Author

Yu Liu

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Open access Sep 2026

Knowledge-guided adaptive educational support for traditional Chinese medicine using large language models and knowledge graphs: integrating Confucian educational principles

Introduction The Confucian principle of “teaching students in accordance with their aptitude” remains challenging to implement at scale in Traditional Chinese Medicine (TCM) education. We developed an Intelligent TCM Tutoring System integrating a large language model (LLM) with a domain-specific knowledge graph (KG) de...

Ji-Li Hu, Yu-Chen Duan, Qing-Qing Zhou et al. · Frontiers in Medicine · 0 citations

Conference Jul 2026

GDGraph: Geometry-Enhanced Dual-View Graph for Molecular Representation Learning

Learning effective molecular representations is crucial for accurate property prediction in AI-aided drug discovery. However, most existing molecular pre-training methods are still primarily based on 2D topological graphs, limiting their ability to exploit 3D geometric information. Moreover, methods that do incorporate...

Yu Liu, Jonathan D. Hirst, Jianfeng Ren et al. · Annual International Compute... · 0 citations