Xiao-Tai Huang

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 5

Top Topics

Ensemble Learning

Caenorhabditis Elegans

Gene Regulatory

Gene Expression

Top Venues

Briefings Bioinform.

Publications

Yahui Lei, Xiao-Tai Huang, Xingli Guo, Kei Hang Katie Chan, Lin Gao
DeepGRNCS: deep learning-based framework for jointly inferring gene regulatory networks across cell subpopulations. Briefings Bioinform. 25 (4) (2024)
Song Wang, Xiao-Tai Huang, Kei Hang Katie Chan, Lin Gao
IMRDriver: coding and non-coding cancer driver genes identification based on network propagation. BIBM (2022)
Zepeng Liu, Xiao-Tai Huang, Kei Hang Katie Chan, Lin Gao
Predicting the functional effects of human non-coding variants based on stacking ensemble learning. BIBM (2022)
Xiao-Tai Huang, Yuan Zhu, Leanne Lai Hang Chan, Zhongying Zhao, Hong Yan
Inference of cellular level signaling networks using single-cell gene expression data in Caenorhabditis elegans reveals mechanisms of cell fate specification. Bioinform. 33 (10) (2017)
Xiaoke Ma, Zaiyi Liu, Zhongyuan Zhang, Xiao-Tai Huang, Wanxin Tang
Multiple network algorithm for epigenetic modules via the integration of genome-wide DNA methylation and gene expression data. BMC Bioinform. 18 (1) (2017)
Xiao-Tai Huang, Leanne Lai Chan, Zhongying Zhao, Hong Yan
Gene regulatory effects inference for cell fate determination based on single-cell resolution data. ICMLC (2015)