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Jianfei Ruan

2 papers hereh-index 5117 citations18 works total

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

author position
  • middle author1

Across the 1 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CV1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedLabel Ensemble Perspective for Reduced-Complexity Graph Node Classification under Label Noise

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2024★ 1 cited

Label Ensemble Perspective for Reduced-Complexity Graph Node Classification under Label Noise

Rui Zhao, Bin Shi, Zhiming Liang +4

Graph Neural Networks (GNNs) have been widely employed for semi-supervised node classification tasks on graphs. However, the performance of GNNs is significantly affected by \emph{…

cs.CV2024

Estimating Noisy Class Posterior with Part-level Labels for Noisy Label Learning

Rui Zhao, Bin Shi, Jianfei Ruan +2

In noisy label learning, estimating noisy class posteriors plays a fundamental role for developing consistent classifiers, as it forms the basis for estimating clean class posterio…

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