Author

Bing-Song Zeng

2 papers indexed here

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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

#artificial intelligence Preprint Oct 2026

PIT-GCL: Protein Interaction using Topological Graph Contrastive Learning

Protein binding prediction is central to target identification, therapeutic binder design, and large scale screening, yet remains challenging because binding depends on sequence, three dimensional geometry, and global structural organization. Recent folding models such as AlphaFold3 and Boltz-2 have substantially impro...

Jae Won Choi, Ryoonki Hong, Alan Liang et al. · 0 citations