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Jianyu Ren

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Open access Aug 2026

ETAP-CLF: an ESM3-based transformer attention framework for binary protein classification

Binary protein classification supports diverse tasks in computational biology, including pathway-membership inference and sequence-based candidate prioritization. Protein language models generate information-rich residue-level representations, but downstream classifiers commonly compress them using fixed pooling operat...

Jian-Yu Ren, Hanli Jiang, Puchangxin Li et al. · 0 citations

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