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Yifan Shi — most-cited papers & profile · Federated Learning
← authors
·
overview
Yifan Shi
8
papers ·
21
citations ·
0
h-index
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Most-cited papers
Improving the Model Consistency of Decentralized Federated Learning
2023 · 11 citations
Towards More Suitable Personalization in Federated Learning via Decentralized Partial Model Training
2023 · 3 citations
Efficient Federated Prompt Tuning for Black-box Large Pre-trained Models
2023 · 2 citations
Make Landscape Flatter in Differentially Private Federated Learning
2023 · 1 citations
Towards the Flatter Landscape and Better Generalization in Federated Learning under Client-level Differential Privacy
2023 · 1 citations
Efficient Federated Learning with Enhanced Privacy via Lottery Ticket Pruning in Edge Computing
2023
Decentralized Directed Collaboration for Personalized Federated Learning
2024
Top co-authors
Xueqian Wang
· 7
Li Shen
· 6
Dacheng Tao
· 4
Kang Wei
· 4
Yingqi Liu
· 4
Bo Yuan
· 3
Zihao Lin
· 2
and Dacheng Tao
· 1
and Song Guo
· 1
Baoyuan Wu
· 1
Jun Li
· 1
Lifu Huang
· 1
Topics
Federated Learning
Privacy
Communication
Edge Computing
Data Heterogeneity