Xiaoping Liu

Orcid: 0000-0002-3246-4227

Affiliations:
  • University of Chinese Academy of Sciences, Hangzhou Institute for Advanced Study, Beijing, China
  • Shandong University, School of Mathematics and Statistics, Weihai, China (2017-2020)
  • University of Tokyo, Institute of Industrial Science, Japan (2012 - 2017)
  • Chinese Academy of Sciences, Shanghai Institutes for Biological Sciences, China (2012 - 2016)
  • Shanghai University, Institute of System Biology, China (PhD 2012)


According to our database1, Xiaoping Liu authored at least 14 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Spatially contrastive variational autoencoder for deciphering tissue heterogeneity from spatially resolved transcriptomics.
Briefings Bioinform., January, 2024

2022
Identifying network biomarkers of cancer by sample-specific differential network.
BMC Bioinform., 2022

Transcriptome analysis method based on differential distribution evaluation.
Briefings Bioinform., 2022

2021
FEGS: a novel feature extraction model for protein sequences and its applications.
BMC Bioinform., 2021

Disease characterization using a partial correlation-based sample-specific network.
Briefings Bioinform., 2021

2020
Quantifying Direct Dependencies in Biological Networks by Multiscale Association Analysis.
IEEE ACM Trans. Comput. Biol. Bioinform., 2020

2018
Feature selection of gene expression data for Cancer classification using double RBF-kernels.
BMC Bioinform., 2018

2017
Quantifying critical states of complex diseases using single-sample dynamic network biomarkers.
PLoS Comput. Biol., 2017

Detecting causality from short time-series data based on prediction of topologically equivalent attractors.
BMC Syst. Biol., 2017

2016
Big-data-based edge biomarkers: study on dynamical drug sensitivity and resistance in individuals.
Briefings Bioinform., 2016

2014
The Dynamics of DNA Methylation Covariation Patterns in Carcinogenesis.
PLoS Comput. Biol., 2014

Identifying critical transitions of complex diseases based on a single sample.
Bioinform., 2014

2013
<i>eFG</i>: an electronic resource for <i>Fusarium graminearum</i>.
Database J. Biol. Databases Curation, 2013

2012
Identifying disease genes and module biomarkers by differential interactions.
J. Am. Medical Informatics Assoc., 2012


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