Multimodal learning on heterogeneous subgraphs and LLMs representation for MHC-peptide binding affinity prediction
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Accurate prediction of MHC-peptide binding affinity remains a challenge for immunotherapeutic development. Existing methods struggle to jointly model functional semantics of polymorphic residues, evolutionary conservation constraints, and structural dynamic. W... ...
