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Ruiqing Zheng
Ruiqing Zheng
School of Computer Science and Engineering, Central South University
Verified email at csu.edu.cn
Title
Cited by
Year
A data-driven clustering recommendation method for single-cell RNA-sequencing data
Y Tian, R Zheng, Z Liang, S Li, FX Wu, M Li
Tsinghua Science and Technology 26 (5), 772-789, 2021
312021
A deep matrix factorization based approach for single-cell RNA-seq data clustering
Z Liang, R Zheng, S Chen, X Yan, M Li
Methods 205, 114-122, 2022
32022
A novel method of gene regulatory network structure inference from gene knock-out expression data
X Chen, M Li, R Zheng, S Zhao, FX Wu, Y Li, J Wang
Tsinghua Science and Technology 24 (4), 446-455, 2019
262019
A posterior probability based Bayesian method for single-cell RNA-seq data imputation
S Chen, R Zheng, L Tian, FX Wu, M Li
Methods, 2023
22023
A robust single cell clustering method based on subspace learning and partial imputation
R Zheng, Z Liang, X Meng, Y Tian, M Li
2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2020
12020
A single cell potency inference method based on the local cell-specific network entropy
Z Xu, R Zheng, Y Chen, E Wang, M Li
2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2022
12022
An adaptive sparse subspace clustering for cell type identification
R Zheng, Z Liang, X Chen, Y Tian, C Cao, M Li
Frontiers in genetics 11, 407, 2020
222020
An ensemble method to reconstruct gene regulatory networks based on multivariate adaptive regression splines
R Zheng, M Li, X Chen, S Zhao, FX Wu, Y Pan, J Wang
IEEE/ACM transactions on computational biology and bioinformatics 18 (1 …, 2019
202019
Association of germline variants in natural killer cells with tumor immune microenvironment subtypes, tumor-infiltrating lymphocytes, immunotherapy response, clinical outcomes …
X Xu, J Li, J Zou, X Feng, C Zhang, R Zheng, W Duanmu, A Saha-Mandal, ...
JAMA network open 2 (9), e199292-e199292, 2019
442019
BayesImpute: a Bayesian imputation method for single-cell RNA-seq data
S Chen, R Zheng, L Tian, FX Wu, M Li
2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2022
2022
BiXGBoost: a scalable, flexible boosting-based method for reconstructing gene regulatory networks
R Zheng, M Li, X Chen, FX Wu, Y Pan, J Wang
Bioinformatics 35 (11), 1893-1900, 2019
672019
Bubble: a fast single-cell RNA-seq imputation using an autoencoder constrained by bulk RNA-seq data
S Chen, X Yan, R Zheng, M Li
Briefings in Bioinformatics 24 (1), bbac580, 2023
82023
CAKE: a flexible self-supervised framework for enhancing cell visualization, clustering and rare cell identification
J Liu, W Zeng, S Kan, M Li, R Zheng
Briefings in Bioinformatics 25 (1), bbad475, 2024
32024
CellBRF: a feature selection method for single-cell clustering using cell balance and random forest
Y Xu, HD Li, CX Lin, R Zheng, Y Li, J Xu, J Wang
Bioinformatics 39 (Supplement_1), i368-i376, 2023
42023
CLAIRE: contrastive learning-based batch correction framework for better balance between batch mixing and preservation of cellular heterogeneity
X Yan, R Zheng, F Wu, M Li
Bioinformatics 39 (3), btad099, 2023
22023
Complex brain network analysis and its applications to brain disorders: a survey
J Liu, M Li, Y Pan, W Lan, R Zheng, FX Wu, J Wang
Complexity 2017, 2017
1692017
D3GRN: a data driven dynamic network construction method to infer gene regulatory networks
X Chen, M Li, R Zheng, FX Wu, J Wang
BMC genomics 20, 1-8, 2019
92019
DeepCI: a deep learning based clustering method for single cell RNA-seq data
Z Liang, R Zheng, S Chen, X Yan, M Li
2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2021
42021
DeepDSC: a deep learning method to predict drug sensitivity of cancer cell lines
M Li, Y Wang, R Zheng, X Shi, Y Li, FX Wu, J Wang
IEEE/ACM transactions on computational biology and bioinformatics 18 (2 …, 2019
1062019
DPCMNE: detecting protein complexes from protein-protein interaction networks via multi-level network embedding
X Meng, J Xiang, R Zheng, FX Wu, M Li
IEEE/ACM Transactions on Computational Biology and Bioinformatics 19 (3 …, 2021
382021
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Articles 1–20