2025
Accurately Predicting Protein Mutational Effects via a Hierarchical Many-Body Attention Network
NeurIPS 2025poster
Predicting changes in binding free energy ($\Delta\Delta G$) is essential for understanding protein-protein interactions, which are critical in drug design and protein engineering. However, existing methods often rely on pre-trained knowledge and heuristic features, limiting their ability to accurat…