Xiao-Ying Liu
Orcid: 0000-0002-9359-1457Affiliations:
- Guangdong Polytechnic of Science and Technology, Computer Engineering Technical College, Zhuhai, China
- Macau University of Science and Technology, Faculty of Information Technology, State Key Laboratory of Quality Research in Chinese Medicines, Taipa, Macau (PhD)
According to our database1,
Xiao-Ying Liu
authored at least 10 papers
between 2015 and 2024.
Collaborative distances:
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Bibliography
2024
HGCLAMIR: Hypergraph contrastive learning with attention mechanism and integrated multi-view representation for predicting miRNA-disease associations.
PLoS Comput. Biol., 2024
2023
Integration of multi-omics data using adaptive graph learning and attention mechanism for patient classification and biomarker identification.
Comput. Biol. Medicine, September, 2023
Improved Computational Drug-Repositioning by Self-Paced Non-Negative Matrix Tri-Factorization.
IEEE ACM Trans. Comput. Biol. Bioinform., 2023
2022
MHDMF: Prediction of miRNA-disease associations based on Deep Matrix Factorization with Multi-source Graph Convolutional Network.
Comput. Biol. Medicine, 2022
Predicting multiple types of miRNA-disease associations using adaptive weighted nonnegative tensor factorization with self-paced learning and hypergraph regularization.
Briefings Bioinform., 2022
2020
IEEE ACM Trans. Comput. Biol. Bioinform., 2020
Novel Combined Variable Selection Approach Using Memetic Algorithm With Complex Harmonic Regularization.
IEEE Access, 2020
2018
IEEE Access, 2018
2017
Molecular pathway identification using a new L<sub>1/2</sub> solver and biological network-constrained model.
Int. J. Data Min. Bioinform., 2017
2015
The L<sub>1/2</sub> regularization approach for survival analysis in the accelerated failure time model.
Comput. Biol. Medicine, 2015