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Zhiyuan Wu — most-cited papers & profile · Federated Learning
← authors
·
overview
Zhiyuan Wu
27
papers ·
79
citations ·
8
h-index
Chinese Academy of Sciences · Institute of Computing Technology · Wenzhou City People's Hospital · University of Chinese Academy of Sciences
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Most-cited papers
FedICT: Federated Multi-task Distillation for Multi-access Edge Computing
2023 · 47 citations
Knowledge Distillation in Federated Edge Learning: A Survey
2023 · 13 citations
Federated Skewed Label Learning with Logits Fusion
2023 · 5 citations
Exploring the Distributed Knowledge Congruence in Proxy-data-free Federated Distillation
2022 · 4 citations
Logits Poisoning Attack in Federated Distillation
2024 · 3 citations
Privacy-Enhanced Training-as-a-Service for On-Device Intelligence: Concept, Architectural Scheme, and Open Problems
2024 · 1 citations
Federated Class-Incremental Learning with New-Class Augmented Self-Distillation
2024 · 1 citations
FedCache 2.0: Federated Edge Learning with Knowledge Caching and Dataset Distillation
2024 · 1 citations
FNBench: Benchmarking Robust Federated Learning against Noisy Labels
2025
SVAFD: A Secure and Verifiable Co-Aggregation Protocol for Federated Distillation
2025
Beyond Model Scale Limits: End-Edge-Cloud Federated Learning with Self-Rectified Knowledge Agglomeration
2025
NET-SA: An Efficient Secure Aggregation Architecture Based on In-Network Computing
2025
FedCache: A Knowledge Cache-driven Federated Learning Architecture for Personalized Edge Intelligence
2023
Improving Communication Efficiency of Federated Distillation via Accumulating Local Updates
2023
Agglomerative Federated Learning: Empowering Larger Model Training via End-Edge-Cloud Collaboration
2023
Top co-authors
Sheng Sun
· 16
Yuwei Wang
· 16
Min Liu
· 14
Bo Gao
· 12
Xuefeng Jiang
· 8
Wen Wang
· 4
Gang Xu
· 2
Jia Li
· 2
Ke Xu
· 2
Yuhan Tang
· 2
Hao Tan
· 1
Jinda Lu
· 1
Topics
Federated Learning
Privacy
Communication
Edge Computing
Data Heterogeneity
Security
Optimization