MKGR integrates region-aware sequence encoding with four protein-centered KGs via graph attention, bridge reconstruction, and pair gating to outperform baselines in cold-start PPI prediction.
Anti-symmetric framework for balanced learning of protein–protein interactions.Bioinformatics, 40(10):btae603, 2024
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MKGR: Multimodal Knowledge-Graph Representation Learning for Cold-Start Protein-Protein Interaction Prediction
MKGR integrates region-aware sequence encoding with four protein-centered KGs via graph attention, bridge reconstruction, and pair gating to outperform baselines in cold-start PPI prediction.