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researcher

Yi Liu

Monash University

11 papers hereh-index 132.2k citations18 works total

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

author position
  • first author9
  • middle author2

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cs.CR2
  • cs.CY1
  • cs.DB1
  • cs.NI1
  • eess.SP1
affiliations
  • Monash University
Homepage
same name
  • Yi Liu — 41 papers, h 1
  • Yi Liu — 37 papers, h 21
  • Yi Liu — 26 papers, h 11
  • Yi Liu — 25 papers, h 20
  • Yi Liu — 25 papers
  • Yi Liu — 22 papers, h 11

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

most citedPrivacy-preserving Traffic Flow Prediction: A Federated Learning Approach

709 citations · 2.4k across the 11 of their papers we have counts for

collaborators
Showing cs.CRShow all

2 papers · 1 filter

cs.CR2020★ 11 cited

Scalable and Communication-efficient Decentralized Federated Edge Learning with Multi-blockchain Framework

Jiawen Kang, Zehui Xiong, Chunxiao Jiang +6

The emerging Federated Edge Learning (FEL) technique has drawn considerable attention, which not only ensures good machine learning performance but also solves "data island" proble…

cs.CR2020★ 289 cited

A Secure Federated Learning Framework for 5G Networks

Yi Liu, Jialiang Peng, Jiawen Kang +3

Federated Learning (FL) has been recently proposed as an emerging paradigm to build machine learning models using distributed training datasets that are locally stored and maintain…

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