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20242026
most citedDynamic Self-adaptive Multiscale Distillation from Pre-trained Multimodal Large Model for Efficient Cross-modal Representation Learning

3 citations · 3 across the 7 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…

cs.AI2025

ELMM: Efficient Lightweight Multimodal Large Language Models for Multimodal Knowledge Graph Completion

Wei Huang, Peining Li, Meiyu Liang +7

Multimodal Knowledge Graphs (MKGs) extend traditional knowledge graphs by incorporating visual and textual modalities, enabling richer and more expressive entity representations. H…