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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Linlin Zhuo

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Open access Jul 2026

DynaTCR: dynamic hard-negative ensemble graph learning improves TCR-epitope binding prediction

DynaTCR is presented, a dynamic graph ensemble learning framework for TEB prediction that achieves the highest AUC among all compared methods, demonstrating its robustness and effectiveness for TEB prediction and candidate prioritization.

Xiang-Zheng Fu, Xin-Yu Zhang, Linlin Zhuo et al. · 0 citations
Aug 2026

UniPept: A Universal Model for Predicting Peptide Properties Based on Atom-Residue Dual-Scale Integration.

The proposed UniPept is a novel model for peptide property prediction that integrates atomic-level and residue-level features to generate robust peptide representations and outperforms competing approaches in interaction and binding affinity prediction tasks.

Hao-Shuang Wu, Yu Deng, Zhen Li et al. · 0 citations

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