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Yong-Chao Xing

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Jul 2026

Dual-Path LLM Reasoning for Multimodal Few-Shot Knowledge Graph Completion

Experiments show that DuPLeR achieves robust performance in data-scarce KGC scenarios, and a dual-pathway multimodal enhancement module regulates message passing with query-relevant multimodal signals and supplements entity representations after graph propagation.

Jin-Lan Liu, Zhiying Tu, Yong-Chao Xing et al. · 0 citations

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