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Binghui Wang — most-cited papers & profile · Federated Learning
← authors
·
overview
Binghui Wang
22
papers ·
828
citations ·
26
h-index
Illinois Institute of Technology · Jiangsu University of Science and Technology · Shanghai Sunshine Rehabilitation Center
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Most-cited papers
LotteryFL: Personalized and Communication-Efficient Federated Learning with Lottery Ticket Hypothesis on Non-IID Datasets
2020 · 73 citations
GraphFL: A Federated Learning Framework for Semi-Supervised Node Classification on Graphs
2020 · 34 citations
Provable Defense against Privacy Leakage in Federated Learning from Representation Perspective
2020 · 9 citations
Task-Agnostic Privacy-Preserving Representation Learning for Federated Learning Against Attribute Inference Attacks
2023 · 1 citations
Universally Harmonizing Differential Privacy Mechanisms for Federated Learning: Boosting Accuracy and Convergence
2024 · 1 citations
Top co-authors
Yiran Chen
· 3
Ang Li
· 2
Hai Li
· 2
Jingwei Sun
· 2
Ang Li
· 1
Ashish Kundu
· 1
Caridad Arroyo Arevalo
· 1
Hai Li
· 1
Hanbin Hong
· 1
Huanrui Yang
· 1
Lin Duan
· 1
Meisam Mohammady
· 1
Topics
Federated Learning
Privacy
Data Heterogeneity
Security
Communication
Adversarial Attacks