16 citations · 16 across the 8 of their papers we have counts for
Showing 2026Show all
3 papers · 1 filter
cs.LG2026
Curvature-Informed Potential Energy Surface for Protein-Ligand Binding Affinity Prediction
Peng-Fei Sun, Chuan-Xian Ren, Hong Yan
Accurate prediction of protein-ligand binding affinity is essential for structure-based drug discovery. Recent geometric deep learning methods have achieved promising performance b…
cs.LG2026
Curvature-Guided Geometric Representation for Protein-Ligand Binding Affinity Prediction
Shuai Li, Chuan-Xian Ren, Yuhao Li +4
Protein-ligand binding affinity (PLA) prediction is critical in drug discovery. Despite the notable advancements in machine learning-based approaches, existing methods struggle to…
cs.AI2026
Locality-aware Private Class Identification for Domain Adaptation with Extreme Label Shift
Chuan-Xian Ren, Cheng-Jun Guo, Hong Yan
Domain adaptation aims to transfer knowledge from a labeled source domain to an unlabeled target domain with different distributions. In real-world scenarios, the label spaces of t…