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Rui Ye — most-cited papers & profile · Federated Learning
← authors
·
overview
Rui Ye
16
papers ·
66
citations ·
0
h-index
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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
FedLLM-Bench: Realistic Benchmarks for Federated Learning of Large Language Models
2024 · 3 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
MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users
2025
FedFM: Anchor-based Feature Matching for Data Heterogeneity in Federated Learning
2022
FedRSU: Federated Learning for Scene Flow Estimation on Roadside Units
2024
Emerging Safety Attack and Defense in Federated Instruction Tuning of Large Language Models
2024
Top co-authors
Siheng Chen
· 9
Yanfeng Wang
· 7
Jingyi Chai
· 3
Chenxin Xu
· 2
Yaxin Du
· 2
Zhenyang Ni
· 2
Dihan Li
· 1
Enpei Zhang
· 1
Guangyi Liu
· 1
Jianyu Wang
· 1
Jianyu Wang
· 1
Jingyi Chai
· 1
Topics
Federated Learning
Data Heterogeneity
Privacy
Communication