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Ruixuan Liu — most-cited papers & profile · Federated Learning
← authors
·
overview
Ruixuan Liu
8
papers ·
19
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
FedSel: Federated SGD under Local Differential Privacy with Top-k Dimension Selection
2020 · 8 citations
FLAME: Differentially Private Federated Learning in the Shuffle Model
2020 · 6 citations
AdapterFL: Adaptive Heterogeneous Federated Learning for Resource-constrained Mobile Computing Systems
2023 · 4 citations
FedSGT: Exact Federated Unlearning via Sequential Group-based Training
2025
PCDP-SGD: Improving the Convergence of Differentially Private SGD via Projection in Advance
2023
KoReA-SFL: Knowledge Replay-based Split Federated Learning Against Catastrophic Forgetting
2024
Top co-authors
Hong Chen
· 2
Masatoshi Yoshikawa
· 2
Mingsong Chen
· 2
Yang Cao
· 2
Zeke Xia
· 2
Anran Li
· 1
Bokang Zhang
· 1
Dengke Yan
· 1
Haichao Sha
· 1
Hong Chen
· 1
Hong Guan
· 1
Hong kyu Lee
· 1
Topics
Federated Learning
Privacy
Optimization
Communication
Edge Computing
Data Heterogeneity