Author

Hao Zhou

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Open access Sep 2026

HD-AIP: a heterogeneous dual-stream alignment-free framework for anti-inflammatory peptide prediction based on language models and CT-Net

Abstract Motivation Anti-inflammatory peptides (AIPs) show therapeutic potential for treating chronic and autoimmune diseases. Computational screening of these peptides remains challenging because their typically short sequences limit traditional feature extraction effectiveness, while homology-based methods incur high...

Jiang-Li Li, Quan Zou, Yan-Su Wang et al. · Bioinformatics · 0 citations

Open access Jul 2026

HMA-GCA: hybrid manifold augmentation and gated cross-attention for circRNA-miRNA interaction prediction

HMA-GCA, a novel framework that integrates hybrid manifold augmentation and gated cross-attention for CMI prediction, not only achieves state-of-the-art predictive performance but also provides interpretable insights into the molecular features.

Yun-peng Hu, Yan-Su Wang, Yi-Feng Bai et al. · Bioinform. · 0 citations