Large language model-driven knowledge graph learning for herb–macromolecule interaction prediction and functional analysis

Sisi Yuan

doi:10.1016/j.ijbiomac.2026.154371

Large language model-driven knowledge graph learning for herb–macromolecule interaction prediction and functional analysis

2026-09-07

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AI

DOI：10.1016/j.ijbiomac.2026.154371

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• LLM-HTI 实现了由大语言模型驱动的 herb–macromolecular target 相互作用的预测。 • 语义–拓扑融合捕捉 herbs、macromolecular targets 和功能关联。 • 自适应参数更新改进了稳定的和高效的图学习。 • 临床医生指导的评估优先考虑医学相关的候选靶点。

Keyword:

Large language model (LLM)

Knowledge graph learning

Macromolecular target function analysis

Large language model-driven knowledge graph learning for herb–macromolecule interaction prediction and functional analysis

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