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Confidence-guided dual hypergraph learning for sparse-label graph classification

delete2026-04-30
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PRE
AI
H
Hui Shen
马慧芳 (Huifang Ma) *
邴睿 (Rui Bing)
J
Jiyuan Sun
李志新 cover
李志新 (Zhixin Li)
DOI:10.1016/j.patcog.2026.113871delete
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Abstract

Abstract

En 中文
• Innovatively utilizing dual hypergraphs to extract various high-order information. • Developing an adaptive encoder to effectively utilize various high-order information. • Designing a confidence-aware extractor to alleviate the confidence crisis.
Keywords:
dual hypergraph
sparse-label graph classification
adaptive encoder
confidence-aware extractor
high-order information

Journal

Pattern Recognition cover
Pattern Recognition
IF:
7.6
Papers:
1.3W
Citations:
4.5W

Organization

N
Northwest Normal University
Scholars:
1.0K
Papers: 254
Citations: 5.8K
G
guangxi normal university
Scholars:
1.8K
Papers: 620
Citations: 0