Author

Md. Atik Ahamed

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Open access Jul 2026

Mol-CADiff: text-conditional molecule generation via causality-aware autoregressive diffusion

Mol-CADiff is introduced, a diffusion-based framework that uses causal attention mechanisms for text-conditional molecular generation and enhances dependency modeling both within and across modalities, enabling precise control over the generation process.

Md. Atik Ahamed, Qiang Ye, Q. Cheng · Nature Communications · 0 citations