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Huaiyu Dai

North Carolina State University

H指数:48

被引数:9,792

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HEART: Achieving Timely Multi-Model Training for Vehicle-Edge-Cloud-Integrated Hierarchical Federated Learning

HEART：实现车辆-边缘-云集成分层联邦学习中的及时多模型训练

IEEE Transactions on Cloud Computing

IF5

2026-05-280

PRE

A Differentially Private Quadrature Amplitude Modulation Mechanism for Federated Analytics

一种差分隐私下的正交幅度调制机制用于联邦分析

IEEE Transactions on Information Forensics and Security

IF8

2026-03-050

PRE

Mobility-Assisted Decentralized Federated Learning: Convergence Analysis and a Data-Driven Approach

移动辅助的去中心化联邦学习：收敛性分析与数据驱动方法

IEEE Transactions on Cognitive Communications and Networking

IF7

2026-01-010

PRE

Efficient Federated Learning with Heterogeneous Data and Adaptive Dropout

异构数据与自适应Dropout的高效联邦学习

ACM Transactions on Knowledge Discovery from Data

IF4.8

2025-09-080

PRE

Efficient federated learning with timely update dissemination

高效联邦学习与及时更新分发

Knowledge and Information Systems

IF3.1

2025-08-060

PRE

Sign-Based Gradient Descent With Heterogeneous Data: Convergence and Byzantine Resilience

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2025-02-012

OA

Reinforcement Learning-Based Personalized Differentially Private Federated Learning

基于强化学习的个性化差分私有联邦学习

IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY

IF8

2025-01-010

PRE

Reinforcement Learning-Based Efficient Multi-Exit Neural Networks Against Side-Channel Attacks

基于强化学习的多出口神经网络抗侧信道攻击

IEEE Transactions on Information Forensics and Security

IF8

2025-01-010

PRE

Toward Seamless Hierarchical Federated Learning Under Intermittent Client Participation: A Stagewise Decision-Making Methodology

IEEE Transactions on Mobile Computing

IF9.2

2025-01-010

OAAI

Hierarchical Federated Learning in Wireless Networks: Pruning Tackles Bandwidth Scarcity and System Heterogeneity

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

IF10.7

2024-09-010

OA

Task-Decoding Assisted Cooperative Transmission for Coded Edge Computing

编码边计算的任务解码辅助协作传输

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

IF10.7

2024-08-010

PRE

Joint Optimization of Charging Station Placement and UAV Trajectory for Fresh Data Collection

面向新鲜数据采集的充电站布设与无人机轨迹联合优化

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2024-07-150

PRE

Federated Learning via Plurality Vote

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-06-016

OA

Dynamic Power Control for Delay-Optimal Coded Edge Computing

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

IF10.7

2024-04-010

PRE

TDRA: A Truthful Dynamic Reverse Auction for DAG Task Scheduling Over Vehicular Clouds

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

IF7.1

2024-03-016

PRE

Accelerating the Delivery of Data Services over Uncertain Mobile Crowdsensing Networks

IEEE WIRELESS COMMUNICATIONS

IF11.5

2024-01-010

PRE

Efficient Content Delivery in User-Centric and Cache-Enabled Vehicular Edge Networks with Deadline-Constrained Heterogeneous Demands

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

IF7.1

2024-01-015

OA

Privacy-Preserving Decentralized Inference With Graph Neural Networks in Wireless Networks

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

IF10.7

2024-01-013

OA

GA-DRL: Graph Neural Network-Augmented Deep Reinforcement Learning for DAG Task Scheduling Over Dynamic Vehicular Clouds

IEEE Transactions on Network and Service Management

IF5.4

2024-01-010

OAAI

Location Privacy-Aware and Energy-Efficient Offloading for Distributed Edge Computing

用于分布式边缘计算的位置隐私感知和节能卸载

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

IF10.7

2023-11-013

PRE