Xiaotai Huang
This page is a disambiguation page, it actually contains multiple papers from persons of the same or a similar name.
Bibliography
2025
DisGeNet: a disease-centric interaction database among diseases and various associated genes.
Database J. Biol. Databases Curation, 2025
NetCell: A Network-Based Approach to Identify Disease Associations of Individual Cells.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025
DCAM: A Deep Context-Aware Model for Predicting the Function of Genomic Regulatory Regions.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025
Functional Module Identification in Spatial Cellular Communication Networks via Variational Graph Autoencoder.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025
2024
DeepGRNCS: deep learning-based framework for jointly inferring gene regulatory networks across cell subpopulations.
Briefings Bioinform., July, 2024
2022
Canary: an automated tool for the conversion of MaCH imputed dosage files to PLINK files.
BMC Bioinform., 2022
Reconstruction of human protein-coding gene functional association network based on machine learning.
Briefings Bioinform., 2022
IMRDriver: coding and non-coding cancer driver genes identification based on network propagation.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022
Predicting the functional effects of human non-coding variants based on stacking ensemble learning.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022
2018
Database J. Biol. Databases Curation, 2018
Viewing the Meso-Scale Structures in Protein-Protein Interaction Networks Using 2-Clubs.
IEEE Access, 2018
2017
Multiple network algorithm for epigenetic modules via the integration of genome-wide DNA methylation and gene expression data.
BMC Bioinform., 2017
Inference of cellular level signaling networks using single-cell gene expression data in Caenorhabditis elegans reveals mechanisms of cell fate specification.
Bioinform., 2017
2015
Gene regulatory effects inference for cell fate determination based on single-cell resolution data.
Proceedings of the 2015 International Conference on Machine Learning and Cybernetics, 2015