Xiao-Ying Liu

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 8

Top Topics

Convolutional Network

Sparsity Inducing

Tensor Factorization

Memetic Algorithm

Top Venues

Comput. Biol. Medicine

IEEE ACM Trans. Comput. Biol. Bioinform.

Briefings Bioinform.

Publications

Dong Ouyang, Yong Liang, Le Li, Ning Ai, Shanghui Lu, Mingkun Yu, Xiao-Ying Liu, Shengli Xie
Integration of multi-omics data using adaptive graph learning and attention mechanism for patient classification and biomarker identification. Comput. Biol. Medicine 164 (2023)
Qi Dang, Yong Liang, Dong Ou-Yang, Rui Miao, Caijin Ling, Xiao-Ying Liu, Shengli Xie
Improved Computational Drug-Repositioning by Self-Paced Non-Negative Matrix Tri-Factorization. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (3) (2023)
Dong Ou-Yang, Yong Liang, Jianjun Wang, Xiao-Ying Liu, Shengli Xie, Rui Miao, Ning Ai, Le Li, Qi Dang
Predicting multiple types of miRNA-disease associations using adaptive weighted nonnegative tensor factorization with self-paced learning and hypergraph regularization. Briefings Bioinform. 23 (6) (2022)
Ning Ai, Yong Liang, Hao-Laing Yuan, Dong Ou-Yang, Xiao-Ying Liu, Shengli Xie, Yu-Han Ji
MHDMF: Prediction of miRNA-disease associations based on Deep Matrix Factorization with Multi-source Graph Convolutional Network. Comput. Biol. Medicine 149 (2022)
Xiao-Ying Liu, Sai Wang, Hai Zhang, Hui Zhang, Ziyi Yang, Yong Liang
Novel Regularization Method for Biomarker Selection and Cancer Classification. IEEE ACM Trans. Comput. Biol. Bioinform. 17 (4) (2020)
Xiao-Ying Liu
Novel Combined Variable Selection Approach Using Memetic Algorithm With Complex Harmonic Regularization. IEEE Access 8 (2020)
Xiao-Ying Liu, Yong Liang, Sai Wang, Ziyi Yang, Han-Shuo Ye
A Hybrid Genetic Algorithm With Wrapper-Embedded Approaches for Feature Selection. IEEE Access 6 (2018)
Hai-Hui Huang, Xiao-Ying Liu, Hui-Min Li, Yong Liang
solver and biological network-constrained model. Int. J. Data Min. Bioinform. 17 (3) (2017)
Hua Chai, Yong Liang, Xiao-Ying Liu
regularization approach for survival analysis in the accelerated failure time model. Comput. Biol. Medicine 64 (2015)