Author
Tsinghua UniversityORCID 0000-0003-0195-6031Unclaimed ORCID profile · follow to get notified of new preprints
5 papers
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Yiyue Ge, Tingzhong Tian, Suling Huang…·Jianyang Zeng
This paper presents a data-driven drug repositioning framework that identifies CVL218, a PARP1 inhibitor, as a potential therapeutic for COVID-19 through in silico and experimental validation.
Han Li, Xinyi Zhao, Shuya Li…·Jianyang Zeng
MoTSE estimates task similarity for molecular property prediction to improve transfer learning performance by leveraging graph neural networks and interpretability.
Yipin Lei, Shuya Li, Ziyi Liu…·Jianyang Zeng
CAMP predicts peptide-protein interactions and binding residues using a convolutional attention-based neural network, outperforming existing methods on benchmark datasets.
Shuya Li, Fang Wan, Hantao Shu…·Jianyang Zeng
MONN predicts non-covalent interactions and binding affinities between compounds and proteins, outperforming existing methods and providing interpretable insights.
Yan Hu, Ziqiang Wang, Hailin Hu…·Jianyang Zeng
ACME improves peptide-MHC class I binding prediction using attention-based deep learning, outperforming existing methods and providing interpretable insights.