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Li Xiong — most-cited papers & profile · Federated Learning
← authors
·
overview
Li Xiong
17
papers ·
177
citations ·
54
h-index
Shanghai University · Army Medical University · Wuhan University of Technology · Xinqiao Hospital · Tibet Autonomous Region People's Hospital · Jiangxi Academy of Agricultural Sciences
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Most-cited papers
Federated Graph Classification over Non-IID Graphs
2021 · 63 citations
SemiFed: Semi-supervised Federated Learning with Consistency and Pseudo-Labeling
2021 · 23 citations
PRECAD: Privacy-Preserving and Robust Federated Learning via Crypto-Aided Differential Privacy
2021 · 8 citations
Echo of Neighbors: Privacy Amplification for Personalized Private Federated Learning with Shuffle Model
2023 · 2 citations
Federated Pruning: Improving Neural Network Efficiency with Federated Learning
2022 · 1 citations
DP-BREM: Differentially-Private and Byzantine-Robust Federated Learning with Client Momentum
2023 · 1 citations
Cross-silo Federated Learning with Record-level Personalized Differential Privacy
2024 · 1 citations
Communication Efficient Generalized Tensor Factorization for Decentralized Healthcare Networks
2021
ULDP-FL: Federated Learning with Across Silo User-Level Differential Privacy
2023
Top co-authors
Jian Lou
· 3
Jing Ma
· 2
Xiaolan Gu
· 2
Carl Yang
· 1
Cyrus Shahabi
· 1
Ding Zhao
· 1
Fran\c{c}oise Beaufays
· 1
Fumiyuki Kato
· 1
Giovanni Motta
· 1
Han Xie
· 1
Haowen Lin
· 1
Hong Chen
· 1
Topics
Federated Learning
Privacy
Data Heterogeneity
Optimization
Communication