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Yanfeng Wang — most-cited papers & profile · Federated Learning
← authors
·
overview
Yanfeng Wang
36
papers ·
98
citations ·
37
h-index
Shanghai Jiao Tong University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
FedDisco: Federated Learning with Discrepancy-Aware Collaboration
2023 · 25 citations
OpenFedLLM: Training Large Language Models on Decentralized Private Data via Federated Learning
2024 · 7 citations
Incentivizing Inclusive Contributions in Model Sharing Markets
2025 · 2 citations
Fake It Till Make It: Federated Learning with Consensus-Oriented Generation
2023 · 2 citations
Federated Learning Empowered by Generative Content
2023 · 1 citations
Locally Estimated Global Perturbations are Better than Local Perturbations for Federated Sharpness-aware Minimization
2024 · 1 citations
Federated Learning with Bilateral Curation for Partially Class-Disjoint Data
2024 · 1 citations
MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users
2025
FedSkip: Combatting Statistical Heterogeneity with Federated Skip Aggregation
2022
Federated Learning under Partially Class-Disjoint Data via Manifold Reshaping
2024
Emerging Safety Attack and Defense in Federated Instruction Tuning of Large Language Models
2024
Leveraging Unstructured Text Data for Federated Instruction Tuning of Large Language Models
2024
Top co-authors
Rui Ye
· 7
Siheng Chen
· 7
Jiangchao Yao
· 4
Jingyi Chai
· 3
Ya Zhang
· 3
Ziqing Fan
· 3
Lingjuan Lyu
· 2
Ruipeng Zhang
· 2
Yaxin Du
· 2
Bo Han
· 1
Chenxin Xu
· 1
Dihan Li
· 1
Topics
Federated Learning
Data Heterogeneity
Privacy
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