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ComCon: Complementary-Contradictory Regularization for Multimodal Knowledge Graph Completion

delete2025-12-03
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PRE
AI
W
Wuyang Zhang
S
Shu Zhao
Y
Yunxia Yin
DOI:10.1016/j.inffus.2025.104016delete
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Abstract

Abstract

En 中文
• ComCon: Novel regularization using complementary-contradictory features for MMKGC. • Resolves modality misalignment via constrained multimodal feature interactions. • Weighted Negative Sampling (WNS) reduces false negative impacts adaptively.

Journal

Information Fusion cover
Information Fusion
IF:
15.5
Papers:
4.1K
Citations:
2.7W

Organization

A
Anhui University of Chinese Medicine
Scholars:
4.9K
Papers: 2.0K
Citations: 7
A
anhui university
Scholars:
1.9W
Papers: 1.2W
Citations: 24