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Zheng Xu — most-cited papers & profile · Federated Learning
← authors
·
overview
Zheng Xu
11
papers ·
58
citations ·
18
h-index
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
On the Unreasonable Effectiveness of Federated Averaging with Heterogeneous Data
2022 · 20 citations
Motley: Benchmarking Heterogeneity and Personalization in Federated Learning
2022 · 13 citations
On the Convergence of Federated Averaging with Cyclic Client Participation
2023 · 7 citations
Heterogeneous LoRA for Federated Fine-tuning of On-Device Foundation Models
2024 · 1 citations
Learning to Generate Image Embeddings with User-level Differential Privacy
2022
An Empirical Evaluation of Federated Contextual Bandit Algorithms
2023
Debiasing Federated Learning with Correlated Client Participation
2024
Top co-authors
Gauri Joshi
· 3
Pranay Sharma
· 2
Satyen Kale
· 2
Yae Jee Cho
· 2
Aldi Fahrezi
· 1
Alekh Agarwal
· 1
Ermin Wei
· 1
Florian Schroff
· 1
Gauri Joshi
· 1
H. Brendan McMahan
· 1
H. Brendan McMahan
· 1
Jianyu Wang
· 1
Topics
Federated Learning
Data Heterogeneity
Privacy
Optimization
Communication