Minghua Deng

发表

Integrating Deep Supervised, Self-Supervised and Unsupervised Learning for Single-Cell RNA-seq Clustering and Annotation

Liang Chen, Yuyao Zhai, Qiuyan He, 2020, Genes.

Expectation pooling: an effective and interpretable pooling method for predicting DNA–protein binding

Minghua Deng, Xiao Luo, Xinming Tu, 2019, bioRxiv.

Predicting protein inter-residue contacts using composite likelihood maximization and deep learning

Qi Zhang, Dongbo Bu, Jianwei Zhu, 2018, BMC Bioinformatics.

Correction to: Predicting protein inter-residue contacts using composite likelihood maximization and deep learning

Dongbo Bu, Jianwei Zhu, Shiwei Sun, 2019, BMC Bioinformatics.

Single-cell RNA-seq data semi-supervised clustering and annotation via structural regularized domain adaptation

Liang Chen, Yuyao Zhai, Qiuyan He, 2020, Bioinform..

Expectation pooling: an effective and interpretable pooling method for predicting DNA–protein binding

Minghua Deng, Xiao Luo, Xinming Tu, 2020, Bioinform..

Direct interaction network inference for compositional data via codaloss

Liang Chen, Yuyao Zhai, Minghua Deng, 2020, J. Bioinform. Comput. Biol..

Network Clustering Analysis Using Mixture Exponential-Family Random Graph Models and Its Application in Genetic Interaction Data

Hongyu Zhao, Minghua Deng, Dejie Yang, 2019, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Single-Cell Transcriptome Data Clustering via Multinomial Modeling and Adaptive Fuzzy K-Means Algorithm

Liang Chen, Minghua Deng, Weinan Wang, 2020, Frontiers in Genetics.

Deepprune: Learning Efficient and Interpretable Convolutional Networks Through Weight Pruning for Predicting DNA-Protein Binding

Weilai Chi, Minghua Deng, Xiao Luo, 2019, bioRxiv.

Sparsity-Penalized Stacked Denoising Autoencoders for Imputing Single-Cell RNA-seq Data

Weilai Chi, Minghua Deng, Minghua Deng, 2020, Genes.

scRMD: Imputation for single cell RNA-seq data via robust matrix decomposition.

Xiaochen Wang, Minghua Deng, Ruibin Xi, 2020, Bioinformatics.

International Workshop on Applications of Probability and Statistics to Biology, July 11–13, 2019

Jianfeng Feng, Lin Wan, Minghua Deng, 2019, Quantitative Biology.