Microarray-Based Cancer Prediction Using Single-Gene Ensemble Classifier. - Ziyi Yang 007; Yanqiong Ren; Hui Zhang 032; Yong Liang 001 (IScIDE, 2018)

A Hybrid Genetic Algorithm With Wrapper-Embedded Approaches for Feature Selection. - Xiao-Ying Liu 003; Yong Liang 001; Sai Wang; Ziyi Yang 007; Han-Shuo Ye (IEEE Access, 2018)

Robust Sparse Logistic Regression With the Lq (0 < q < 1) Regularization for Feature Selection Using Gene Expression Data. - Ziyi Yang 007; Yong Liang 001; Hui Zhang 032; Hua Chai; Bowen Zhang 005; Cheng Peng 003 (IEEE Access, 2018)

MSPL: Multimodal Self-Paced Learning for Multi-Omics Feature Selection and Data Integration. - Ziyi Yang 007; Liang-Yong Xia; Hui Zhang 032; Yong Liang 001 (IEEE Access, 2019)

Approximate Message Passing Algorithm for Nonconvex Regularization. - Hui Zhang 032; Hai Zhang 001; Yong Liang 001; Ziyi Yang 007; Yanqiong Ren (IEEE Access, 2019)

Improved Prediction of Drug-Target Interactions Using Self-Paced Learning with Collaborative Matrix Factorization. - Liang-Yong Xia; Ziyi Yang 007; Hui Zhang 032; Yong Liang 001 (J. Chem. Inf. Model., 2019)

A Genotype-Based Ensemble Classifier System for Non-Small-Cell Lung Cancer. - Yanqiong Ren; Ziyi Yang 007; Hui Zhang 032; Yong Liang 001; Hai-Hui Huang; Hua Chai (IEEE Access, 2020)

Select-ProtoNet: Learning to Select for Few-Shot Disease Subtype Prediction. - Ziyi Yang 007; Jun Shu; Yong Liang 001; Deyu Meng; Zongben Xu (CoRR, 2020)

Motion boundary emphasised optical flow method for human action recognition. - Cheng Peng 003; Haozhi Huang 002; Ah Chung Tsoi; Sio-Long Lo; Yun Liu; Ziyi Yang 007 (IET Comput. Vis., 2020)

Novel Regularization Method for Biomarker Selection and Cancer Classification. - Xiao-Ying Liu 003; Sai Wang; Hai Zhang 001; Hui Zhang 032; Ziyi Yang 007; Yong Liang 001 (IEEE ACM Trans. Comput. Biol. Bioinform., 2020)

SMSPL: Robust Multimodal Approach to Integrative Analysis of Multiomics Data. - Ziyi Yang 007; Naiqi Wu; Yong Liang 001; Hui Zhang 032; Yanqiong Ren (IEEE Trans. Cybern., 2022)

A distributed sparse logistic regression with L1/2 regularization for microarray biomarker discovery in cancer classification. - Ning Ai; Ziyi Yang 007; Hao-Laing Yuan; Dong Ouyang; Rui Miao 002; Yu-Han Ji; Yong Liang 001 (Soft Comput., 2023)

Multi-task bioassay pre-training for protein-ligand binding affinity prediction. - Jiaxian Yan; Zhaofeng Ye; Ziyi Yang 007; Chengqiang Lu; Shengyu Zhang; Qi Liu; Jiezhong Qiu (Briefings Bioinform., 2023)