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researcher

Chuan Ma

12 papers hereh-index 194.1k citations37 works total

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

author position
  • first author3
  • middle author9

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • cs.DC2
  • cs.NI2
  • eess.SP1
same name
  • Chuan Ma — 6 papers
  • Chuan Ma — 3 papers, h 2
  • Chuan Ma — 2 papers, h 3
  • Chuan Ma — 1 paper
  • Chuan Ma — 1 paper, h 12
  • Chuan Ma — 1 paper

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

activity
20192022
most citedFederated Learning with Differential Privacy: Algorithms and Performance Analysis

88 citations · 113 across the 7 of their papers we have counts for

collaborators
Showing cs.DCShow all

2 papers · 1 filter

cs.DC2022★ 1 cited

Low-latency Federated Learning with DNN Partition in Distributed Industrial IoT Networks

Xiumei Deng, Jun Li, Chuan Ma +4

Federated Learning (FL) empowers Industrial Internet of Things (IIoT) with distributed intelligence of industrial automation thanks to its capability of distributed machine learnin…

cs.DC2021★ 5 cited

Low-Latency Federated Learning over Wireless Channels with Differential Privacy

Kang Wei, Jun Li, Chuan Ma +5

In federated learning (FL), model training is distributed over clients and local models are aggregated by a central server. The performance of uploaded models in such situations ca…

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