MOUNT: Modality bottlenecked knowledge graph completion with multiple guidance exploitation

Jinlan Kong

doi:10.1016/j.eswa.2026.131174

MOUNT: Modality bottlenecked knowledge graph completion with multiple guidance exploitation

2026-01-19

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AI

DOI：10.1016/j.eswa.2026.131174

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• Propose a novel MKGC method based on Variational Information Bottleneck. • Alleviate both intra-modal and inter-modal redundancy via three guidance mechanisms. • Achieve outstanding MKGC performance and exhibit excellent robustness.

MOUNT: Modality bottlenecked knowledge graph completion with multiple guidance exploitation

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