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Yi-Heng Zhu
Researcher at Nanjing University of Science and Technology
Publications - 18
Citations - 158
Yi-Heng Zhu is an academic researcher from Nanjing University of Science and Technology. The author has contributed to research in topics: Computer science & Biology. The author has an hindex of 4, co-authored 13 publications receiving 65 citations. Previous affiliations of Yi-Heng Zhu include Jiangnan University.
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ULDNA: Integrating Unsupervised Multi-Source Language Models with LSTM-Attention Network for Protein-DNA Binding Site Prediction
Yi-Heng Zhu,Dong-Jun Yu +1 more
TL;DR: Li et al. as discussed by the authors proposed a deep learning method, ULDNA, to predict DNA-binding sites from protein sequences through a LSTM-attention architecture embedded with three unsupervised language models pretrained in multiple large-scale sequence databases.
Posted ContentDOI
Integrating Self-Attention Transformer with Triplet Neural Networks for Protein Gene Ontology Prediction
TL;DR: A novel deep-learning method, ATGO, to predict Gene Ontology (GO) attributes of proteins through a triplet neural-network architecture embedded with pre-trained self-attention transformer models, demonstrating a new avenue for high-accuracy deep- learning function prediction that is applicable to large-scale protein function annotations from sequence alone.
Journal ArticleDOI
Boosting Granular Support Vector Machines for the Accurate Prediction of Protein-Nucleotide Binding Sites
TL;DR: Rigorous cross-validation and independent validation tests demonstrated that the proposed BGSVM-NUC achieves promising prediction performance and outperforms several popular sequence-based protein-nucleotide binding site predictors.