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Yong-Qi Huang

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#machine learning Preprint Oct 2026

DeKoR: Decomposed Knowledge Routing for Efficient GNN--LLM Fusion

Large Language Models (LLMs) have shown strong potential for text-attributed graph learning by leveraging rich pre-trained knowledge and language understanding capabilities. Combining LLMs with Graph Neural Networks (GNNs) offers a promising paradigm for expanding the modeling capabilities of graph learning. However, L...

Pei-Yuan Li, Yong-Qi Huang, Ji-Tao Zhao et al. · 0 citations

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