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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Cheng Yang

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Conference Open access Sep 2026

Graph4LLM: A Systematic Survey of Graph-Enhanced Large Language Models

This survey examines how these methods integrate graphs into various stages of the LLM pipeline, including the input, model, and output phases, and outlines the challenges and future research directions for developing more efficient and interpretable solutions.

Xin-Yan Zhu, Cheng Yang, Qiu-Yue Wang et al. · 0 citations

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