Cheng Liang

Jinan, 250358, China

Last Updated: 09/26/2026

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Found 60 publications

Accurate delineation of cellular niches via integrated spatial transcriptomics and histological imaging with SYMOL.

Accurate delineation of cellular niches via integrated spatial transcriptomics and histological imaging with SYMOL.

Journal: Genome research

Published: October 29, 2025

MultiPert: An adversarial alignment and dual attention framework for single-cell multi-omics perturbation prediction.

MultiPert: An adversarial alignment and dual attention framework for single-cell multi-omics perturbation prediction.

Journal: PLoS computational biology

Published: September 26, 2025

A sequence knowledge-guided deep learning method for single-cell multi-omics translation.

A sequence knowledge-guided deep learning method for single-cell multi-omics translation.

Journal: Genome biology

Published: August 20, 2025

scMSDA: A Novel Multi-View Fusion Framework for Single-Cell RNA-seq Data Clustering with Semantic and Distribution Alignment.

scMSDA: A Novel Multi-View Fusion Framework for Single-Cell RNA-seq Data Clustering with Semantic and Distribution Alignment.

Journal: Interdisciplinary sciences, computational life sciences

Published: July 10, 2025

Classification of virulence factors based on dual-channel neural networks with pre-trained language models.

Classification of virulence factors based on dual-channel neural networks with pre-trained language models.

Journal: PloS one

Published: June 27, 2025

Antimicrobial peptide prediction based on contrastive learning and gated convolutional neural network.

Antimicrobial peptide prediction based on contrastive learning and gated convolutional neural network.

Journal: Scientific reports

Published: June 09, 2025

Hybrid Encoding and Adaptive Guidance for Enhanced Single-Cell Multi-omics Clustering.

Hybrid Encoding and Adaptive Guidance for Enhanced Single-Cell Multi-omics Clustering.

Journal: Interdisciplinary sciences, computational life sciences

Published: April 10, 2025

Accurate prediction of virulence factors using pre-train protein language model and ensemble learning.

Accurate prediction of virulence factors using pre-train protein language model and ensemble learning.

Journal: BMC genomics

Published: March 25, 2025

Cancer survival prediction based on soft-label guided contrastive learning and global feature fusion.

Cancer survival prediction based on soft-label guided contrastive learning and global feature fusion.

Journal: Bioinformatics (Oxford, England)

Published: February 25, 2025

stGNN: Spatially Informed Cell-Type Deconvolution Based on Deep Graph Learning and Statistical Modeling.

stGNN: Spatially Informed Cell-Type Deconvolution Based on Deep Graph Learning and Statistical Modeling.

Journal: Interdisciplinary sciences, computational life sciences

Published: January 02, 2025

High-order correlation and consistency-aware multi-view clustering via anchor graph learning.

High-order correlation and consistency-aware multi-view clustering via anchor graph learning.

Journal: Neural networks : the official journal of the International Neural Network Society

Published: January 02, 2025

PCLSurv: a prototypical contrastive learning-based multi-omics data integration model for cancer survival prediction.

PCLSurv: a prototypical contrastive learning-based multi-omics data integration model for cancer survival prediction.

Journal: Briefings in bioinformatics

Published: December 17, 2024

Showing 1-12 of 60

Last Updated: 09/26/2026