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researcher

Lumin Liu

6 papers hereh-index 71.3k citations11 works total

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

author position
  • first author4
  • middle author2

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cs.NI1

identity via Semantic Scholar / OpenAlex

activity
20192024
most citedHierarchical Federated Learning with Quantization: Convergence Analysis and System Design

164 citations · 203 across the 5 of their papers we have counts for

collaborators
Showing cs.NIShow all

1 paper · 1 filter

cs.NI2019★ 25 cited

Client-Edge-Cloud Hierarchical Federated Learning

Lumin Liu, Jun Zhang, S. H. Song +1

Federated Learning is a collaborative machine learning framework to train a deep learning model without accessing clients' private data. Previous works assume one central parameter…

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