Author

D. Zhi

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Preprint Sep 2026

Assay-Aware BindingDB: Curating Experimental Context for Binding Affinity Prediction

Protein--ligand binding affinity prediction is fundamental to computational drug discovery, yet modern AI-driven models are limited by pervasive heterogeneity in their training data: bioactivity values are aggregated across diverse assay types and experimental conditions without accounting for protocol-level difference...

Ming-Hsiu Wu, Xu-Xu Guo, Bing-Song Zeng et al. · 0 citations

Open access Aug 2026

PerturbLDM: conditional latent diffusion for modelling single-cell perturbation responses

PerturbLDM, a latent-diffusion framework for conditional generation of single-cell transcriptional responses, is introduced, showing support for conditional response generation across data scales and biological settings.

Li-Shan Yu, Kang-Lin Hsieh, Y. Chu et al. · bioRxiv · 0 citations