Logic Perspective.
CoRR, 2022

Visual Transformer Meets CutMix for Improved Accuracy, Communication Efficiency, and Data Privacy in Split Learning.
CoRR, 2022

Autonomy and Intelligence in the Computing Continuum: Challenges, Enablers, and Future Directions for Orchestration.
CoRR, 2022

Seven Defining Features of Terahertz (THz) Wireless Systems: A Fellowship of Communication and Sensing.
IEEE Commun. Surv. Tutorials, 2022

THz-Empowered UAVs in 6G: Opportunities, Challenges, and Trade-offs.
IEEE Commun. Mag., 2022

RF-Inpainter: Multimodal Image Inpainting Based on Vision and Radio Signals.
IEEE Access, 2022

LocFedMix-SL: Localize, Federate, and Mix for Improved Scalability, Convergence, and Latency in Split Learning.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Xavier-Enabled Extreme Reservoir Machine for Millimeter-Wave Beamspace Channel Tracking.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2022

Local Stochastic ADMM for Communication-Efficient Distributed Learning.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2022

Variational Autoencoders for Reliability Optimization in Multi-Access Edge Computing Networks.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2022

Random Access Protocol Learning in LEO Satellite Networks via Reinforcement Learning.
Proceedings of the 95th IEEE Vehicular Technology Conference, 2022

On the Energy and Communication Efficiency Tradeoffs in Federated and Multi-Task Learning.
Proceedings of the 2022 IEEE 33rd Annual International Symposium on Personal, 2022

Federated Learning in Vehicular Networks.
Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2022

Online Learning for Industrial IoT: The Online Convex Optimization Perspective.
Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2022

Joint Superposition Coding and Training for Federated Learning over Multi-Width Neural Networks.
Proceedings of the IEEE INFOCOM 2022, 2022

FedNew: A Communication-Efficient and Privacy-Preserving Newton-Type Method for Federated Learning.
Proceedings of the International Conference on Machine Learning, 2022

Resource Allocation for Time-triggered Federated Learning over Wireless Networks.
Proceedings of the IEEE International Conference on Communications, 2022

Computation Offloading and Resource Allocation in F-RANs: A Federated Deep Reinforcement Learning Approach.
Proceedings of the 2022 IEEE International Conference on Communications Workshops, 2022

Content Popularity Prediction in Fog-RANs: A Clustered Federated Learning Based Approach.
Proceedings of the IEEE International Conference on Communications, 2022

MDS Codes Based Group Coded Caching in Fog Radio Access Networks.
Proceedings of the IEEE International Conference on Communications, 2022

Deep Contextual Bandits for Orchestrating Multi-User MISO Systems with Multiple RISs.
Proceedings of the IEEE International Conference on Communications, 2022

Life-long Learning for Reasoning-based Semantic Communication.
Proceedings of the 2022 IEEE International Conference on Communications Workshops, 2022

Social-aware Cooperative Caching in Fog Radio Access Networks.
Proceedings of the IEEE International Conference on Communications, 2022

Coded Caching via Federated Deep Reinforcement Learning in Fog Radio Access Networks.
Proceedings of the 2022 IEEE International Conference on Communications Workshops, 2022

Cooperative Edge Caching via Multi Agent Reinforcement Learning in Fog Radio Access Networks.
Proceedings of the IEEE International Conference on Communications, 2022

Joint Sensing and Communication for Situational Awareness in Wireless THz Systems.
Proceedings of the IEEE International Conference on Communications, 2022

Joint User Association and Resource Allocation for Wireless Hierarchical Federated Learning with Non-IID Data.
Proceedings of the IEEE International Conference on Communications, 2022

Semantic-Native Communication: A Simplicial Complex Perspective.
Proceedings of the IEEE Globecom 2022 Workshops, 2022

Learning Generalized Wireless MAC Communication Protocols via Abstraction.
Proceedings of the IEEE Global Communications Conference, 2022

Security-aware Cooperative Caching via Deep Reinforcement Learning in Fog Radio Access Networks.
Proceedings of the IEEE Globecom 2022 Workshops, 2022


2021
Predictive Deployment of UAV Base Stations in Wireless Networks: Machine Learning Meets Contract Theory.
IEEE Trans. Wirel. Commun., 2021

Adaptive Subcarrier, Parameter, and Power Allocation for Partitioned Edge Learning Over Broadband Channels.
IEEE Trans. Wirel. Commun., 2021

Intelligent Resource Slicing for eMBB and URLLC Coexistence in 5G and Beyond: A Deep Reinforcement Learning Based Approach.
IEEE Trans. Wirel. Commun., 2021

Joint Client Scheduling and Resource Allocation Under Channel Uncertainty in Federated Learning.
IEEE Trans. Commun., 2021

Ultra-Reliable Indoor Millimeter Wave Communications Using Multiple Artificial Intelligence-Powered Intelligent Surfaces.
IEEE Trans. Commun., 2021

Predictive Control and Communication Co-Design via Two-Way Gaussian Process Regression and AoI-Aware Scheduling.
IEEE Trans. Commun., 2021

Harnessing Wireless Channels for Scalable and Privacy-Preserving Federated Learning.
IEEE Trans. Commun., 2021

Q-GADMM: Quantized Group ADMM for Communication Efficient Decentralized Machine Learning.
IEEE Trans. Commun., 2021

IEEE TCCN Special Section Editorial: Convergence of Collaborative Distributed Machine Learning and Edge Computing Toward Intelligent Networking.
IEEE Trans. Cogn. Commun. Netw., 2021

Communication-Efficient and Distributed Learning Over Wireless Networks: Principles and Applications.
Proc. IEEE, 2021

UAV-Assisted Communication in Remote Disaster Areas Using Imitation Learning.
IEEE Open J. Commun. Soc., 2021

Multikernel Clustering via Non-Negative Matrix Factorization Tailored Graph Tensor Over Distributed Networks.
IEEE J. Sel. Areas Commun., 2021

Distributed Learning in Wireless Networks: Recent Progress and Future Challenges.
IEEE J. Sel. Areas Commun., 2021

Guest Editorial Special Issue on Distributed Learning Over Wireless Edge Networks - Part I.
IEEE J. Sel. Areas Commun., 2021

Communication and Consensus Co-Design for Distributed, Low-Latency, and Reliable Wireless Systems.
IEEE Internet Things J., 2021

Sum Rate and Reliability Analysis for Power-Domain Nonorthogonal Multiple Access (PD-NOMA).
IEEE Internet Things J., 2021

Predictive Ultra-Reliable Communication: A Survival Analysis Perspective.
IEEE Commun. Lett., 2021

Link Activation Using Variational Graph Autoencoders.
IEEE Commun. Lett., 2021

Advances and Open Problems in Federated Learning.
Found. Trends Mach. Learn., 2021

Hiding in the Crowd: Federated Data Augmentation for On-Device Learning.
IEEE Intell. Syst., 2021

Network slicing for vehicular communication.
Trans. Emerg. Telecommun. Technol., 2021

When Wireless Communications Meet Computer Vision in Beyond 5G.
IEEE Commun. Stand. Mag., 2021

Server-Side Local Gradient Averaging and Learning Rate Acceleration for Scalable Split Learning.
CoRR, 2021

Communication and Energy Efficient Slimmable Federated Learning via Superposition Coding and Successive Decoding.
CoRR, 2021

Semantics-Native Communication with Contextual Reasoning.
CoRR, 2021

Robust Blockchained Federated Learning with Model Validation and Proof-of-Stake Inspired Consensus.
CoRR, 2021

Mean-Field Game-Theoretic Edge Caching.
CoRR, 2021

Energy efficiency through joint routing and function placement in different modes of SDN/NFV networks.
Comput. Networks, 2021

End-to-End Intent-Based Networking.
IEEE Commun. Mag., 2021

Opportunities of Federated Learning in Connected, Cooperative, and Automated Industrial Systems.
IEEE Commun. Mag., 2021

Federated Learning with Correlated Data: Taming the Tail for Age-Optimal Industrial IoT.
Proceedings of the 19th International Symposium on Modeling and Optimization in Mobile, 2021

Communication-Efficient and Personalized Federated Lottery Ticket Learning.
Proceedings of the 22nd IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2021

Robust Reconfigurable Intelligent Surfaces via Invariant Risk and Causal Representations.
Proceedings of the 22nd IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2021

A framework for energy and carbon footprint analysis of distributed and federated edge learning.
Proceedings of the 32nd IEEE Annual International Symposium on Personal, 2021

Energy-Efficient Model Compression and Splitting for Collaborative Inference Over Time-Varying Channels.
Proceedings of the 32nd IEEE Annual International Symposium on Personal, 2021

Age-Optimal Power Allocation in Industrial IoT: A Risk-Sensitive Federated Learning Approach.
Proceedings of the 32nd IEEE Annual International Symposium on Personal, 2021

Split Learning Meets Koopman Theory for Wireless Remote Monitoring and Prediction.
Proceedings of the 32nd IEEE Annual International Symposium on Personal, 2021

Attention-based Reinforcement Learning for Real-Time UAV Semantic Communication.
Proceedings of the 17th International Symposium on Wireless Communication Systems, 2021

Cooperative Edge Caching via Federated Deep Reinforcement Learning in Fog-RANs.
Proceedings of the IEEE International Conference on Communications Workshops, 2021

BayGo: Joint Bayesian Learning and Information-Aware Graph Optimization.
Proceedings of the ICC 2021, 2021

V2V Cooperative Sensing using Reinforcement Learning with Action Branching.
Proceedings of the ICC 2021, 2021

Performance Analysis of Aircraft-to-Ground Communication Networks in Urban Air Mobility (UAM).
Proceedings of the IEEE Global Communications Conference, 2021

Content Popularity Prediction in Fog-RANs: A Bayesian Learning Approach.
Proceedings of the IEEE Global Communications Conference, 2021

Communication-Efficient Split Learning Based on Analog Communication and Over the Air Aggregation.
Proceedings of the IEEE Global Communications Conference, 2021

AirMixML: Over-the-Air Data Mixup for Inherently Privacy-Preserving Edge Machine Learning.
Proceedings of the IEEE Global Communications Conference, 2021

Federated Distributionally Robust Optimization for Phase Configuration of RISs.
Proceedings of the IEEE Global Communications Conference, 2021

Energy-Efficient and Federated Meta-Learning via Projected Stochastic Gradient Ascent.
Proceedings of the IEEE Global Communications Conference, 2021

Federated Learning for Collaborative Controller Design of Connected and Autonomous Vehicles.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

MetaBayes: A Meta-Learning Framework from a Bayesian Perspective.
Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

2020
Remote UAV Online Path Planning via Neural Network-Based Opportunistic Control.
IEEE Wirel. Commun. Lett., 2020

Intelligent Edge: Leveraging Deep Imitation Learning for Mobile Edge Computation Offloading.
IEEE Wirel. Commun., 2020

A Speculative Study on 6G.
IEEE Wirel. Commun., 2020

Joint Parameter-and-Bandwidth Allocation for Improving the Efficiency of Partitioned Edge Learning.
IEEE Trans. Wirel. Commun., 2020

A Crowdsourcing Framework for On-Device Federated Learning.
IEEE Trans. Wirel. Commun., 2020

Age of Information Aware Radio Resource Management in Vehicular Networks: A Proactive Deep Reinforcement Learning Perspective.
IEEE Trans. Wirel. Commun., 2020

Mean-Field Game Theoretic Edge Caching in Ultra-Dense Networks.
IEEE Trans. Veh. Technol., 2020

Enhancing Video Streaming in Vehicular Networks via Resource Slicing.
IEEE Trans. Veh. Technol., 2020

Decentralized Asynchronous Coded Caching Design and Performance Analysis in Fog Radio Access Networks.
IEEE Trans. Mob. Comput., 2020

Communication-Efficient Massive UAV Online Path Control: Federated Learning Meets Mean-Field Game Theory.
IEEE Trans. Commun., 2020

Distributed Federated Learning for Ultra-Reliable Low-Latency Vehicular Communications.
IEEE Trans. Commun., 2020

Taming the Latency in Multi-User VR 360°: A QoE-Aware Deep Learning-Aided Multicast Framework.
IEEE Trans. Commun., 2020

A Mean Field Game-Based Distributed Edge Caching in Fog Radio Access Networks.
IEEE Trans. Commun., 2020

Optimized Caching and Spectrum Partitioning for D2D Enabled Cellular Systems With Clustered Devices.
IEEE Trans. Commun., 2020

Optimized Age of Information Tail for Ultra-Reliable Low-Latency Communications in Vehicular Networks.
IEEE Trans. Commun., 2020

Federated Learning and Control at the Wireless Network Edge.
GetMobile Mob. Comput. Commun., 2020

A Vision of 6G Wireless Systems: Applications, Trends, Technologies, and Open Research Problems.
IEEE Netw., 2020

GADMM: Fast and Communication Efficient Framework for Distributed Machine Learning.
J. Mach. Learn. Res., 2020

Performance Analysis of Blockchain Systems With Wireless Mobile Miners.
IEEE Netw. Lett., 2020

Link-Level Throughput Maximization Using Deep Reinforcement Learning.
IEEE Netw. Lett., 2020

Mix2FLD: Downlink Federated Learning After Uplink Federated Distillation With Two-Way Mixup.
IEEE Commun. Lett., 2020

Communication-Efficient Multimodal Split Learning for mmWave Received Power Prediction.
IEEE Commun. Lett., 2020

Blockchained On-Device Federated Learning.
IEEE Commun. Lett., 2020

Risk-Sensitive Task Fetching and Offloading for Vehicular Edge Computing.
IEEE Commun. Lett., 2020

Ultra-Reliable and Low-Latency Vehicular Communication: An Active Learning Approach.
IEEE Commun. Lett., 2020

Proxy Experience Replay: Federated Distillation for Distributed Reinforcement Learning.
IEEE Intell. Syst., 2020

Cross Layer Optimization and Distributed Reinforcement Learning Approach for Tile-Based 360 Degree Wireless Video Streaming.
CoRR, 2020

Federated Knowledge Distillation.
CoRR, 2020

Communication Efficient Distributed Learning with Censored, Quantized, and Generalized Group ADMM.
CoRR, 2020

Distributed Heteromodal Split Learning for Vision Aided mmWave Received Power Prediction.
CoRR, 2020

XOR Mixup: Privacy-Preserving Data Augmentation for One-Shot Federated Learning.
CoRR, 2020

6G White Paper on Edge Intelligence.
CoRR, 2020

An Online Framework for Ephemeral Edge Computing in the Internet of Things.
CoRR, 2020

Communication-Efficient Multimodal Split Learning for mmWave Received Power Prediction.
CoRR, 2020

Extreme URLLC: Vision, Challenges, and Key Enablers.
CoRR, 2020

Cellular-Connected Wireless Virtual Reality: Requirements, Challenges, and Solutions.
IEEE Commun. Mag., 2020

Guest Editorial: Communication Technologies for Efficient Edge Learning.
IEEE Commun. Mag., 2020

Federated Learning under Channel Uncertainty: Joint Client Scheduling and Resource Allocation.
Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020

Maximum Allowable Transfer Interval Aware Scheduling for Wireless Remote Monitoring.
Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020

L-FGADMM: Layer-Wise Federated Group ADMM for Communication Efficient Decentralized Deep Learning.
Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020

Resource Awareness In Unmanned Aerial Vehicle-Assisted Mobile-Edge Computing Systems.
Proceedings of the 91st IEEE Vehicular Technology Conference, 2020

Data-Driven Predictive Scheduling in Ultra-Reliable Low-Latency Industrial IoT: A Generative Adversarial Network Approach.
Proceedings of the 21st IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2020

Predictive Control and Communication Co-Design: A Gaussian Process Regression Approach.
Proceedings of the 21st IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2020

Risk-Aware Optimization of Age of Information in the Internet of Things.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

Federated Learning in the Sky: Joint Power Allocation and Scheduling with UAV Swarms.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

Content Popularity Prediction in Fog Radio Access Networks: A Federated Learning Based Approach.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

Joint Redundant MDS Codes and Cluster Cooperation Based Coded Caching in Fog Radio Access Networks.
Proceedings of the 2020 IEEE International Conference on Communications Workshops, 2020

Deep Reinforcement Learning for Energy-Efficient Networking with Reconfigurable Intelligent Surfaces.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

Deep Learning Assisted CSI Estimation for Joint URLLC and eMBB Resource Allocation.
Proceedings of the 2020 IEEE International Conference on Communications Workshops, 2020

D2D Mobile Relaying for Efficient Throughput-Reliability Delivering in 5G.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

Risk-Based Optimization of Virtual Reality over Terahertz Reconfigurable Intelligent Surfaces.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

Q-GADMM: Quantized Group ADMM for Communication Efficient Decentralized Machine Learning.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Distributional Reinforcement Learning for mmWave Communications with Intelligent Reflectors on a UAV.
Proceedings of the IEEE Global Communications Conference, 2020

Accelerating Partitioned Edge Learning via Joint Parameter-and-Bandwidth Allocation.
Proceedings of the IEEE Global Communications Conference, 2020

Integrating LEO Satellite and UAV Relaying via Reinforcement Learning for Non-Terrestrial Networks.
Proceedings of the IEEE Global Communications Conference, 2020

Age of Information-Aware Resource Management in UAV-Assisted Mobile-Edge Computing Systems.
Proceedings of the IEEE Global Communications Conference, 2020

Phase Configuration Learning in Wireless Networks with Multiple Reconfigurable Intelligent Surfaces.
Proceedings of the IEEE Globecom Workshops, 2020

Communication Efficient Framework for Decentralized Machine Learning.
Proceedings of the 54th Annual Conference on Information Sciences and Systems, 2020

A Joint Decentralized Federated Learning and Communications Framework for Industrial Networks.
Proceedings of the 25th IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, 2020

Cooperative perception in Vehicular Networks using Multi-Agent Reinforcement Learning.
Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

1 A Deep Reinforcement Learning Framework to Combat Dynamic Blockage in mmWave V2X Networks.
Proceedings of the 2nd 6G Wireless Summit, 2020

2019
Power Control via Stackelberg Game for Small-Cell Networks.
Wirel. Commun. Mob. Comput., 2019

Integrated Millimeter Wave and Sub-6 GHz Wireless Networks: A Roadmap for Joint Mobile Broadband and Ultra-Reliable Low-Latency Communications.
IEEE Wirel. Commun., 2019

Joint Path Selection and Rate Allocation Framework for 5G Self-Backhauled mm-wave Networks.
IEEE Trans. Wirel. Commun., 2019

Optimized Deployment of Millimeter Wave Networks for In-Venue Regions With Stochastic Users' Orientation.
IEEE Trans. Wirel. Commun., 2019

Beyond 5G With UAVs: Foundations of a 3D Wireless Cellular Network.
IEEE Trans. Wirel. Commun., 2019

An Online Optimization Framework for Distributed Fog Network Formation With Minimal Latency.
IEEE Trans. Wirel. Commun., 2019

Learning to Entangle Radio Resources in Vehicular Communications: An Oblivious Game-Theoretic Perspective.
IEEE Trans. Veh. Technol., 2019

Joint Communication and Control for Wireless Autonomous Vehicular Platoon Systems.
IEEE Trans. Commun., 2019

Communications and Control for Wireless Drone-Based Antenna Array.
IEEE Trans. Commun., 2019

Dynamic Task Offloading and Resource Allocation for Ultra-Reliable Low-Latency Edge Computing.
IEEE Trans. Commun., 2019

User Preference Learning-Based Edge Caching for Fog Radio Access Network.
IEEE Trans. Commun., 2019

Reinforcement Learning-Based Vehicle-Cell Association Algorithm for Highly Mobile Millimeter Wave Communication.
IEEE Trans. Cogn. Commun. Netw., 2019

Scanning the Issue.
Proc. IEEE, 2019

Wireless Network Intelligence at the Edge.
Proc. IEEE, 2019

Wireless Edge Computing With Latency and Reliability Guarantees.
Proc. IEEE, 2019

Multi-Tenant Cross-Slice Resource Orchestration: A Deep Reinforcement Learning Approach.
IEEE J. Sel. Areas Commun., 2019

Optimized Computation Offloading Performance in Virtual Edge Computing Systems Via Deep Reinforcement Learning.
IEEE Internet Things J., 2019

Cooperative caching in fog radio access networks: a graph-based approach.
IET Commun., 2019

Taming the Tail of Maximal Information Age in Wireless Industrial Networks.
IEEE Commun. Lett., 2019

eMBB-URLLC Resource Slicing: A Risk-Sensitive Approach.
IEEE Commun. Lett., 2019

Advances and Open Problems in Federated Learning.
CoRR, 2019

Spatiotemporal Analysis on Broadcast Performance of DSRC with External Interference in 5.9 GHz Band.
CoRR, 2019

Distilling On-Device Intelligence at the Network Edge.
CoRR, 2019

Communication and Consensus Co-Design for Low-Latency and Reliable Industrial IoT Systems.
CoRR, 2019

Federated Reinforcement Distillation with Proxy Experience Memory.
CoRR, 2019

Multi-hop Federated Private Data Augmentation with Sample Compression.
CoRR, 2019

Cooperative Caching in Fog Radio Access Networks: A Graph-based Approach.
CoRR, 2019

A Tutorial on UAVs for Wireless Networks: Applications, Challenges, and Open Problems.
IEEE Commun. Surv. Tutorials, 2019

Joint Cache Allocation With Incentive and User Association in Cloud Radio Access Networks Using Hierarchical Game.
IEEE Access, 2019

Dynamic Radio Frame Configuration by Exploiting Uplink Control Channel for URLLC.
Proceedings of the 2019 IEEE Wireless Communications and Networking Conference Workshop, 2019

Distributed Edge Caching via Reinforcement Learning in Fog Radio Access Networks.
Proceedings of the 89th IEEE Vehicular Technology Conference, 2019

Resource virtualization with edge caching and latency constraint for local B5G operator.
Proceedings of the 16th International Symposium on Wireless Communication Systems, 2019

Reinforcement Learning Based Scheduling Algorithm for Optimizing Age of Information in Ultra Reliable Low Latency Networks.
Proceedings of the 2019 IEEE Symposium on Computers and Communications, 2019

Joint Communication and Control System Design for Connected and Autonomous Vehicle Navigation.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Edge Caching Resource Allocation in Fog Radio Access Networks: An Incentive Mechanism Based Approach.
Proceedings of the 17th IEEE International Conference on Communications Workshops, 2019

A Proximal Jacobian ADMM Approach for Fast Massive MIMO Signal Detection in Low-Latency Communications.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Decentralized Deep Reinforcement Learning for Delay-Power Tradeoff in Vehicular Communications.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Reflections in the Sky: Millimeter Wave Communication with UAV-Carried Intelligent Reflectors.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

Dependence Control for Reliability Optimization in Vehicular Networks.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

Cooperative Edge Caching in Fog Radio Access Networks: A Pigeon Inspired Optimization Approach.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

Ultra-Reliable Millimeter-Wave Communications Using an Artificial Intelligence-Powered Reflector.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

Massive Autonomous UAV Path Planning: A Neural Network Based Mean-Field Game Theoretic Approach.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

Incentivize to Build: A Crowdsourcing Framework for Federated Learning.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

Secrecy Preserving in Stochastic Resource Orchestration for Multi-Tenancy Network Slicing.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

One Pixel Image and RF Signal Based Split Learning for mmWave Received Power Prediction.
Proceedings of the 15th International Conference on emerging Networking EXperiments and Technologies, 2019

2018
Caching Meets Millimeter Wave Communications for Enhanced Mobility Management in 5G Networks.
IEEE Trans. Wirel. Commun., 2018

Fronthaul-Aware Software-Defined Wireless Networks: Resource Allocation and User Scheduling.
IEEE Trans. Wirel. Commun., 2018

Inter-Cluster Cooperation for Wireless D2D Caching Networks.
IEEE Trans. Wirel. Commun., 2018

HSDRAN: Hierarchical Software-Defined Radio Access Network for Distributed Optimization.
IEEE Trans. Veh. Technol., 2018

Wireless Resource Scheduling in Virtualized Radio Access Networks Using Stochastic Learning.
IEEE Trans. Mob. Comput., 2018

Scanning the Issue.
Proc. IEEE, 2018

Ultrareliable and Low-Latency Wireless Communication: Tail, Risk, and Scale.
Proc. IEEE, 2018

Toward Low-Latency and Ultra-Reliable Virtual Reality.
IEEE Netw., 2018

Ultra-Reliable Communication in 5G mmWave Networks: A Risk-Sensitive Approach.
IEEE Commun. Lett., 2018

Learning-Based Caching in Cloud-Aided Wireless Networks.
IEEE Commun. Lett., 2018

Ultra-Reliable and Low-Latency Vehicular Transmission: An Extreme Value Theory Approach.
IEEE Commun. Lett., 2018

Proactive edge computing in fog networks with latency and reliability guarantees.
EURASIP J. Wirel. Commun. Netw., 2018

Communication-Efficient On-Device Machine Learning: Federated Distillation and Augmentation under Non-IID Private Data.
CoRR, 2018

Multi-operator spectrum sharing using matching game in small cells network.
CoRR, 2018

On-Device Federated Learning via Blockchain and its Latency Analysis.
CoRR, 2018

On the Application of Network Slicing for 5G-V2X.
CoRR, 2018

Joint Path Selection and Rate Allocation Framework for 5G Self-Backhauled mmWave Networks.
CoRR, 2018

Integrated Millimeter Wave and Sub-6 GHz Wireless Networks: A Roadmap for Ultra-Reliable Low-Latency Communications.
CoRR, 2018

Towards Low-Latency and Ultra-Reliable Virtual Reality.
CoRR, 2018

User Preference Learning Based Edge Caching for Fog-RAN.
CoRR, 2018

Ultra-Reliable and Low-Latency Wireless Communication: Tail, Risk and Scale.
CoRR, 2018

Heterogeneous Ultra Dense Networks: Part 2.
IEEE Commun. Mag., 2018

Dynamic Resource Allocation for Optimized Latency and Reliability in Vehicular Networks.
IEEE Access, 2018

Path selection and rate allocation in self-backhauled mmWave networks.
Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018

Edge computing meets millimeter-wave enabled VR: Paving the way to cutting the cord.
Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018

Decentralized Asynchronous Coded Caching in Fog-RAN.
Proceedings of the 88th IEEE Vehicular Technology Conference, 2018

Distributed Edge Caching in Ultra-Dense Fog Radio Access Networks: A Mean Field Approach.
Proceedings of the 88th IEEE Vehicular Technology Conference, 2018

Performance Optimization in Mobile-Edge Computing via Deep Reinforcement Learning.
Proceedings of the 88th IEEE Vehicular Technology Conference, 2018

Massive UAV-to-Ground Communication and its Stable Movement Control: A Mean-Field Approach.
Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018

Integrated Communications and Control Co-Design for Wireless Vehicular Platoon Systems.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

Drone-Based Antenna Array for Service Time Minimization in Wireless Networks.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

Collaborative Artificial Intelligence (AI) for User-Cell Association in Ultra-Dense Cellular Systems.
Proceedings of the 2018 IEEE International Conference on Communications Workshops, 2018

Machine Learning for Predictive On-Demand Deployment of Uavs for Wireless Communications.
Proceedings of the IEEE Global Communications Conference, 2018

Federated Learning for Ultra-Reliable Low-Latency V2V Communications.
Proceedings of the IEEE Global Communications Conference, 2018

Performance Analysis and Caching Design in Fog Radio Access Networks.
Proceedings of the IEEE Globecom Workshops, 2018

URLLC-eMBB Slicing to Support VR Multimodal Perceptions over Wireless Cellular Systems.
Proceedings of the IEEE Global Communications Conference, 2018

3D Cellular Network Architecture with Drones for beyond 5G.
Proceedings of the IEEE Global Communications Conference, 2018

Online Optimization for UAV-Assisted Distributed Fog Computing in Smart Factories of Industry 4.0.
Proceedings of the IEEE Global Communications Conference, 2018

Green Fog Offloading Strategy for Heterogeneous Wireless Edge Networks.
Proceedings of the IEEE Globecom Workshops, 2018

A Quitting Game Framework for Self-Organized D2D Mobile Relaying in 5G.
Proceedings of the IEEE Global Communications Conference, 2018

On Minimizing Energy Consumption for D2D Clustered Caching Networks.
Proceedings of the IEEE Global Communications Conference, 2018

Ultra-Reliable Low-Latency Vehicular Networks: Taming the Age of Information Tail.
Proceedings of the IEEE Global Communications Conference, 2018

Consensus-Before-Talk: Distributed Dynamic Spectrum Access via Distributed Spectrum Ledger Technology.
Proceedings of the 2018 IEEE International Symposium on Dynamic Spectrum Access Networks, 2018

Wireless Communications and Control for Swarms of Cellular-Connected UAVs.
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017
Learning-Based Small Cell Traffic Balancing Over Licensed and Unlicensed Bands.
IEEE Wirel. Commun. Lett., 2017

Joint Load Balancing and Interference Mitigation in 5G Heterogeneous Networks.
IEEE Trans. Wirel. Commun., 2017

Inter-Operator Resource Management for Millimeter Wave Multi-Hop Backhaul Networks.
IEEE Trans. Wirel. Commun., 2017

Joint Millimeter Wave and Microwave Resources Allocation in Cellular Networks With Dual-Mode Base Stations.
IEEE Trans. Wirel. Commun., 2017

Multi-Operator Spectrum Sharing for Small Cell Networks: A Matching Game Perspective.
IEEE Trans. Wirel. Commun., 2017

Wireless Communication Using Unmanned Aerial Vehicles (UAVs): Optimal Transport Theory for Hover Time Optimization.
IEEE Trans. Wirel. Commun., 2017

Mobile Unmanned Aerial Vehicles (UAVs) for Energy-Efficient Internet of Things Communications.
IEEE Trans. Wirel. Commun., 2017

Online Ski Rental for ON/OFF Scheduling of Energy Harvesting Base Stations.
IEEE Trans. Wirel. Commun., 2017

Sum Secrecy Rate Maximization for Relay-Aided Multiple-Source Multiple-Destination Networks.
IEEE Trans. Veh. Technol., 2017

Energy-Efficient Noncooperative Power Control in Small-Cell Networks.
IEEE Trans. Veh. Technol., 2017

Dynamic Clustering and User Association in Wireless Small-Cell Networks With Social Considerations.
IEEE Trans. Veh. Technol., 2017

Enhanced Co-Primary Spectrum Sharing Method for Multi-Operator Networks.
IEEE Trans. Mob. Comput., 2017

Guest Editorial Game Theory for Networks, Part II.
IEEE J. Sel. Areas Commun., 2017

Guest Editorial Game Theory for Networks, Part I.
IEEE J. Sel. Areas Commun., 2017

Millimeter-Wave V2V Communications: Distributed Association and Beam Alignment.
IEEE J. Sel. Areas Commun., 2017

Resource Optimization and Power Allocation in In-Band Full Duplex-Enabled Non-Orthogonal Multiple Access Networks.
IEEE J. Sel. Areas Commun., 2017

Ultra-Reliable and Low Latency Communication in mmWave-Enabled Massive MIMO Networks.
IEEE Commun. Lett., 2017

Optimal Transport Theory for Cell Association in UAV-Enabled Cellular Networks.
IEEE Commun. Lett., 2017

Caching Meets Millimeter Wave Communications for Enhanced Mobility Management in 5G Networks.
CoRR, 2017

Energy Efficient Non-Cooperative Power Control in Small Cell Networks.
CoRR, 2017

Resource Optimization and Power Allocation in In-band Full Duplex (IBFD)-Enabled Non-Orthogonal Multiple Access Networks.
CoRR, 2017

Heterogeneous Ultra-Dense Networks: Part 1.
IEEE Commun. Mag., 2017

Toward Interconnected Virtual Reality: Opportunities, Challenges, and Enablers.
IEEE Commun. Mag., 2017

Adapting Downlink Power in Fronthaul-Constrained Hierarchical Software-Defined RANs.
Proceedings of the 2017 IEEE Wireless Communications and Networking Conference, 2017

Delay-sensitive resource allocation for relay-aided M2M communication over LTE-advanced networks.
Proceedings of the 2017 IEEE Symposium on Computers and Communications, 2017

On the interplay between scheduling interval and beamwidth selection for low-latency and reliable V2V mmWave communications.
Proceedings of the 20th Conference on Innovations in Clouds, Internet and Networks, 2017

An online secretary framework for fog network formation with minimal latency.
Proceedings of the IEEE International Conference on Communications, 2017

Ultra-dense edge caching under spatio-temporal demand and network dynamics.
Proceedings of the IEEE International Conference on Communications, 2017

Network Formation Game for Multi-Hop Wearable Communications over Millimeter Wave Frequencies.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

Mobility Management for Heterogeneous Networks: Leveraging Millimeter Wave for Seamless Handover.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

Performance Analysis of Integrated Sub-6 GHz-Millimeter Wave Wireless Local Area Networks.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

Performance Optimization for UAV-Enabled Wireless Communications under Flight Time Constraints.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

Latency and Reliability-Aware Task Offloading and Resource Allocation for Mobile Edge Computing.
Proceedings of the 2017 IEEE Globecom Workshops, Singapore, December 4-8, 2017, 2017

Contract-Based Cache Partitioning and Pricing Mechanism in Wireless Network Slicing.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

A Novel Caching Policy with Content Popularity Prediction and User Preference Learning in Fog-RAN.
Proceedings of the 2017 IEEE Globecom Workshops, Singapore, December 4-8, 2017, 2017

An Oblivious Game-Theoretic Approach for Wireless Scheduling in V2V Communications.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

Delay Analysis for Wireless D2D Caching with Inter-Cluster Cooperation.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

Online optimization for low-latency computational caching in Fog networks.
Proceedings of the IEEE Fog World Congress, 2017

Beyond WYSIWYG: Sharing contextual sensing data through mmWave V2V communications.
Proceedings of the 2017 European Conference on Networks and Communications, 2017

Performance evaluation of adaptive beamforming in 5G-V2X networks.
Proceedings of the 2017 European Conference on Networks and Communications, 2017

System level analysis of multi-operator small cell network at 10 GHz.
Proceedings of the 2017 European Conference on Networks and Communications, 2017

Vehicle clustering for improving enhanced LTE-V2X network performance.
Proceedings of the 2017 European Conference on Networks and Communications, 2017

Proactive edge computing in latency-constrained fog networks.
Proceedings of the 2017 European Conference on Networks and Communications, 2017

Towards low-latency and ultra-reliable vehicle-to-vehicle communication.
Proceedings of the 2017 European Conference on Networks and Communications, 2017

2016
Energy-Efficient Power Allocation in OFDMA D2D Communication by Multiobjective Optimization.
IEEE Wirel. Commun. Lett., 2016

Dynamic Clustering and on/off Strategies for Wireless Small Cell Networks.
IEEE Trans. Wirel. Commun., 2016

Unmanned Aerial Vehicle With Underlaid Device-to-Device Communications: Performance and Tradeoffs.
IEEE Trans. Wirel. Commun., 2016

CBRS Spectrum Sharing between LTE-U and WiFi: A Multiarmed Bandit Approach.
Mob. Inf. Syst., 2016

Ultra Dense Small Cell Networks: Turning Density Into Energy Efficiency.
IEEE J. Sel. Areas Commun., 2016

Caching in Wireless Small Cell Networks: A Storage-Bandwidth Tradeoff.
IEEE Commun. Lett., 2016

UAV-Assisted Heterogeneous Networks for Capacity Enhancement.
IEEE Commun. Lett., 2016

Efficient Deployment of Multiple Unmanned Aerial Vehicles for Optimal Wireless Coverage.
IEEE Commun. Lett., 2016

Joint Optimization for Optimal Power Allocation in OFDMA Femtocell Networks.
IEEE Commun. Lett., 2016

Joint In-Band Backhauling and Interference Mitigation in 5G Heterogeneous Networks.
CoRR, 2016

Enabling Relaying Over Heterogeneous Backhauls in the Uplink of Wireless Femtocell Networks.
CoRR, 2016

Beamwidth Optimization in Millimeter Wave Small Cell Networks with Relay Nodes: A Swarm Intelligence Approach.
CoRR, 2016

System Level Performance Evaluation of LTE-V2X Network.
CoRR, 2016

Online Ski Rental for ON/OFF Scheduling of Energy Harvesting, Millimeter Wave Base Stations.
CoRR, 2016

Towards Interconnected Virtual Reality: Opportunities, Challenges and Enablers.
CoRR, 2016

Big data caching for networking: moving from cloud to edge.
IEEE Commun. Mag., 2016

Wireless communications, networking, and positioning with unmanned aerial vehicles [Guest Editorial].
IEEE Commun. Mag., 2016

Multi-armed bandit for LTE-U and WiFi coexistence in unlicensed bands.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2016

On the delay of geographical caching methods in two-tiered heterogeneous networks.
Proceedings of the 17th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2016

Edge caching for coverage and capacity-aided heterogeneous networks.
Proceedings of the IEEE International Symposium on Information Theory, 2016

Enhancing software-defined RAN with collaborative caching and scalable video coding.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

Context-aware scheduling of joint millimeter wave and microwave resources for dual-mode base stations.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

Multi-operator spectrum sharing using matching game in small cells network.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

Joint admission control and content caching policy for energy harvesting access points.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

Optimal transport theory for power-efficient deployment of unmanned aerial vehicles.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

Online ski rental for scheduling self-powered, energy harvesting small base stations.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

Quantum Game Theory for Beam Alignment in Millimeter Wave Device-to-Device Communications.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

Downlink Cell Association and Load Balancing for Joint Millimeter Wave-Microwave Cellular Networks.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

Spatio-Temporal Network Dynamics Framework for Energy-Efficient Ultra-Dense Cellular Networks.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

User-Centric Mobility Management in Ultra-Dense Cellular Networks under Spatio-Temporal Dynamics.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

Mobile Internet of Things: Can UAVs Provide an Energy-Efficient Mobile Architecture?
Proceedings of the 2016 IEEE Global Communications Conference, 2016

Fronthaul-Aware Software-Defined Joint Resource Allocation and User Scheduling for 5G Networks.
Proceedings of the 2016 IEEE Globecom Workshops, Washington, DC, USA, December 4-8, 2016, 2016

Online Channel Allocation for Full-Duplex Device-to-Device Communications.
Proceedings of the 2016 IEEE Globecom Workshops, Washington, DC, USA, December 4-8, 2016, 2016

Regret Based Learning for UAV Assisted LTE-U/WiFi Public Safety Networks.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

Dynamic Proximity-Aware Resource Allocation in Vehicle-to-Vehicle (V2V) Communications.
Proceedings of the 2016 IEEE Globecom Workshops, Washington, DC, USA, December 4-8, 2016, 2016

2015
Context-Aware Small Cell Networks: How Social Metrics Improve Wireless Resource Allocation.
IEEE Trans. Wirel. Commun., 2015

Co-Primary Multi-Operator Resource Sharing for Small Cell Networks.
IEEE Trans. Wirel. Commun., 2015

Learning Based Frequency- and Time-Domain Inter-Cell Interference Coordination in HetNets.
IEEE Trans. Veh. Technol., 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

Special issue on big data networking-challenges and applications.
J. Commun. Networks, 2015

Big data meets telcos: A proactive caching perspective.
J. Commun. Networks, 2015

Mobility management in HetNets: a learning-based perspective.
EURASIP J. Wirel. Commun. Netw., 2015

Adaptive CSI and feedback estimation in LTE and beyond: a Gaussian process regression approach.
EURASIP J. Wirel. Commun. Netw., 2015

Cache-enabled small cell networks: modeling and tradeoffs.
EURASIP J. Wirel. Commun. Netw., 2015

Full duplex communications [Guest Editorial].
IEEE Commun. Mag., 2015

Matching theory for future wireless networks: fundamentals and applications.
IEEE Commun. Mag., 2015

A transfer learning approach for cache-enabled wireless networks.
Proceedings of the 13th International Symposium on Modeling and Optimization in Mobile, 2015

Context-aware mobility management in HetNets: A reinforcement learning approach.
Proceedings of the 2015 IEEE Wireless Communications and Networking Conference, 2015

A distributed ADMM approach for mobile data offloading in software defined network.
Proceedings of the 2015 IEEE Wireless Communications and Networking Conference, 2015

Modeling and analysis of content caching in wireless small cell networks.
Proceedings of the 2015 International Symposium on Wireless Communication Systems (ISWCS), 2015

UL/DL decoupled user association in dynamic TDD small cell networks.
Proceedings of the 2015 International Symposium on Wireless Communication Systems (ISWCS), 2015

5G Green Communications: C-RAN Provisioning of CoMP and Femtocells for Power Management.
Proceedings of the IEEE International Conference on Ubiquitous Wireless Broadband, 2015

Matching theory for backhaul management in small cell networks with mmWave capabilities.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

Match to cache: Joint user association and backhaul allocation in cache-aware small cell networks.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

Gibbs Sampling based Spectrum Sharing for Multi-Operator Small Cell Networks.
Proceedings of the IEEE International Conference on Communication, 2015

Gaussian Process Regression for CSI and feedback estimation in LTE.
Proceedings of the IEEE International Conference on Communication, 2015

Energy-Efficient Resource Management in Ultra Dense Small Cell Networks: A Mean-Field Approach.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

Drone Small Cells in the Clouds: Design, Deployment and Performance Analysis.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

Leveraging Big Data Analytics for Cache-Enabled Wireless Networks.
Proceedings of the 2015 IEEE Globecom Workshops, San Diego, CA, USA, December 6-10, 2015, 2015

Power Consumption Modeling for CoMP Overlaid Neighborhood Femtocell Networks.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

Foresighted resource scheduling in software-defined radio access networks.
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

Time- and frequency-domain e-ICIC with single- and multi-flow carrier aggregation in HetNets.
Proceedings of the Design and Deployment of Small Cell Networks, 2015

2014
Improving Macrocell-Small Cell Coexistence Through Adaptive Interference Draining.
IEEE Trans. Wirel. Commun., 2014

Living on the edge: The role of proactive caching in 5G wireless networks.
IEEE Commun. Mag., 2014

Cache-aware user association in backhaul-constrained small cell networks.
Proceedings of the 12th International Symposium on Modeling and Optimization in Mobile, 2014

Exploring social networks for optimized user association in wireless small cell networks with device-to-device communications.
Proceedings of the 2014 IEEE Wireless Communications and Networking Conference Workshops, 2014

Dynamic clustering and sleep mode strategies for small cell networks.
Proceedings of the 11th International Symposium on Wireless Communications Systems, 2014

Content-aware user clustering and caching in wireless small cell networks.
Proceedings of the 11th International Symposium on Wireless Communications Systems, 2014

Dynamic uplink-downlink optimization in TDD-based small cell networks.
Proceedings of the 11th International Symposium on Wireless Communications Systems, 2014

Cache-enabled small cell networks: Modeling and tradeoffs.
Proceedings of the 11th International Symposium on Wireless Communications Systems, 2014

Modeling and analysis of handover failure probability in small cell networks.
Proceedings of the 2014 Proceedings IEEE INFOCOM Workshops, Toronto, ON, Canada, April 27, 2014

Opportunistic sleep mode strategies in wireless small cell networks.
Proceedings of the IEEE International Conference on Communications, 2014

Social and spatial proactive caching for mobile data offloading.
Proceedings of the IEEE International Conference on Communications, 2014

Matching theory for priority-based cell association in the downlink of wireless small cell networks.
Proceedings of the IEEE International Conference on Acoustics, 2014

Multi-leader multi-follower stackelberg game among Wi-Fi, small cell and macrocell networks.
Proceedings of the IEEE Global Communications Conference, 2014

In-Network Caching and Content Placement in Cooperative Small Cell Networks.
Proceedings of the 1st International Conference on 5G for Ubiquitous Connectivity, 2014

2013
Backhaul-Aware Interference Management in the Uplink of Wireless Small Cell Networks.
IEEE Trans. Wirel. Commun., 2013

Dynamic Coalition Formation for Network MIMO in Small Cell Networks.
IEEE Trans. Wirel. Commun., 2013

Self-Organization in Small Cell Networks: A Reinforcement Learning Approach.
IEEE Trans. Wirel. Commun., 2013

Statistical Analysis of Self-Organizing Networks With Biased Cell Association and Interference Avoidance.
IEEE Trans. Veh. Technol., 2013

Interference Alignment for Cooperative Femtocell Networks: A Game-Theoretic Approach.
IEEE Trans. Mob. Comput., 2013

Coordinated TDD-Underlay for Self-organizing Femtocells in Two-Tier Coexistence Scenarios.
EURASIP J. Wirel. Commun. Netw., 2013

Matching with Externalities for Context-Aware User-Cell Association in Small Cell Networks.
CoRR, 2013

When cellular meets WiFi in wireless small cell networks.
IEEE Commun. Mag., 2013

Outage Probability and Capacity for Two-Tier Femtocell Networks by Approximating Ratio of Rayleigh and Log Normal Random Variables.
Proceedings of the 77th IEEE Vehicular Technology Conference, 2013

Rethinking offload: How to intelligently combine WiFi and small cells?
Proceedings of IEEE International Conference on Communications, 2013

Backhaul-aware self-organizing operator-shared small cell networks.
Proceedings of IEEE International Conference on Communications, 2013

Enhanced intercell interference coordination in HetNets: Single vs. multiflow approach.
Proceedings of the Workshops Proceedings of the Global Communications Conference, 2013

Proactive user association in wireless small cell networks via collaborative filtering.
Proceedings of the 2013 Asilomar Conference on Signals, 2013

2012
Coordination Mechanisms for Self-Organizing Femtocells in Two-Tier Coexistence Scenarios.
IEEE Trans. Wirel. Commun., 2012

Performance of Transmit Antenna Selection Physical Layer Security Schemes.
IEEE Signal Process. Lett., 2012

Spectrum Leasing as an Incentive Towards Uplink Macrocell and Femtocell Cooperation.
IEEE J. Sel. Areas Commun., 2012

Enhanced performance of heterogeneous networks through full-duplex relaying.
EURASIP J. Wirel. Commun. Netw., 2012

Enabling relaying over heterogeneous backhauls in the uplink of femtocell networks.
Proceedings of the 10th International Symposium on Modeling and Optimization in Mobile, 2012

Enabling macrocell-femtocell coexistence through interference draining.
Proceedings of the 2012 IEEE Wireless Communications and Networking Conference Workshops, 2012

Use of learning, game theory and optimization as biomimetic approaches for Self-Organization in macro-femtocell coexistence.
Proceedings of the 2012 IEEE Wireless Communications and Networking Conference Workshops, 2012

Performance analysis of full duplex and selective and incremental half duplex relaying schemes.
Proceedings of the 2012 IEEE Wireless Communications and Networking Conference, 2012

On the fly self-organized base station placement.
Proceedings of the 2012 International Symposium on Wireless Communication Systems (ISWCS), 2012

On Interference Management Techniques in LTE Heterogeneous Networks.
Proceedings of the 21st International Conference on Computer Communications and Networks, 2012

On the impact of heterogeneous backhauls on coordinated multipoint transmission in femtocell networks.
Proceedings of IEEE International Conference on Communications, 2012

Learning coarse correlated equilibria in two-tier wireless networks.
Proceedings of IEEE International Conference on Communications, 2012

Dynamic Inter-Cell Interference Coordination in HetNets: A reinforcement learning approach.
Proceedings of the 2012 IEEE Global Communications Conference, 2012

Coordinated beam selection in LTE-Advanced HetNets: A reinforcement learning approach.
Proceedings of the Workshops Proceedings of the Global Communications Conference, 2012

On the dynamic formation of cooperative multipoint transmissions in small cell networks.
Proceedings of the Workshops Proceedings of the Global Communications Conference, 2012

2011
Coalition formation games for femtocell interference management: A recursive core approach.
Proceedings of the 2011 IEEE Wireless Communications and Networking Conference, 2011

Interference Management in Femtocell Networks Using Distributed Opportunistic Cooperation.
Proceedings of the 73rd IEEE Vehicular Technology Conference, 2011

Decentralized Cross-Tier Interference Mitigation in Cognitive Femtocell Networks.
Proceedings of IEEE International Conference on Communications, 2011

Cooperative Interference Alignment in Femtocell Networks.
Proceedings of the Global Communications Conference, 2011

Coordination Mechanisms for Stand-Alone Femtocells in Self-Organizing Deployments.
Proceedings of the Global Communications Conference, 2011

Distributed Learning Strategies for Interference Mitigation in Femtocell Networks.
Proceedings of the Global Communications Conference, 2011

Securing the backhaul for mobile and multi-homed femtocells.
Proceedings of the 2011 Future Network & Mobile Summit, Warsaw, Poland, June 15-17, 2011, 2011

2009
Advanced Spectrum Functionalities for Future Radio Networks.
Wirel. Pers. Commun., 2009

Performance evaluation of advanced spectrum functionalities for future radio networks.
Wirel. Commun. Mob. Comput., 2009

Inter-Operator Spectrum Sharing from a Game Theoretical Perspective.
EURASIP J. Adv. Signal Process., 2009

WINNER Spectrum Sharing with Fixed Satellite Services.
Proceedings of the 69th IEEE Vehicular Technology Conference, 2009

A Hierarchical Game Approach to Inter-Operator Spectrum Sharing.
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

Spectrum sharing games on the interference channel.
Proceedings of the 1st International Conference on Game Theory for Networks, 2009

2008
Efficient Resource Allocation and Paving the Way Towards Highly Efficient IMT-Advanced Systems.
Wirel. Pers. Commun., 2008

Non-cooperative operators in a game-theoretic framework.
Proceedings of the IEEE 19th International Symposium on Personal, 2008

Opportunistic power allocation for point-to-point communication in self-organized networks.
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008

2007
Inter Base Station Resource Sharing and Improving the Overall Efficiency of B3G Systems.
Proceedings of the 66th IEEE Vehicular Technology Conference, 2007

Performance of MIMO Schemes with Channel Estimation Errors.
Proceedings of the IEEE 18th International Symposium on Personal, 2007

Inter-Network Resource Sharing and Improving the Efficiency of Beyond 3G Systems.
Proceedings of the 41st Annual Conference on Information Sciences and Systems, 2007


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