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Xiao-Feng Liu

3 papers hereh-index 18979 citations36 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG3
same name
  • Xiao-Feng Liu — 2 papers, h 4
  • Xiao-Feng Liu — 2 papers, h 15
  • Xiao-Feng Liu — 1 paper, h 1
  • Xiao-Feng Liu — 1 paper, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedTensor Decomposition based Personalized Federated Learning

1 citations · 3 across the 3 of their papers we have counts for

collaborators

3 papers

cs.LG2022★ 1 cited

Tensor Decomposition based Personalized Federated Learning

Qing Wang, Jing Jin, Xiaofeng Liu +3

Federated learning (FL) is a new distributed machine learning framework that can achieve reliably collaborative training without collecting users' private data. However, due to FL'…

cs.LG2022★ 1 cited

Sparse Federated Learning with Hierarchical Personalized Models

Xiaofeng Liu, Qing Wang, Yunfeng Shao +1

Federated learning (FL) can achieve privacy-safe and reliable collaborative training without collecting users' private data. Its excellent privacy security potential promotes a wid…

cs.LG2021★ 1 cited

Sparse Personalized Federated Learning

Xiaofeng Liu, Yinchuan Li, Qing Wang +3

Federated Learning (FL) is a collaborative machine learning technique to train a global model without obtaining clients' private data. The main challenges in FL are statistical div…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.