Huan Liu

Pocket Contrastive Learning and Conformation Fusion for Robust Structure-Conditioned 3D Molecular Generation under Receptor Conformational Variation.

MOTIVATION Pocket-conditioned molecular generation incorporates the three-dimensional geometry and chemical environment of protein binding sites into molecular design. However, receptor conformational variation can introduce distribution shifts between training and inference, particularly under cross-docking conditions...