A structured survey organizing graph-LLM integration methods by purpose, modality, and strategy across application domains.
Instructgraph: Boosting large language models via graph-centric instruction tuning and pref- erence alignment
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Integrating Graphs, Large Language Models, and Agents: Reasoning and Retrieval
A structured survey organizing graph-LLM integration methods by purpose, modality, and strategy across application domains.