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Shiqing Liu

5 papers hereh-index 71.4k citations12 works total

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

author position
  • first author3
  • middle author2

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.AI1
same name
  • Shiqing Liu — 3 papers, h 2
  • Shiqing Liu — 2 papers, h 3
  • Shiqing 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

activity
20212024
most citedFederated Learning on Non-IID Data: A Survey

8 citations · 14 across the 5 of their papers we have counts for

collaborators
Showing 2021Show all

1 paper · 1 filter

cs.LG2021★ 8 cited

Federated Learning on Non-IID Data: A Survey

Hangyu Zhu, Jinjin Xu, Shiqing Liu +1

Federated learning is an emerging distributed machine learning framework for privacy preservation. However, models trained in federated learning usually have worse performance than…

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