Howard H. Yang

Y. C. Tay

IEEE Wirel. Commun., June, 2024

Optimal Status Updates for Minimizing Age of Correlated Information in IoT Networks With Energy Harvesting Sensors.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., June, 2024

Unleashing Edgeless Federated Learning With Analog Transmissions.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2024

Robust Federated Learning Over the Air: Combating Heavy-Tailed Noise with Median Anchored Clipping.

[BibT_eX]

[DOI]

Jiaxing Li

Bikramjit Das

CoRR, 2024

Towards General Industrial Intelligence: A Survey on IIoT-Enhanced Continual Large Models.

[BibT_eX]

[DOI]

CoRR, 2024

Trustworthy Image Semantic Communication with GenAI: Explainablity, Controllability, and Efficiency.

[BibT_eX]

[DOI]

CoRR, 2024

Adaptive Federated Learning Over the Air.

[BibT_eX]

[DOI]

CoRR, 2024

Boosting Dynamic TDD in Small Cell Networks by the Multiplicative Weight Update Method.

[BibT_eX]

[DOI]

Jiaqi Zhu

Nikolaos Pappas

Proceedings of the IEEE Wireless Communications and Networking Conference, 2024

FedDS: Data Selection for Streaming Federated Learning with Limited Storage.

[BibT_eX]

[DOI]

Proceedings of the IEEE Wireless Communications and Networking Conference, 2024

Personalizing Semantic Communication: A Foundation Model Approach.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2024

Age of Information in Mobile Networks: Fundamental Limits and Tradeoffs.

[BibT_eX]

[DOI]

Proceedings of the Twenty-fifth International Symposium on Theory, 2024

Optimizing Information Freshness in Mobile Networks with Age-Threshold ALOHA.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2024

Hierarchical Federated Learning: The Interplay of User Mobility and Data Heterogeneity.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2024

Age-minimal CPU Scheduling.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2024, 2024

FedLoGe: Joint Local and Generic Federated Learning under Long-tailed Data.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

The Meta Distribution of the SIR in Joint Communication and Sensing Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications Workshops, 2024

On the Study of Success Serving Probability for Integrated Sensing and Communication (ISAC) Based on Stochastic Geometry.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2024

Version Age-Based Client Scheduling Policy for Federated Learning.

[BibT_eX]

[DOI]

Xinyi Hu

Nikolaos Pappas

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Locally Adaptive Status Updating for Optimizing Age of Information in Poisson Networks.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., December, 2023

Hybrid Learning: When Centralized Learning Meets Federated Learning in the Mobile Edge Computing Systems.

[BibT_eX]

[DOI]

IEEE Trans. Commun., December, 2023

Edge Intelligence Over the Air: Two Faces of Interference in Federated Learning.

[BibT_eX]

[DOI]

IEEE Commun. Mag., December, 2023

Hierarchical Personalized Federated Learning Over Massive Mobile Edge Computing Networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., November, 2023

Joint User-Side Recommendation and D2D-Assisted Offloading for Cache-Enabled Cellular Networks With Mobility Consideration.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., November, 2023

Analysis of Age of Information in Dual Updating Systems.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., November, 2023

A Federated Learning-Based Framework for Ride-Sourcing Traffic Demand Prediction.

[BibT_eX]

[DOI]

Panagiotis Angeloudis

Leandro Parada

Chao Wu

IEEE Trans. Veh. Technol., November, 2023

Dynamic connection pruning for densely connected convolutional neural networks.

[BibT_eX]

[DOI]

Appl. Intell., August, 2023

Packet-Level Throughput Analysis and Energy Efficiency Optimization for UAV-Assisted IAB Heterogeneous Cellular Networks.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., July, 2023

Age of Information Under Frame Slotted ALOHA-Based Status Updating Protocol.

[BibT_eX]

[DOI]

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

On the Grant-Free Random Access in Multicell Massive MIMO Systems: Spatiotemporal Modeling and Backoff Scheme Optimization.

[BibT_eX]

[DOI]

IEEE Internet Things J., July, 2023

Age of Information of a Dual Queue Status Update System: A Stochastic Hybrid Systems Method.

[BibT_eX]

[DOI]

IEEE Commun. Lett., July, 2023

Age of Information in Wireless Networks: Spatiotemporal Analysis and Locally Adaptive Power Control.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., June, 2023

Semi-Synchronous Personalized Federated Learning Over Mobile Edge Networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., April, 2023

Foundation Model Based Native AI Framework in 6G with Cloud-Edge-End Collaboration.

[BibT_eX]

[DOI]

CoRR, 2023

Age of Information in Locally Adaptive Frame Slotted ALOHA.

[BibT_eX]

[DOI]

Proceedings of the 21st International Symposium on Modeling and Optimization in Mobile, 2023

Analysis of the Age of Information in Age-Threshold Slotted ALOHA.

[BibT_eX]

[DOI]

Proceedings of the 21st International Symposium on Modeling and Optimization in Mobile, 2023

Joint Local Training and Device Scheduling for Heterogeneous Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Wireless Communications and Signal Processing, 2023

On the Information Freshness of A Two-Sensor Status Update System.

[BibT_eX]

[DOI]

Proceedings of the 98th IEEE Vehicular Technology Conference, 2023

Adaptive Gradient Methods For Over-the-Air Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2023

Federated Learning with Partial Gradients Over-the-Air.

[BibT_eX]

[DOI]

Proceedings of the 20th Annual IEEE International Conference on Sensing, 2023

Privacy-Preserving Mobility-Aware Federated Collaborative Filtering Framework for Caching Prediction in Vehicular Networks.

[BibT_eX]

[DOI]

Proceedings of the 20th Annual IEEE International Conference on Sensing, 2023

Fed-GraB: Federated Long-tailed Learning with Self-Adjusting Gradient Balancer.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Spectral Co-Distillation for Personalized Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Age of Information Under Frame Slotted ALOHA in Random Access Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2023

Personalized Federated Deep Reinforcement Learning-based Trajectory Optimization for Multi-UAV Assisted Edge Computing.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CIC International Conference on Communications in China, 2023

The Effect of Device Redundancy in Timeliness of Information.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2023

DPP-Based Client Selection for Federated Learning with NON-IID DATA.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Personalizing Federated Learning with Over-The-Air Computations.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Timely Delivery of Sensing Information in Joint Sensing and Communication Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2023

Analysis of Age of Information in Non-terrestrial Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Globecom Workshops 2023, 2023

Value of Information and Timing-aware Scheduling for Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Standards for Communications and Networking, 2023

2022

Impacts of User Association and Power Control on AoI in Multi-Tier Cellular-Based IoT Networks.

[BibT_eX]

[DOI]

IEEE Wirel. Commun. Lett., 2022

Spatiotemporal Analysis for Age of Information in Random Access Networks Under Last-Come First-Serve With Replacement Protocol.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2022

Joint Scheduling and Resource Allocation for Hierarchical Federated Edge Learning.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2022

Joint Optimization of Fractional Frequency Reuse and Cell Clustering for Dynamic TDD Small Cell Networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2022

Mobility-Aware Cluster Federated Learning in Hierarchical Wireless Networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2022

Revisiting Analog Over-the-Air Machine Learning: The Blessing and Curse of Interference.

[BibT_eX]

[DOI]

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

Dynamic Scheduling for Heterogeneous Federated Learning in Private 5G Edge Networks.

[BibT_eX]

[DOI]

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

When to Preprocess? Keeping Information Fresh for Computing-Enable Internet of Things.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2022

Optimizing Age of Information in Random-Access Poisson Networks.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2022

Reputation-Based Federated Learning for Secure Wireless Networks.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2022

Semi-Synchronous Personalized Federated Learning over Mobile Edge Networks.

[BibT_eX]

[DOI]

CoRR, 2022

Towards Federated Long-Tailed Learning.

[BibT_eX]

[DOI]

CoRR, 2022

Age of Information: A Two-Sensor Status Update System Monitoring The Same Process.

[BibT_eX]

[DOI]

CoRR, 2022

Server Free Wireless Federated Learning: Architecture, Algorithm, and Analysis.

[BibT_eX]

[DOI]

CoRR, 2022

Coverage Analysis of Cell-Edge Users in Reconfigurable Intelligent Surface-Assisted Cellular Networks.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Wireless Communications and Signal Processing, 2022

Throughput Analysis of UAV-assisted IAB Cellular Networks with Heterogeneous Traffic.

[BibT_eX]

[DOI]

Proceedings of the IEEE Wireless Communications and Networking Conference, 2022

Locally Adaptive Power Control for Optimizing Age of Information in Wireless Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Wireless Communications and Networking Conference, 2022

Pruning Analog Over-the-Air Distributed Learning Models with Accuracy Loss Guarantee.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2022

Fair Coexistence in Unlicensed Band for Next Generation Multiple Access: The Art of Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2022

Towards Fast and Energy-Efficient Hierarchical Federated Edge Learning: A Joint Design for Helper Scheduling and Resource Allocation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2022

Federated Stochastic Gradient Descent Begets Self-Induced Momentum.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Non-linear Information Freshness in Large Scale Random Access Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Globecom 2022 Workshops, 2022

Grant-Free Random Access for Multicell Massive MIMO: Spatiotemporal Modeling with Collision Area.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2022

Information Freshness in A Dual Monitoring System.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2022

2021

On the Peak Age of Information in NOMA IoT Networks With Stochastic Arrivals.

[BibT_eX]

[DOI]

IEEE Wirel. Commun. Lett., 2021

Effective Cache-Enabled Wireless Networks: An Artificial Intelligence- and Recommendation-Oriented Framework.

[BibT_eX]

[DOI]

IEEE Veh. Technol. Mag., 2021

Understanding Age of Information in Large-Scale Wireless Networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2021

Optimal Status Update for Caching Enabled IoT Networks: A Dueling Deep R-Network Approach.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2021

Towards Cost Minimization for Wireless Caching Networks With Recommendation and Uncharted Users' Feature Information.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2021

CQI-Based Interference Detection and Resource Allocation With QoS Provision in LTE-U Systems.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2021

Optimizing Information Freshness in Wireless Networks: A Stochastic Geometry Approach.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2021

An Incentive-Aware Job Offloading Control Framework for Multi-Access Edge Computing.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2021

A Unified Framework for SINR Analysis in Poisson Networks With Traffic Dynamics.

[BibT_eX]

[DOI]

H. Vincent Poor

IEEE Trans. Commun., 2021

Spatiotemporal Modeling of Massive MIMO Systems With Mixed-Type IoT Devices: Scheduling Optimization With Delay Constraints.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2021

Throughput Analysis of Small Cell Networks Under D-TDD and FFR.

[BibT_eX]

[DOI]

IEEE Commun. Lett., 2021

Optimizing the Long-Term Average Reward for Continuing MDPs: A Technical Report.

[BibT_eX]

[DOI]

CoRR, 2021

Analysis of AoI Violation Probability in Wireless Networks.

[BibT_eX]

[DOI]

Proceedings of the 17th International Symposium on Wireless Communication Systems, 2021

Computing-aided Update for Information Freshness in the Internet of Things.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE Conference on Computer Communications Workshops, 2021

Performance Maximization of Satellite SAR image Processing using Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

Federated Learning in Multi-antenna Wireless Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications Workshops, 2021

Federated Learning with User Mobility in Hierarchical Wireless Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2021

Mobility and Blockage-induced Beam Misalignment and Throughput Analysis for THz Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2021

On the Convergence Rate of Federated Learning over Unreliable Networks.

[BibT_eX]

[DOI]

Proceedings of the Computing, Communications and IoT Applications, ComComAp 2021, Shenzhen, 2021

2020

Analysis of Packet Throughput in Spatiotemporal HetNets with Scheduling and Various Traffic Loads.

[BibT_eX]

[DOI]

IEEE Wirel. Commun. Lett., 2020

Federated-Learning-Enabled Intelligent Fog Radio Access Networks: Fundamental Theory, Key Techniques, and Future Trends.

[BibT_eX]

[DOI]

IEEE Wirel. Commun., 2020

Multi-Armed Bandit-Based Client Scheduling for Federated Learning.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2020

Federated Learning With Differential Privacy: Algorithms and Performance Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2020

Scheduling Policies for Federated Learning in Wireless Networks.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2020

On Safeguarding Privacy and Security in the Framework of Federated Learning.

[BibT_eX]

[DOI]

IEEE Netw., 2020

Optimizing Information Freshness in Computing-Enabled IoT Networks.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2020

Massive MIMO Networks With Spatio-Temporal Traffic: Scheduling Mechanism Optimization.

[BibT_eX]

[DOI]

IEEE Commun. Lett., 2020

SIR Coverage Analysis in Multi-Cell Downlink Systems With Spatially Correlated Queues.

[BibT_eX]

[DOI]

IEEE Access, 2020

Scheduling Optimization for Mixed-type Devices of IoT in Massive MIMO Systems with Spatio-Temporal Traffic.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Conference on Wireless Communications and Signal Processing (WCSP), 2020

AoI and Energy Consumption Oriented Dynamic Status Updating in Caching Enabled IoT Networks.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Age-Based Scheduling Policy for Federated Learning in Mobile Edge Networks.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Age of Information in Random Access Networks: A Spatiotemporal Study.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2020

Performance Analysis for Multi-Antenna Small Cell Networks with Clustered Dynamic TDD.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2020

2019

Enhancing Downlink Transmission in MIMO HetNet With Wireless Backhaul.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2019

Learning Overlapping Community-Based Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Inf. Process. over Networks, 2019

Spatio-Temporal Analysis for SINR Coverage in Small Cell Networks.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2019

Massive Wireless Random Access With Successive Decoding: Delay Analysis and Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2019

On Peak Age of Information in Data Preprocessing enabled IoT Networks.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Wireless Communications and Networking Conference, 2019

The Meta Distribution of SINR for Small Cell Networks with Temporal Traffic.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Communications, 2019

Locally Adaptive Scheduling Policy for Optimizing Information Freshness in Wireless Networks.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Global Communications Conference, 2019

2018

Delay Analysis of Random Scheduling and Round Robin in Small Cell Networks.

[BibT_eX]

[DOI]

Ying Wang

IEEE Wirel. Commun. Lett., 2018

Analysis of Packet Throughput in Small Cell Networks Under Clustered Dynamic TDD.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2018

Capacity of Energy Harvesting Binary Symmetric Channels With a $(\sigma , \rho )$ -Power Constraint.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2018

An Incentive-Aware Job Offloading Control Framework for Mobile Edge Computing.

[BibT_eX]

[DOI]

CoRR, 2018

SIR Coverage Analysis in Cellular Networks with Temporal Traffic: A Stochastic Geometry Approach.

[BibT_eX]

[DOI]

CoRR, 2018

Traffic Matching in 5G Ultra-Dense Networks.

[BibT_eX]

[DOI]

IEEE Commun. Mag., 2018

Analysis of Throughput in Heterogeneous Dynamic TDD Networks with Backhaul.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2018

Small Cell Range Expansion with Interference Mitigation for Downlink Massive MIMO HetNets.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2018

2017

Packet Throughput Analysis of Static and Dynamic TDD in Small Cell Networks.

[BibT_eX]

[DOI]

IEEE Wirel. Commun. Lett., 2017

Heterogeneous Cellular Networks With LoS and NLoS Transmissions - The Role of Massive MIMO and Small Cells.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2017

Cell-Edge-Aware Precoding for Downlink Massive MIMO Cellular Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2017

Delay-aware massive random access: Adaptive framing and successive decoding.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Information Theory Workshop, 2017

Capacity bounds on energy harvesting binary symmetric channels with finite battery.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2017

Comparison of Massive MIMO and Small Cells in HetNet with LoS and NLoS Transmissions.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Global Communications Conference, 2017

Mean Packet Throughput Analysis of Downlink Cellular Networks with Spatio-Temporal Traffic.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Global Communications Conference, 2017

2016

Heterogeneous Cellular Network With Energy Harvesting-Based D2D Communication.

[BibT_eX]

[DOI]

Jemin Lee

IEEE Trans. Wirel. Commun., 2016

Energy-Efficient Design of MIMO Heterogeneous Networks With Wireless Backhaul.

[BibT_eX]

[DOI]

Giovanni Geraci

IEEE Trans. Wirel. Commun., 2016

MIMO HetNets with wireless backhaul: An energy-efficient design.

[BibT_eX]

[DOI]

Giovanni Geraci

Proceedings of the 2016 IEEE International Conference on Communications, 2016

Rate analysis of spatial multiplexing in MIMO heterogeneous networks with wireless backhaul.

[BibT_eX]

[DOI]

Giovanni Geraci

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Opportunistic D2D communication in energy harvesting heterogeneous cellular network.

[BibT_eX]

[DOI]

Jemin Lee

Proceedings of the 16th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2015

2014

Green device-to-device communication with harvesting energy in cellular networks.

[BibT_eX]

[DOI]

Jemin Lee