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cs.LG2025
E2CB2former: Effecitve and Explainable Transformer for CB2 Receptor Ligand Activity Prediction
Jiacheng Xie, Yingrui Ji, Linghuan Zeng +5
Accurate prediction of CB2 receptor ligand activity is pivotal for advancing drug discovery targeting this receptor, which is implicated in inflammation, pain management, and neuro…
cs.LG2024
HGTDP-DTA: Hybrid Graph-Transformer with Dynamic Prompt for Drug-Target Binding Affinity Prediction
Xi Xiao, Wentao Wang, Jiacheng Xie +5
Drug target binding affinity (DTA) is a key criterion for drug screening. Existing experimental methods are time-consuming and rely on limited structural and domain information. Wh…