Author

Kevin Jin

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Open access Jul 2026

Frozen Protein Foundation-Model Embeddings Improve Antibody–Antigen Binding Affinity Prediction

Frozen foundation-model embeddings are position as a strong, data-efficient default for affinity ranking in antibody engineering and establish a conservative lower bound that task-adaptive fine-tuning is expected to exceed.

Roger Wang, Kevin Jin, Lurong Pan · bioRxiv · 0 citations