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researcher

Wei Lou

3 papers here

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

author position
  • first author1
  • middle author2

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

fields
  • cs.LG2
  • cs.CV1
ORCID 0000-0002-2071-4081

identity via Semantic Scholar / OpenAlex

most citedVariance-Reduced Heterogeneous Federated Learning via Stratified Client Selection

6 citations · 10 across the 3 of their papers we have counts for

collaborators

3 papers

cs.CV2023★ 2 cited

Structure Embedded Nucleus Classification for Histopathology Images

Wei Lou, Xiang Wan, Guanbin Li +4

Nuclei classification provides valuable information for histopathology image analysis. However, the large variations in the appearance of different nuclei types cause difficulties…

cs.LG2022★ 2 cited

Fast Heterogeneous Federated Learning with Hybrid Client Selection

Guangyuan Shen, Dehong Gao, Duanxiao Song +5

Client selection schemes are widely adopted to handle the communication-efficient problems in recent studies of Federated Learning (FL). However, the large variance of the model up…

cs.LG2022★ 6 cited

Variance-Reduced Heterogeneous Federated Learning via Stratified Client Selection

Guangyuan Shen, Dehong Gao, Libin Yang +4

Client selection strategies are widely adopted to handle the communication-efficient problem in recent studies of Federated Learning (FL). However, due to the large variance of the…

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