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Zheng Xu — most-cited papers & profile · Federated Learning
← authors
·
overview
Zheng Xu
9
papers ·
325
citations ·
18
h-index
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
A Field Guide to Federated Optimization
2021 · 167 citations
Local-Global Knowledge Distillation in Heterogeneous Federated Learning with Non-IID Data
2021 · 36 citations
Practical and Private (Deep) Learning without Sampling or Shuffling
2021 · 22 citations
Local Adaptivity in Federated Learning: Convergence and Consistency
2021 · 21 citations
Efficient and Private Federated Learning with Partially Trainable Networks
2021 · 11 citations
Top co-authors
Gauri Joshi
· 2
Luyang Liu
· 2
Peter Kairouz
· 2
Zachary Charles
· 2
Abhradeep Thakurta
· 1
Advait Gadhikar
· 1
Alex Ingerman
· 1
Ameet Talwalkar
· 1
Ananda Theertha Suresh
· 1
Andrew Hard
· 1
Ankush Garg
· 1
Antonious M. Girgis
· 1
Topics
Federated Learning
Optimization
Privacy
Data Heterogeneity
Edge Computing
Communication