Rui Liu

Orcid: 0000-0002-4547-8695

Affiliations:
  • South China University of Technology, School of Mathematics, Guangzhou, China
  • University of Tokyo, Laboratories for Mathematics, Lifesciences, and Informatics, Japan (2010 - 2012)
  • Peking University, School of Mathematical Sciences, Beijing, China (PhD 2010)


According to our database1, Rui Liu authored at least 22 papers between 2010 and 2023.

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Timeline

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Bibliography

2023
SPNE: sample-perturbed network entropy for revealing critical states of complex biological systems.
Briefings Bioinform., March, 2023

2022
Identifying the critical state of complex biological systems by the directed-network rank score method.
Bioinform., December, 2022

Vec2image: an explainable artificial intelligence model for the feature representation and classification of high-dimensional biological data by vector-to-image conversion.
Briefings Bioinform., 2022

Identifying the critical states of complex diseases by the dynamic change of multivariate distribution.
Briefings Bioinform., 2022

TPD: a web tool for tipping-point detection based on dynamic network biomarker.
Briefings Bioinform., 2022

2021
scGET: Predicting Cell Fate Transition During Early Embryonic Development by Single-cell Graph Entropy.
Genom. Proteom. Bioinform., 2021

Spatiotemporal convolutional network for time-series prediction and causal inference.
CoRR, 2021

2020
Bifurcations of Solitary Waves of a Simple Equation.
Int. J. Bifurc. Chaos, 2020

Multi-step-ahead Prediction from Short-term Data by Delay-embedding-based Forecast Machine.
CoRR, 2020

Single-sample landscape entropy reveals the imminent phase transition during disease progression.
Bioinform., 2020

Corrigendum to: Single-sample landscape entropy reveals the imminent phase transition during disease progression.
Bioinform., 2020

2019
Bifurcations and Exact Solutions in a Nonlinear Wave Equation.
Int. J. Bifurc. Chaos, 2019

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

2016
Detecting critical state before phase transition of complex biological systems by hidden Markov model.
Bioinform., 2016

2015
NLP based congestive heart failure case finding: A prospective analysis on statewide electronic medical records.
Int. J. Medical Informatics, 2015

Some new nonlinear wave solutions for two (3+1)-dimensional equations.
Appl. Math. Comput., 2015

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

Detecting tissue-specific early warning signals for complex diseases based on dynamical network biomarkers: study of type 2 diabetes by cross-tissue analysis.
Briefings Bioinform., 2014

CSF protein dynamic driver network: At the crossroads of brain tumorigenesis.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

2013
Dynamical network biomarkers for identifying critical transitions and their driving networks of biologic processes.
Quant. Biol., 2013

Some Common Expressions and New bifurcation Phenomena for nonlinear Waves in a generalized mKdV equation.
Int. J. Bifurc. Chaos, 2013

2010
Coexistence of Multifarious Exact Nonlinear Wave Solutions for Generalized B-equation.
Int. J. Bifurc. Chaos, 2010


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