Ph.D, Assistant Professor, Special Associate Research Fellow
School of Computer Science
Beijing Institute of Technology
Address:
Beijing Institute of Technology, Beijing, 100081
Email:
[email protected]
Jun.2024 - present: Assistant Professor, School of Computer Science, Beijing Institute of Technology
Mar.2022 - Mar.2024: Postdocter, University of Electronic Science and Technology of China
Mar.2022 - Mar.2024: Postdocter, Yangtze Delta Region Institute(Quzhou), University of Electronic Science and Technology of China
Dec.2019-Dec.2020: Visitor, Department of Biomedical Informatics, College of Medicine, The Ohio State University, USA
Ren Qi
, Quan Zou.
Trends and Potential of Machine Learning and Deep Learning Techniques in Drug Study at Single-cell Level.
Research, 2023, doi: 10.34133/research.0050.
(SCI-1, IF 2022=11.036)
Ren Qi
, Anjun Ma, Qin Ma, Quan Zou.
Clustering and classification methods for single-cell RNA-sequencing data.
Briefings in Bioinformatics, 2020, 21(4): 1196-1208.
(SCI-1, IF 2020=11.622)
Ren Qi#
, Jin Wu#, Fei Guo, Lei Xu, Quan Zou.
A spectral clustering with self-weighted multiple kernel learning method for single-cell RNA-seq data.
Briefings in Bioinformatics, 2021, 22(4), bbaa216.
(SCI-1, IF 2021=11.622)
Ren Qi
, Zehua Zhang, Jin Wu, Lijun Dou, Lei Xu, Yue Cheng.
A new method for handling heterogeneous data in bioinformatics.
Computers in Biology and Medicine, 2024, 170: 107937.
(SCI-1, TOP, IF 2023=7.7)
Ren Qi
, Quan Zou.
Special Protein or RNA Molecules Computational Identification
. International Journal of Molecular Sciences, 2023, 24(14):11312.
(SCI-2,IF=6.2)
Ren Qi
, Arun Kumar Sangaiah, Dariusz Mrozek, Quan Zou.
Machine Learning Techniques on Gene Function Prediction Volume II.
Frontiers in Genetics, 2022, 13:949285.
(SCI-3, IF 2022=4.772)
Ren Qi
, Quan Zou.
Editorial: Machine learning methods in single-cell immune and drug response prediction.
Frontiers in Genetics , 2023, 14:1233078.
(SCI-3, IF 2023=4.772)
齐忍
, 朱鹏飞, 梁建青.混杂数据的多核几何平均度量学习.软件学报，2017, 28(11):2992-3001.
(中文核心期刊)
Zhecheng Zhou, Linlin Zhuo*, Xiangzheng Fu*, Juan Lv, Quan Zou,
Ren Qi*
.
Joint masking and self-supervised strategies for inferring small molecule-miRNA associations
. Molecular Therapy: Nucleic Acid , 2024,35(1): 102103.
(SCI-2, TOP, IF 2023=10.183)
Mengting Niu, Chunyu Wang, Yaojia Chen, Quan Zou,
Ren Qi*
, Lei Xu*.
CircRNA Identification and Feature Interpretability Analysis
. BMC Biology , 2024, 22:44.
(SCI-1, TOP, IF=7.1)
Mingshuai Chen, Quan Zou,
Ren Qi*
, Yijie Ding*.
PseU-KeMRF: A novel method for identifying RNA pseudouridine sites.
IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2024.
(TCBB, CCF-B, IF 2022=3.702)
Pengfei Zhu,
Ren Qi
, Qinghua Hu, Qilong Wang, Changqing Zhang, Liu Yang.
Beyond similar and dissimilar relations: a kernel regression formulation for metric learning.
Twenty-Seventh International Joint Conference on Artificial Intelligence(IJCAI), 2018, doi:10.24963/ijcai.2018/450.
(CCF-A)
Juexin Wang, Anjun Ma, Yuzhou Chang, Jianting Gong, Yuexu Jiang,
Ren Qi
, et al.
scGNN: a novel graph neural network framework for single-cell RNA-Seq analyses.
Nature Communications, 2021,12(1):1-11.
(SCI-1, IF 2021=12.121)
Bin Yu, Chen Chen,
Ren Qi
, Ruiqing Zheng, Patrick J. Lawrence,et al.
scGMAI: a Gaussian mixture model for clustering single-cell RNA-Seq data based on deep autoencoder.
Briefings in Bioinformatics, 2021,22(4):bbaa316.
(SCI-1, IF 2021=11.622)
Jing Jiang#, Cankun Wang#,
Ren Qi
, Hongjun Fu, Qin Ma.
scREAD: a single-cell RNA-Seq database for Alzheimer's Disease.
iScience, 2020,23(11):101769.
(SCI-2, IF 2020=5.458)
Xiaolin Wang, Hongli Gao,
Ren Qi
, Ruiqing Zheng, Xin Gao, and Bin Yu.
scBKAP: a clustering model for single-cell RNA-Seq data based on bisecting K-means.
IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2022: 1-10.
(TCBB, CCF-B, IF 2022=3.702)
