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Zi-Chuan Ying

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#machine learning Preprint Aug 2026

Language-Informed Flow Matching for Trend-Guided Structure-Based 3D Molecular Generation

LiFT, a language-informed cross-modal framework built on Flow Matching for trend-guided 3D molecular generation across both de novo design and scaffold hopping, and suggests that language-derived chemical priors provide effective trend-level guidance for 3D molecular generation.

Tian-Yu Gao, Zhi-Kai Su, Jia-Shu Li et al. · 0 citations