2 papers
q-bio.QM2025
Heterogeneous network drug-target interaction prediction model based on graph wavelet transform and multi-level contrastive learning
Wenfeng Dai, Yanhong Wang, Shuai Yan +2
Drug-target interaction (DTI) prediction is a core task in drug development and precision medicine in the biomedical field. However, traditional machine learning methods generally…
cs.LG2025
HyboWaveNet: Hyperbolic Graph Neural Networks with Multi-Scale Wavelet Transform for Protein-Protein Interaction Prediction
Qingzhi Yu, Shuai Yan, Wenfeng Dai +1
Protein-protein interactions (PPIs) are fundamental for deciphering cellular functions,disease pathways,and drug discovery.Although existing neural networks and machine learning me…