Howard H. Yang

Orcid: 0000-0002-0256-2416

According to our database1, Howard H. Yang authored at least 126 papers between 2003 and 2024.

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Bibliography

2024
Unleashing Edgeless Federated Learning With Analog Transmissions.
IEEE Trans. Signal Process., 2024

Adaptive Federated Learning Over the Air.
CoRR, 2024

Boosting Dynamic TDD in Small Cell Networks by the Multiplicative Weight Update Method.
CoRR, 2024

Version age-based client scheduling policy for federated learning.
CoRR, 2024

FedLoGe: Joint Local and Generic Federated Learning under Long-tailed Data.
CoRR, 2024

2023
Locally Adaptive Status Updating for Optimizing Age of Information in Poisson Networks.
IEEE Trans. Mob. Comput., December, 2023

Hybrid Learning: When Centralized Learning Meets Federated Learning in the Mobile Edge Computing Systems.
IEEE Trans. Commun., December, 2023

Edge Intelligence Over the Air: Two Faces of Interference in Federated Learning.
IEEE Commun. Mag., December, 2023

Hierarchical Personalized Federated Learning Over Massive Mobile Edge Computing Networks.
IEEE Trans. Wirel. Commun., November, 2023

Joint User-Side Recommendation and D2D-Assisted Offloading for Cache-Enabled Cellular Networks With Mobility Consideration.
IEEE Trans. Wirel. Commun., November, 2023

Analysis of Age of Information in Dual Updating Systems.
IEEE Trans. Wirel. Commun., November, 2023

A Federated Learning-Based Framework for Ride-Sourcing Traffic Demand Prediction.
IEEE Trans. Veh. Technol., November, 2023

Dynamic connection pruning for densely connected convolutional neural networks.
Appl. Intell., August, 2023

Packet-Level Throughput Analysis and Energy Efficiency Optimization for UAV-Assisted IAB Heterogeneous Cellular Networks.
IEEE Trans. Veh. Technol., July, 2023

Age of Information Under Frame Slotted ALOHA-Based Status Updating Protocol.
IEEE J. Sel. Areas Commun., July, 2023

On the Grant-Free Random Access in Multicell Massive MIMO Systems: Spatiotemporal Modeling and Backoff Scheme Optimization.
IEEE Internet Things J., July, 2023

Age of Information of a Dual Queue Status Update System: A Stochastic Hybrid Systems Method.
IEEE Commun. Lett., July, 2023

Age of Information in Wireless Networks: Spatiotemporal Analysis and Locally Adaptive Power Control.
IEEE Trans. Mob. Comput., June, 2023

Semi-Synchronous Personalized Federated Learning Over Mobile Edge Networks.
IEEE Trans. Wirel. Commun., April, 2023

Age-Threshold Slotted ALOHA for Optimizing Information Freshness in Mobile Networks.
CoRR, 2023

Optimal Status Updates for Minimizing Age of Correlated Information in IoT Networks with Energy Harvesting Sensors.
CoRR, 2023

Foundation Model Based Native AI Framework in 6G with Cloud-Edge-End Collaboration.
CoRR, 2023

The Role of Federated Learning in a Wireless World with Foundation Models.
CoRR, 2023

Age of Information in Locally Adaptive Frame Slotted ALOHA.
Proceedings of the 21st International Symposium on Modeling and Optimization in Mobile, 2023

Analysis of the Age of Information in Age-Threshold Slotted ALOHA.
Proceedings of the 21st International Symposium on Modeling and Optimization in Mobile, 2023

Joint Local Training and Device Scheduling for Heterogeneous Federated Learning.
Proceedings of the International Conference on Wireless Communications and Signal Processing, 2023

On the Information Freshness of A Two-Sensor Status Update System.
Proceedings of the 98th IEEE Vehicular Technology Conference, 2023

Adaptive Gradient Methods For Over-the-Air Federated Learning.
Proceedings of the 24th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2023

Federated Learning with Partial Gradients Over-the-Air.
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.
Proceedings of the 20th Annual IEEE International Conference on Sensing, 2023

Fed-GraB: Federated Long-tailed Learning with Self-Adjusting Gradient Balancer.
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.
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.
Proceedings of the IEEE International Symposium on Information Theory, 2023

Personalized Federated Deep Reinforcement Learning-based Trajectory Optimization for Multi-UAV Assisted Edge Computing.
Proceedings of the IEEE/CIC International Conference on Communications in China, 2023

The Effect of Device Redundancy in Timeliness of Information.
Proceedings of the IEEE International Conference on Communications, 2023

DPP-Based Client Selection for Federated Learning with NON-IID DATA.
Proceedings of the IEEE International Conference on Acoustics, 2023

Personalizing Federated Learning with Over-The-Air Computations.
Proceedings of the IEEE International Conference on Acoustics, 2023

Timely Delivery of Sensing Information in Joint Sensing and Communication Systems.
Proceedings of the IEEE Global Communications Conference, 2023

Analysis of Age of Information in Non-terrestrial Networks.
Proceedings of the IEEE Globecom Workshops 2023, 2023

Value of Information and Timing-aware Scheduling for Federated Learning.
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.
IEEE Wirel. Commun. Lett., 2022

Spatiotemporal Analysis for Age of Information in Random Access Networks Under Last-Come First-Serve With Replacement Protocol.
IEEE Trans. Wirel. Commun., 2022

Joint Scheduling and Resource Allocation for Hierarchical Federated Edge Learning.
IEEE Trans. Wirel. Commun., 2022

Joint Optimization of Fractional Frequency Reuse and Cell Clustering for Dynamic TDD Small Cell Networks.
IEEE Trans. Wirel. Commun., 2022

Mobility-Aware Cluster Federated Learning in Hierarchical Wireless Networks.
IEEE Trans. Wirel. Commun., 2022

Revisiting Analog Over-the-Air Machine Learning: The Blessing and Curse of Interference.
IEEE J. Sel. Top. Signal Process., 2022

Dynamic Scheduling for Heterogeneous Federated Learning in Private 5G Edge Networks.
IEEE J. Sel. Top. Signal Process., 2022

When to Preprocess? Keeping Information Fresh for Computing-Enable Internet of Things.
IEEE Internet Things J., 2022

Optimizing Age of Information in Random-Access Poisson Networks.
IEEE Internet Things J., 2022

Reputation-Based Federated Learning for Secure Wireless Networks.
IEEE Internet Things J., 2022

Semi-Synchronous Personalized Federated Learning over Mobile Edge Networks.
CoRR, 2022

Towards Federated Long-Tailed Learning.
CoRR, 2022

Age of Information: A Two-Sensor Status Update System Monitoring The Same Process.
CoRR, 2022

Server Free Wireless Federated Learning: Architecture, Algorithm, and Analysis.
CoRR, 2022

Coverage Analysis of Cell-Edge Users in Reconfigurable Intelligent Surface-Assisted Cellular Networks.
Proceedings of the 14th International Conference on Wireless Communications and Signal Processing, 2022

Throughput Analysis of UAV-assisted IAB Cellular Networks with Heterogeneous Traffic.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2022

Locally Adaptive Power Control for Optimizing Age of Information in Wireless Networks.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2022

Pruning Analog Over-the-Air Distributed Learning Models with Accuracy Loss Guarantee.
Proceedings of the IEEE International Conference on Communications, 2022

Fair Coexistence in Unlicensed Band for Next Generation Multiple Access: The Art of Learning.
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.
Proceedings of the IEEE International Conference on Communications, 2022

Federated Stochastic Gradient Descent Begets Self-Induced Momentum.
Proceedings of the IEEE International Conference on Acoustics, 2022

Non-linear Information Freshness in Large Scale Random Access Networks.
Proceedings of the IEEE Globecom 2022 Workshops, 2022

Grant-Free Random Access for Multicell Massive MIMO: Spatiotemporal Modeling with Collision Area.
Proceedings of the IEEE Global Communications Conference, 2022

Information Freshness in A Dual Monitoring System.
Proceedings of the IEEE Global Communications Conference, 2022

2021
On the Peak Age of Information in NOMA IoT Networks With Stochastic Arrivals.
IEEE Wirel. Commun. Lett., 2021

Effective Cache-Enabled Wireless Networks: An Artificial Intelligence- and Recommendation-Oriented Framework.
IEEE Veh. Technol. Mag., 2021

Understanding Age of Information in Large-Scale Wireless Networks.
IEEE Trans. Wirel. Commun., 2021

Optimal Status Update for Caching Enabled IoT Networks: A Dueling Deep R-Network Approach.
IEEE Trans. Wirel. Commun., 2021

Towards Cost Minimization for Wireless Caching Networks With Recommendation and Uncharted Users' Feature Information.
IEEE Trans. Wirel. Commun., 2021

CQI-Based Interference Detection and Resource Allocation With QoS Provision in LTE-U Systems.
IEEE Trans. Veh. Technol., 2021

Optimizing Information Freshness in Wireless Networks: A Stochastic Geometry Approach.
IEEE Trans. Mob. Comput., 2021

An Incentive-Aware Job Offloading Control Framework for Multi-Access Edge Computing.
IEEE Trans. Mob. Comput., 2021

A Unified Framework for SINR Analysis in Poisson Networks With Traffic Dynamics.
IEEE Trans. Commun., 2021

Spatiotemporal Modeling of Massive MIMO Systems With Mixed-Type IoT Devices: Scheduling Optimization With Delay Constraints.
IEEE Internet Things J., 2021

Throughput Analysis of Small Cell Networks Under D-TDD and FFR.
IEEE Commun. Lett., 2021

Optimizing the Long-Term Average Reward for Continuing MDPs: A Technical Report.
CoRR, 2021

Analysis of AoI Violation Probability in Wireless Networks.
Proceedings of the 17th International Symposium on Wireless Communication Systems, 2021

Computing-aided Update for Information Freshness in the Internet of Things.
Proceedings of the 2021 IEEE Conference on Computer Communications Workshops, 2021

Performance Maximization of Satellite SAR image Processing using Reinforcement Learning.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

Federated Learning in Multi-antenna Wireless Networks.
Proceedings of the IEEE International Conference on Communications Workshops, 2021

Federated Learning with User Mobility in Hierarchical Wireless Networks.
Proceedings of the IEEE Global Communications Conference, 2021

Mobility and Blockage-induced Beam Misalignment and Throughput Analysis for THz Networks.
Proceedings of the IEEE Global Communications Conference, 2021

On the Convergence Rate of Federated Learning over Unreliable Networks.
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.
IEEE Wirel. Commun. Lett., 2020

Federated-Learning-Enabled Intelligent Fog Radio Access Networks: Fundamental Theory, Key Techniques, and Future Trends.
IEEE Wirel. Commun., 2020

Multi-Armed Bandit-Based Client Scheduling for Federated Learning.
IEEE Trans. Wirel. Commun., 2020

Federated Learning With Differential Privacy: Algorithms and Performance Analysis.
IEEE Trans. Inf. Forensics Secur., 2020

Scheduling Policies for Federated Learning in Wireless Networks.
IEEE Trans. Commun., 2020

On Safeguarding Privacy and Security in the Framework of Federated Learning.
IEEE Netw., 2020

Optimizing Information Freshness in Computing-Enabled IoT Networks.
IEEE Internet Things J., 2020

Massive MIMO Networks With Spatio-Temporal Traffic: Scheduling Mechanism Optimization.
IEEE Commun. Lett., 2020

SIR Coverage Analysis in Multi-Cell Downlink Systems With Spatially Correlated Queues.
IEEE Access, 2020

Scheduling Optimization for Mixed-type Devices of IoT in Massive MIMO Systems with Spatio-Temporal Traffic.
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.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Age-Based Scheduling Policy for Federated Learning in Mobile Edge Networks.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Age of Information in Random Access Networks: A Spatiotemporal Study.
Proceedings of the IEEE Global Communications Conference, 2020

Performance Analysis for Multi-Antenna Small Cell Networks with Clustered Dynamic TDD.
Proceedings of the IEEE Global Communications Conference, 2020

2019
Enhancing Downlink Transmission in MIMO HetNet With Wireless Backhaul.
IEEE Trans. Veh. Technol., 2019

Learning Overlapping Community-Based Networks.
IEEE Trans. Signal Inf. Process. over Networks, 2019

Spatio-Temporal Analysis for SINR Coverage in Small Cell Networks.
IEEE Trans. Commun., 2019

Massive Wireless Random Access With Successive Decoding: Delay Analysis and Optimization.
IEEE Trans. Commun., 2019

On Peak Age of Information in Data Preprocessing enabled IoT Networks.
Proceedings of the 2019 IEEE Wireless Communications and Networking Conference, 2019

The Meta Distribution of SINR for Small Cell Networks with Temporal Traffic.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Locally Adaptive Scheduling Policy for Optimizing Information Freshness in Wireless Networks.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

2018
Delay Analysis of Random Scheduling and Round Robin in Small Cell Networks.
IEEE Wirel. Commun. Lett., 2018

Analysis of Packet Throughput in Small Cell Networks Under Clustered Dynamic TDD.
IEEE Trans. Wirel. Commun., 2018

Capacity of Energy Harvesting Binary Symmetric Channels With a $(\sigma , \rho )$ -Power Constraint.
IEEE Trans. Commun., 2018

An Incentive-Aware Job Offloading Control Framework for Mobile Edge Computing.
CoRR, 2018

SIR Coverage Analysis in Cellular Networks with Temporal Traffic: A Stochastic Geometry Approach.
CoRR, 2018

Traffic Matching in 5G Ultra-Dense Networks.
IEEE Commun. Mag., 2018

Analysis of Throughput in Heterogeneous Dynamic TDD Networks with Backhaul.
Proceedings of the IEEE Global Communications Conference, 2018

Small Cell Range Expansion with Interference Mitigation for Downlink Massive MIMO HetNets.
Proceedings of the IEEE Global Communications Conference, 2018

2017
Packet Throughput Analysis of Static and Dynamic TDD in Small Cell Networks.
IEEE Wirel. Commun. Lett., 2017

Heterogeneous Cellular Networks With LoS and NLoS Transmissions - The Role of Massive MIMO and Small Cells.
IEEE Trans. Wirel. Commun., 2017

Cell-Edge-Aware Precoding for Downlink Massive MIMO Cellular Networks.
IEEE Trans. Signal Process., 2017

Delay-aware massive random access: Adaptive framing and successive decoding.
Proceedings of the 2017 IEEE Information Theory Workshop, 2017

Capacity bounds on energy harvesting binary symmetric channels with finite battery.
Proceedings of the IEEE International Conference on Communications, 2017

Comparison of Massive MIMO and Small Cells in HetNet with LoS and NLoS Transmissions.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

Mean Packet Throughput Analysis of Downlink Cellular Networks with Spatio-Temporal Traffic.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

2016
Heterogeneous Cellular Network With Energy Harvesting-Based D2D Communication.
IEEE Trans. Wirel. Commun., 2016

Energy-Efficient Design of MIMO Heterogeneous Networks With Wireless Backhaul.
IEEE Trans. Wirel. Commun., 2016

MIMO HetNets with wireless backhaul: An energy-efficient design.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

Rate analysis of spatial multiplexing in MIMO heterogeneous networks with wireless backhaul.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015
Opportunistic D2D communication in energy harvesting heterogeneous cellular network.
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.
Proceedings of the Sixth International Conference on Wireless Communications and Signal Processing, 2014

2003
Computation Method to Identify Differential Allelic Gene Expression and Novel Imprinted Genes.
Bioinform., 2003


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