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Variational adversarial negative sampling for multimodal knowledge graph completion

delete2025-10-13
delete0
PRE
AI
H
H. Miao
Y
Yong Feng *
Y
Yanying Chen
G
Guofan Duan
B
Baohua Qiang
M
Mingliang Zhou
DOI：10.1016/j.engappai.2025.112608delete
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摘要

摘要

En 中文
• 我们提出了一种高效的训练框架VAN，用于多模态知识图谱补全。 • 我们介绍了一种多模态融合方法DCAF，专门设计用于有效捕获和整合知识图谱三元组的信息。 • 我们的方法VansKG在三个基准数据集上实现了最先进的表现。

期刊

Engineering Applications of Artificial Intelligence 封面图
Engineering Applications of Artificial Intelligence
IF:
8
论文数:
5.7K
被引数:
3.5W

机构

C
Chongqing Metropolitan College of Science and Technology
学者数:
15
论文数: 16
被引数: 1
C
Chongqing University
学者数:
5.1W
论文数: 4.1W
被引数: 6.0W
C
Chongqing Institute of Meteorological Sciences
学者数:
28
论文数: 20
被引数: 0
G
Guilin University of Electronic Technology
学者数:
7.4K
论文数: 5.2K
被引数: 5.4K
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引用论文

引用论文

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err2023 International Joint Conference on Neural Networks (IJCNN)
IF0
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Relation-enhanced Negative Sampling for Multimodal Knowledge Graph Completion
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