BioinformaticsbioRxivPreprint
Hyperbolic Wavelet Interaction Network (HyWinNet): Multi-Scale Geometric Learning for Interpretable Protein-Protein Interaction Prediction
Qifeng Yu, Shuai Yan, Wenfeng Dai…·Xiang Cheng
HyWinNet predicts protein-protein interactions by integrating hyperbolic geometry and wavelet transforms to model multi-scale biological networks, outperforming existing methods in recovering known interactions and predicting functional sites.
DOI 10.1101/2025.09.01.673587