Wenwen Min

Shunfang Wang

IEEE J. Biomed. Health Informatics, August, 2024

Precise facial landmark detection by Dynamic Semantic Aggregation Transformer.

[BibT_eX]

[DOI]

Pattern Recognit., 2024

BS-LDM: Effective Bone Suppression in High-Resolution Chest X-Ray Images with Conditional Latent Diffusion Models.

[BibT_eX]

[DOI]

CoRR, 2024

scASDC: Attention Enhanced Structural Deep Clustering for Single-cell RNA-seq Data.

[BibT_eX]

[DOI]

CoRR, 2024

Graph Regularized NMF with L20-norm for Unsupervised Feature Learning.

[BibT_eX]

[DOI]

Zhen Wang

CoRR, 2024

stMCDI: Masked Conditional Diffusion Model with Graph Neural Network for Spatial Transcriptomics Data Imputation.

[BibT_eX]

[DOI]

CoRR, 2024

Inferring single-cell resolution spatial gene expression via fusing spot-based spatial transcriptomics, location, and histology using GCN.

[BibT_eX]

[DOI]

Briefings Bioinform., 2024

Multimodal contrastive learning for spatial gene expression prediction using histology images.

[BibT_eX]

[DOI]

Briefings Bioinform., 2024

SpaDiT: diffusion transformer for spatial gene expression prediction using scRNA-seq.

[BibT_eX]

[DOI]

Xiaoyu Li

Briefings Bioinform., 2024

sTPLS: identifying common and specific correlated patterns under multiple biological conditions.

[BibT_eX]

[DOI]

Jinyu Chen

Briefings Bioinform., 2024

stEnTrans: Transformer-Based Deep Learning for Spatial Transcriptomics Enhancement.

[BibT_eX]

[DOI]

Proceedings of the Bioinformatics Research and Applications - 20th International Symposium, 2024

Spatial Gene Expression Prediction from Histology Images with STco.

[BibT_eX]

[DOI]

Proceedings of the Bioinformatics Research and Applications - 20th International Symposium, 2024

Contrastive Masked Graph Autoencoders for Spatial Transcriptomics Data Analysis.

[BibT_eX]

[DOI]

Proceedings of the Bioinformatics Research and Applications - 20th International Symposium, 2024

BS-Diff: Effective Bone Suppression Using Conditional Diffusion Models From Chest X-Ray Images.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Globally Convergent Accelerated Algorithms for Multilinear Sparse Logistic Regression with ℓ<sub>0</sub>-Constraints.

[BibT_eX]

[DOI]

Weifeng Yang

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024

Polymorphic multi-head attention aggregation network for skin lesion segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

CCLNet: Causal and Contrastive Learning Framework for Enhanced Pulmonary Embolism Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

Pretrained-Guided Conditional Diffusion Models for Microbiome Data Analysis.

[BibT_eX]

[DOI]

Xinyuan Shi

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

High-Resolution Spatial Transcriptomics from Histology Images using HisToSGE.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

scASDC: Attention Enhanced Structural Deep Clustering for Single-cell RNA-seq Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

Masked Conditional Diffusion Model with GNN for Spatial Transcriptomics Data Imputation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

Masked adversarial neural network for cell type deconvolution in spatial transcriptomics.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

Masked Graph Autoencoders with Contrastive Augmentation for Spatially Resolved Transcriptomics Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

Multi-Slice Spatial Transcriptomics Data Integration Analysis with STG3Net.

[BibT_eX]

[DOI]

Donghai Fang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2023

TsImpute: an accurate two-step imputation method for single-cell RNA-seq data.

[BibT_eX]

[DOI]

Weihua Zheng

Shunfang Wang

Bioinform., December, 2023

Structured Sparse Non-Negative Matrix Factorization With $\ell _{2,0}$ℓ2,0-Norm.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., August, 2023

Precise Facial Landmark Detection by Reference Heatmap Transformer.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2023

An Accelerated Block Proximal Framework with Adaptive Momentum for Nonconvex and Nonsmooth Optimization.

[BibT_eX]

[DOI]

Weifeng Yang

CoRR, 2023

Weighted Sparse Partial Least Squares for Joint Sample and Feature Selection.

[BibT_eX]

[DOI]

Taosheng Xu

Chris Ding

CoRR, 2023

Multimodal attention-based variational autoencoder for clinical risk prediction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

TransVCOX: Bridging Transformer Encoder and Pre-trained VAE for Robust Cancer Multi-Omics Survival Analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

A Novel Sparse Graph-Regularized Singular Value Decomposition Model and Its Application to Genomic Data Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

2021

Group-Sparse SVD Models via $L_1$L1- and $L_0$L0-norm Penalties and their Applications in Biological Data.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

TSCCA: A tensor sparse CCA method for detecting microRNA-gene patterns from multiple cancers.

[BibT_eX]

[DOI]

PLoS Comput. Biol., 2021

Structured Sparse Non-negative Matrix Factorization with L20-Norm for scRNA-seq Data Analysis.

[BibT_eX]

[DOI]

CoRR, 2021

2019

Gene Functional Module Discovery via Integrating Gene Expression and PPI Network Data.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Computing Theories and Application, 2019

2018

Network-Regularized Sparse Logistic Regression Models for Clinical Risk Prediction and Biomarker Discovery.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2018

Prediction of drug-disease treatment relations based on positive and unlabeled samples.

[BibT_eX]

[DOI]

Guangsheng Wu

J. Intell. Fuzzy Syst., 2018

Group-sparse SVD Models and Their Applications in Biological Data.

[BibT_eX]

[DOI]

CoRR, 2018

Edge-group sparse PCA for network-guided high dimensional data analysis.

[BibT_eX]

[DOI]

Bioinform., 2018

2017

Sparse Weighted Canonical Correlation Analysis.

[BibT_eX]

[DOI]

CoRR, 2017

2016

L0-norm Sparse Graph-regularized SVD for Biclustering.

[BibT_eX]

[DOI]

Shi-Hua Zhang

CoRR, 2016

2015

A neurodynamic framework for local community extraction in networks.

[BibT_eX]

[DOI]

Guanghua Hu