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Yuwei Wang — most-cited papers & profile · Federated Learning
← authors
·
overview
Yuwei Wang
16
papers ·
76
citations ·
37
h-index
Economic Research Institute · Jilin Electric Power Research Institute (China)
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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
FedTrip: A Resource-Efficient Federated Learning Method with Triplet Regularization
2023 · 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
Robust Federated Learning against Noisy Clients via Masked Optimization
2025
A Model Consistency-Based Countermeasure to GAN-Based Data Poisoning Attack in Federated Learning
2024
FedBIAD: Communication-Efficient and Accuracy-Guaranteed Federated Learning with Bayesian Inference-Based Adaptive Dropout
2023
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
Zhiyuan Wu
· 10
Sheng Sun
· 8
Xuefeng Jiang
· 8
Min Liu
· 7
Bo Gao
· 4
Min Liu
· 4
Sheng Sun
· 4
Bo Gao
· 2
Bo Gao
· 2
Hui Jiang
· 2
Quyang Pan
· 2
Quyang Pan
· 2
Topics
Federated Learning
Privacy
Communication
Data Heterogeneity
Edge Computing
Optimization
Security