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Tianyi Zhou — most-cited papers & profile · Federated Learning
← authors
·
overview
Tianyi Zhou
43
papers ·
247
citations ·
36
h-index
King University · Peking University · University of Maryland, College Park
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Federated Learning from Pre-Trained Models: A Contrastive Learning Approach
2022 · 67 citations
Multi-Center Federated Learning: Clients Clustering for Better Personalization
2020 · 32 citations
On the Convergence of Clustered Federated Learning
2022 · 25 citations
FedNoiL: A Simple Two-Level Sampling Method for Federated Learning with Noisy Labels
2022 · 14 citations
Federated Recommendation with Additive Personalization
2023 · 7 citations
FedProto: Federated Prototype Learning across Heterogeneous Clients
2021 · 1 citations
Federated Adapter on Foundation Models: An Out-Of-Distribution Approach
2025
FedMerge: Federated Personalization via Model Merging
2025
Personalized Federated Learning With Graph
2022
Dual Personalization on Federated Recommendation
2023
Many-Objective Multi-Solution Transport
2024
Multi-Level Additive Modeling for Structured Non-IID Federated Learning
2024
Top co-authors
Guodong Long
· 11
Jing Jiang
· 5
Chengqi Zhang
· 4
Jing Jiang
· 3
Jie Ma
· 2
Lu Liu
· 2
Shutong Chen
· 2
Yue Tan
· 2
and Chengqi Zhang
· 1
Bo Han
· 1
Bo Yang
· 1
Chengqi Zhang
· 1
Topics
Federated Learning
Optimization
Privacy
Data Heterogeneity
Communication