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Yunfeng Shao — most-cited papers & profile · Federated Learning
← authors
·
overview
Yunfeng Shao
22
papers ·
67
citations ·
21
h-index
Huawei Technologies (Sweden)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Personalized Federated Learning via Variational Bayesian Inference
2022 · 19 citations
Secure Linear Aggregation Using Decentralized Threshold Additive Homomorphic Encryption For Federated Learning
2021 · 9 citations
Aggregate or Not? Exploring Where to Privatize in DNN Based Federated Learning Under Different Non-IID Scenes
2021 · 8 citations
Unified Group Fairness on Federated Learning
2021 · 8 citations
Convergence Analysis and System Design for Federated Learning over Wireless Networks
2021 · 3 citations
Towards Effective Clustered Federated Learning: A Peer-to-peer Framework with Adaptive Neighbor Matching
2022 · 3 citations
Preliminary Steps Towards Federated Sentiment Classification
2021 · 2 citations
Federated Learning with Position-Aware Neurons
2022 · 2 citations
Sparse Personalized Federated Learning
2021 · 1 citations
Sparse Federated Learning with Hierarchical Personalized Models
2022 · 1 citations
Tensor Decomposition based Personalized Federated Learning
2022 · 1 citations
Loosely Coupled Federated Learning Over Generative Models
2020
How global observation works in Federated Learning: Integrating vertical training into Horizontal Federated Learning
2021
Avoid Overfitting User Specific Information in Federated Keyword Spotting
2022
To Store or Not? Online Data Selection for Federated Learning with Limited Storage
2022
Top co-authors
Yinchuan Li
· 8
Bingshuai Li
· 6
De-Chuan Zhan
· 4
Jiaxun Lu
· 4
Shaoming Song
· 4
Xin-Chun Li
· 4
Qing Wang
· 3
Chenghui Peng
· 2
Le Gan
· 2
Pingyi Fan
· 2
Shaoming Song
· 2
Shuo Wan
· 2
Topics
Federated Learning
Communication
Data Heterogeneity
Privacy
Optimization
Encryption
Security