Author

Hong-Lei Li

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Sep 2026

MAIDTA: an interpretable attention-based multi-modal model for drug-target affinity prediction.

High-performance computer-aided drug design is a promising field, in which drug-target affinity (DTA) prediction serves as a core step to reduce R&D costs and improve efficiency. However, current DTA methods suffer from insufficient multi-modal representation and lack interpretability. We propose MAIDTA, an interpretab...

Ming-Hao Li, Ming-Lei Dong, Hong-Lei Li et al. · Computer Methods in Biomecha... · 0 citations

Aug 2026

DSC-bsite: a dynamic-static collaborative multimodal graph learning method for protein-small molecule binding site prediction.

DSC-BSite is proposed, a dynamic-static collaborative multimodal graph learning framework for residue-level binding site prediction that achieves competitive performance across multiple evaluation metrics, with particularly strong results in Recall on UniProtSMB and Precision and MCC on SJC.

Ming-Lei Dong, Dong-Jiang Niu, Yuan-Xing Peng et al. · Molecular diversity · 0 citations