#graph neural networks
Sep 2026
Retrieval-Augmented Residual Graph Neural Network for Protein-Protein Interaction Site Prediction.
RGLLA-PPIS, a novel multimodal prediction model that integrates retrieval-augmented learning and residual GNNs for PPIS identification, outperforms several state-of-the-art baselines in both accuracy and robustness and demonstrates its potential to guide real-world protein engineering tasks.
Jia Mi, Ya-Wen Liu, Chong Chu et al.
· IEEE Transactions on Neural... · 0 citations