"antibody optimization" Papers

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A Simple yet Effective $\Delta\Delta G$ Predictor is An Unsupervised Antibody Optimizer and Explainer

Lirong Wu, Yunfan Liu, Haitao Lin et al.

ICLR 2025

Boltzmann-Aligned Inverse Folding Model as a Predictor of Mutational Effects on Protein-Protein Interactions

Xiaoran Jiao, Weian Mao, Wengong Jin et al.

ICLR 2025arXiv:2410.09543
5
citations

Learning to design protein-protein interactions with enhanced generalization

Anton Bushuiev, Roman Bushuiev, Petr Kouba et al.

ICLR 2024arXiv:2310.18515
26
citations

Learning to Predict Mutational Effects of Protein-Protein Interactions by Microenvironment-aware Hierarchical Prompt Learning

Lirong Wu, Yijun Tian, Haitao Lin et al.

ICML 2024arXiv:2405.10348
10
citations