Liang-Yong Xia

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 9

Top Topics

Cancer Classification

Feature Selection

Database Integration

Matrix Decomposition

Top Venues

SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI

IEEE J. Biomed. Health Informatics

Publications

Liang-Yong Xia, Yu Wu, Longfei Zhao, Leying Chen, Shiyi Zhang, Mengdi Wang, Jie Luo
Redefining the Game: MVAE-DFDPnet's Low-Dimensional Embeddings for Superior Drug-Protein Interaction Predictions. IEEE J. Biomed. Health Informatics 28 (7) (2024)
Hai-Wei Shen, Hua Chai, Liang-Yong Xia, Sheng-Bing Wu, Wei Qu, Yong Liang, Xiang-Tao Liu
A greedy screening test strategy to accelerate solving LASSO problems with small regularization parameters. Soft Comput. 24 (7) (2020)
Ziyi Yang, Liang-Yong Xia, Hui Zhang, Yong Liang
MSPL: Multimodal Self-Paced Learning for Multi-Omics Feature Selection and Data Integration. IEEE Access 7 (2019)
Liang-Yong Xia, Ziyi Yang, Hui Zhang, Yong Liang
Improved Prediction of Drug-Target Interactions Using Self-Paced Learning with Collaborative Matrix Factorization. J. Chem. Inf. Model. 59 (7) (2019)
Liang-Yong Xia, Qing-Yong Wang, Zehong Cao, Yong Liang
Descriptor Selection Improvements for Quantitative Structure-Activity Relationships. Int. J. Neural Syst. 29 (9) (2019)
Liang-Yong Xia, Qing-Yong Wang
QSAR Classification Modeling for Bioactivity of Molecular Structure via SPL-Logsum. CoRR (2018)
Qing-Yong Wang, Liang-Yong Xia, Hua Chai, Yun Zhou
Semi-Supervised Learning with Ensemble Self-Training for Cancer Classification. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2018)
Xu-Xin Lin, Liang-Yong Xia, Yong Liang, Hai-Hui Huang, Hua Chai, Kuok-Fan Chan
Low-rank and sparse matrix decomposition based on S1/2 and L1/2 regularizations in dynamic MRI. IPTA (2016)
Liang-Yong Xia, Xu-Xin Lin, Yong Liang, Hong-kun Jiang, Hua Chai, Hai-Hui Huang
Image Super-Resolution Reconstruction via L1/2 and S1/2 Regularizations. DICTA (2016)