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Qinghua Lu — most-cited papers & profile · Federated Learning
← authors
·
overview
Qinghua Lu
17
papers ·
381
citations ·
23
h-index
Commonwealth Scientific and Industrial Research Organisation · UNSW Sydney · Data61
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Most-cited papers
Blockchain-based Federated Learning for Device Failure Detection in Industrial IoT
2020 · 296 citations
Blockchain-based Trustworthy Federated Learning Architecture
2021 · 15 citations
Federated Learning on Non-IID Graphs via Structural Knowledge Sharing
2022 · 10 citations
Architectural Patterns for the Design of Federated Learning Systems
2021 · 3 citations
FedProto: Federated Prototype Learning across Heterogeneous Clients
2021 · 1 citations
BDSP: A Fair Blockchain-enabled Framework for Privacy-Enhanced Enterprise Data Sharing
2022 · 1 citations
Federated Low-Rank Adaptation for Foundation Models: A Survey
2025
Decision Models for Selecting Federated Learning Architecture Patterns
2022
Top co-authors
Liming Zhu
· 5
Sin Kit Lo
· 4
Guodong Long
· 3
Hye-young Paik
· 3
Jing Jiang
· 3
Xiwei Xu
· 3
Chengqi Zhang
· 2
Chen Wang
· 2
Yue Liu
· 2
Yue Tan
· 2
and Chengqi Zhang
· 1
and Shiping Chen
· 1
Topics
Federated Learning
Privacy
Data Heterogeneity
Optimization
Security
Edge Computing