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Xiaofei Xie — most-cited papers & profile · Federated Learning
← authors
·
overview
Xiaofei Xie
42
papers ·
271
citations ·
42
h-index
Guiyang College of Traditional Chinese Medicine · Tianjin University · Shanghai Zhabei District Shibei Hospital · Anyang Hospital of Traditional Chinese Medicine · Singapore Management University
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Most-cited papers
Have Your Cake and Eat It Too: Toward Efficient and Accurate Split Federated Learning
2023 · 4 citations
AdaptiveFL: Adaptive Heterogeneous Federated Learning for Resource-Constrained AIoT Systems
2023 · 4 citations
NebulaFL: Effective Asynchronous Federated Learning for JointCloud Computing
2024 · 1 citations
Runtime Backdoor Detection for Federated Learning via Representational Dissimilarity Analysis
2025
MIP: CLIP-based Image Reconstruction from PEFT Gradients
2024
KoReA-SFL: Knowledge Replay-based Split Federated Learning Against Catastrophic Forgetting
2024
CaBaFL: Asynchronous Federated Learning via Hierarchical Cache and Feature Balance
2024
FlexFL: Heterogeneous Federated Learning via APoZ-Guided Flexible Pruning in Uncertain Scenarios
2024
An Empirical Study of Vulnerability Detection using Federated Learning
2024
Top co-authors
Mingsong Chen
· 6
Anran Li
· 3
Dengke Yan
· 3
Ming Hu
· 3
Zeke Xia
· 3
Chentao Jia
· 2
Peiheng Zhou
· 2
Yanxin Yang
· 2
Chengwei Liu
· 1
Fei Gao
· 1
Guodong Yi
· 1
Huaimin Wang
· 1
Topics
Federated Learning
Data Heterogeneity
Privacy
Edge Computing