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Hai Li — most-cited papers & profile · Federated Learning
← authors
·
overview
Hai Li
26
papers ·
277
citations ·
62
h-index
Duke University · University of Florida · Ministry of Agriculture · Ministry of Agriculture · China Southern Power Grid (China) · Power Grid Corporation (India)
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Most-cited papers
GraphFL: A Federated Learning Framework for Semi-Supervised Node Classification on Graphs
2020 · 34 citations
Privacy Leakage of Adversarial Training Models in Federated Learning Systems
2022 · 20 citations
FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective
2021 · 15 citations
Fed-CBS: A Heterogeneity-Aware Client Sampling Mechanism for Federated Learning via Class-Imbalance Reduction
2022 · 13 citations
Provable Defense against Privacy Leakage in Federated Learning from Representation Perspective
2020 · 9 citations
FedCor: Correlation-Based Active Client Selection Strategy for Heterogeneous Federated Learning
2021 · 6 citations
MLLM-LLaVA-FL: Multimodal Large Language Model Assisted Federated Learning
2024 · 2 citations
FADE: Enabling Federated Adversarial Training on Heterogeneous Resource-Constrained Edge Devices
2022
Top co-authors
Yiran Chen
· 8
Jianyi Zhang
· 3
Minxue Tang
· 3
Amin Hassanzadeh
· 2
Binghui Wang
· 2
Jingwei Sun
· 2
Jingwei Sun
· 2
Ang Li
· 1
Ang Li
· 1
Ang Li
· 1
Ang Li
· 1
Ang Li
· 1
Topics
Federated Learning
Privacy
Data Heterogeneity
Adversarial Attacks
Security
Communication
Optimization
Edge Computing