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researcher

Shaofeng Cai

25 papers hereh-index 171.1k citations37 works total

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

author position
  • first author4
  • middle author19
  • last author2

Across the 25 of 25 papers where every author was matched, so the position is known.

fields
  • cs.LG11
  • cs.DB9
  • cs.CV2
  • cs.CR1
  • cs.NI1
  • eess.SP1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedPrivacy Preserving Vertical Federated Learning for Tree-based Models

185 citations · 374 across the 23 of their papers we have counts for

collaborators
Showing 2020 · cs.CRShow all

1 paper · 2 filters

cs.CR2020★ 185 cited

Privacy Preserving Vertical Federated Learning for Tree-based Models

Yuncheng Wu, Shaofeng Cai, Xiaokui Xiao +2

Federated learning (FL) is an emerging paradigm that enables multiple organizations to jointly train a model without revealing their private data to each other. This paper studies…

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