#knowledge graph completion

topicknowledge graph completion

2 papers · 1 filter

cs.CL2026

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

Jinlan Liu, Zhiying Tu, Yongchao Xing +5

The paper introduces DuPLeR, a dual-path reasoning framework that combines large language model priors with multimodal signals to improve few-shot and zero-shot knowledge graph com…

cs.LG2026

Hyper-modal Imputation Diffusion Embedding with Dual-Distillation for Federated Multimodal Knowledge Graph Completion

Ying Zhang, Yu Zhao, Xuhui Sui +5

The paper introduces a federated learning framework for multimodal knowledge graph completion that recovers missing multimodal information with a hyper-modal imputation diffusion e…