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Huaiyu Dai โ most-cited papers & profile ยท Federated Learning
โ authors
ยท
overview
Huaiyu Dai
24
papers ยท
90
citations ยท
48
h-index
North Carolina State University ยท North Central State College
Google Scholar โ
Semantic Scholar โ
OpenAlex โ
Most-cited papers
Stochastic-Sign SGD for Federated Learning with Theoretical Guarantees
2020 ยท 43 citations
Gradient Obfuscation Gives a False Sense of Security in Federated Learning
2022 ยท 13 citations
FedDUAP: Federated Learning with Dynamic Update and Adaptive Pruning Using Shared Data on the Server
2022 ยท 11 citations
Communication Efficient Federated Learning with Energy Awareness over Wireless Networks
2020 ยท 4 citations
Federated Learning of Large Language Models with Parameter-Efficient Prompt Tuning and Adaptive Optimization
2023 ยท 3 citations
FedASMU: Efficient Asynchronous Federated Learning with Dynamic Staleness-aware Model Update
2023 ยท 3 citations
Efficient Federated Learning with Timely Update Dissemination
2025 ยท 2 citations
Resource Constrained Vehicular Edge Federated Learning with Highly Mobile Connected Vehicles
2022 ยท 2 citations
Multi-Job Intelligent Scheduling with Cross-Device Federated Learning
2022 ยท 2 citations
Advancing Hybrid Defense for Byzantine Attacks in Federated Learning
2024 ยท 1 citations
Communication-Efficient Federated Learning via Predictive Coding
2021 ยท 1 citations
Federated Learning via Plurality Vote
2021 ยท 1 citations
Neural Tangent Kernel Empowered Federated Learning
2021 ยท 1 citations
Breaking the Communication-Privacy-Accuracy Tradeoff with $f$-Differential Privacy
2023 ยท 1 citations
AEDFL: Efficient Asynchronous Decentralized Federated Learning with Heterogeneous Devices
2023 ยท 1 citations
Top co-authors
Richeng Jin
ยท 11
Chau-Wai Wong
ยท 6
Juncheng Jia
ยท 6
Dejing Dou
ยท 4
Yang Zhou
ยท 4
Dejing Dou
ยท 3
Ji Liu
ยท 3
Kai Yue
ยท 3
Kai Yue
ยท 3
Tianshi Che
ยท 3
Caijun Zhong
ยท 2
Chao Huo
ยท 2
Topics
Federated Learning
Communication
Optimization
Privacy
Data Heterogeneity
Security