Author

Lening Zhao

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Book Open access Jun 2026

UniPocket: Unified Ligand and Cryptic Pocket Prediction from Protein Language Model Embeddings

UniPocket is presented, a unified multitask framework for residue-level prediction of both ligand-binding and cryptic-pocket residues within a single shared-backbone architecture and achieves a macro ROC-AUC of 0.76.

Lening Zhao, Tianhua Zhai, Li Shen · ACM International Conference... · 0 citations

Preprint Aug 2026

Invertible Logits Transformation for Accuracy-Preserving Post-Hoc Uncertainty Calibration

Invertible Logits Transformation (InvLT), which applies a learned scalar MLP element-wise to the pre-softmax logits, consistently outperforms a broad set of post-hoc baselines on standard calibration metrics.

Lening Zhao, Qipeng Zhan, Li Shen · 0 citations