Xiao-Song Wang

Hierarchical Graph Representation Learning for Protein-Protein Interaction Site Prediction.

This work presents HGRL-PPIS, a novel hierarchical graph representation learning approach for predicting protein-protein interaction sites that achieves superior performance over competing methods on multiple benchmark datasets, enabling more reliable detection of protein-protein binding residues.

MSCA-PLA: multi-scale cross-attention with differentiable pooling for protein-ligand binding affinity prediction.