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20242026
most citedAddressing Graph Heterogeneity and Heterophily from A Spectral Perspective

2 citations · 2 across the 5 of their papers we have counts for

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cs.AI2026

MGDT: MLLM-Guided Diffusion Transformer with Relation-Adaptive Mixture-of-Experts for Multimodal Knowledge Graph Completion

Xu Hou, Meiyu Liang, Wei Huang +6

Multimodal Knowledge Graph Completion (MKGC) requires inferring missing entities from structural, textual, and visual cues. Existing diffusion-based MKGC methods usually denoise di…