The L1/2 regularization approach for survival analysis in the accelerated failure time model. - Hua Chai; Yong Liang 001; Xiao-Ying Liu 003 (Comput. Biol. Medicine, 2015)

Molecular pathway identification using a new L1/2 solver and biological network-constrained model. - Hai-Hui Huang; Xiao-Ying Liu 003; Hui-Min Li; Yong Liang 001 (Int. J. Data Min. Bioinform., 2017)

A Hybrid Genetic Algorithm With Wrapper-Embedded Approaches for Feature Selection. - Xiao-Ying Liu 003; Yong Liang 001; Sai Wang; Ziyi Yang; Han-Shuo Ye (IEEE Access, 2018)

Novel Combined Variable Selection Approach Using Memetic Algorithm With Complex Harmonic Regularization. - Xiao-Ying Liu 003 (IEEE Access, 2020)

Novel Regularization Method for Biomarker Selection and Cancer Classification. - Xiao-Ying Liu 003; Sai Wang; Hai Zhang 001; Hui Zhang 032; Ziyi Yang; Yong Liang 001 (IEEE ACM Trans. Comput. Biol. Bioinform., 2020)

Predicting multiple types of miRNA-disease associations using adaptive weighted nonnegative tensor factorization with self-paced learning and hypergraph regularization. - Dong Ouyang; Yong Liang 001; Jianjun Wang; Xiaoying Liu 003; Shengli Xie; Rui Miao 002; Ning Ai; Le Li; Qi Dang (Briefings Bioinform., 2022)

MHDMF: Prediction of miRNA-disease associations based on Deep Matrix Factorization with Multi-source Graph Convolutional Network. - Ning Ai; Yong Liang 001; Hao-Laing Yuan; Dong Ouyang; Xiao-Ying Liu 003; Shengli Xie; Yu-Han Ji (Comput. Biol. Medicine, 2022)

Improved Computational Drug-Repositioning by Self-Paced Non-Negative Matrix Tri-Factorization. - Qi Dang; Yong Liang 001; Dong Ouyang; Rui Miao 002; Caijin Ling; Xiaoying Liu 003; Shengli Xie (IEEE ACM Trans. Comput. Biol. Bioinform., 2023)

Integration of multi-omics data using adaptive graph learning and attention mechanism for patient classification and biomarker identification. - Dong Ouyang; Yong Liang 001; Le Li; Ning Ai; Shanghui Lu; Mingkun Yu; Xiaoying Liu 003; Shengli Xie (Comput. Biol. Medicine, 2023)

HGCLAMIR: Hypergraph contrastive learning with attention mechanism and integrated multi-view representation for predicting miRNA-disease associations. - Dong Ouyang; Yong Liang 001; Jinfeng Wang; Le Li; Ning Ai; Junning Feng; Shanghui Lu; Shuilin Liao; Xiaoying Liu 003; Shengli Xie (PLoS Comput. Biol., 2024)