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Author

Jian Zhang

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Open access Sep 2026

Multi-vector retrieval enables residue-resolved prediction of protein partners by ColBERT-PPI

Protein–protein interactions (PPIs) are central to biological processes, making the identification of both interacting partners and their binding sites important for understanding molecular function and guiding therapeutic discovery. However, connecting large-scale partner prediction to residue-level interaction eviden...

He Yang, Ru-Xin Lei, You-Wen Zhuang et al. · 0 citations
Open access Aug 2026

Chemi-Proteome Language Attention Network Empowers Fragment-Based Ligand Interactome and Binding Sites Discovery with Evidence

Deep learning has accelerated drug discovery, yet most existing models are trained using in vitro affinity datasets and consequently remain disconnected from the cellular context in which functional ligand–protein interactions occur. This limitation hinders the ability to reflect the complexity of native interactomes a...

Bing-Song Liao, Ji-Xiao He, Mingzhu Zhao et al. · 0 citations

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