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EiCoM: Multi-modal knowledge graph completion with enhanced information completeness

delete2025-07-08
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PRE
AI
L
Lianhong Ding
M
Mengxiao Li
P
Peng Shi
J
Juntao Li
袁瑞萍 cover
袁瑞萍 (Ruiping Yuan) *
DOI:10.1016/j.neucom.2025.130940delete
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Abstract

Abstract

En 中文
• Aligning cross-modal semantics driven by multi-head attention mechanism. • Designing an enhanced inter-modality collaboration mechanism. • Generative adversarial module for supplementing missing modalities. • Proposing a context-aware adaptive modality fusion mechanism.
Keywords:
cross-modal alignment
multi-head attention
inter-modality collaboration
generative adversarial network
modality fusion

Journal

Neurocomputing cover
Neurocomputing
IF:
6.5
Papers:
2.5W
Citations:
6.5W

Organization

B
Beijing Wuzi University
Scholars:
479
Papers: 464
Citations: 374
U
university of science and technology beijing
Scholars:
1.2W
Papers: 4.3K
Citations: 2