个人信息

齐忍，博士，预聘助理教授/特别副研究员，硕士生导师。2022年于天津大学获得博士学位，博士期间于美国俄亥俄州立大学（The Ohio State University）联合培养一年。2024年于电子科技大学博士后出站，同年加入环球360游戏在线注册。主持国家自然科学基金面上项目、青年科学基金项目。发表SCI-1区、CCF-A类等高水平论文10余篇。担任《Current Bioinformatics》编委，IEEE International Conference on Bioinformatics and Biomedicine (BIBM) PC。担任 Briefings in Bioinformatics，Frontiers of Computer Science等SCI期刊审稿人。主要研究方向包括药物反应预测、单细胞数据分析、机器学习、生物信息学。

科研方向

生物信息学、药物研究、单细胞数据分析、自然语言处理

代表性学术成果

1. Ren Qi, Shujia Liu, Xingqi Hui, Alexey K Shaytan, Bin Liu.AI in drug development: advances in response, combination therapy, repositioning and molecular design [J]. SCIENCE CHINA Information Sciences. 2025.(中科院SCI-1区，CCF A)

2. Ren Qi, Anjun Ma, Qin Ma, Quan Zou. Clustering and classification methods for single-cell RNA-sequencing data [J]. Briefings in Bioinformatics . 2020, 21(4): 1196-1208.(中科院SCI-1区, TOP, IF=11.622)

3. 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 [J]. Briefings in Bioinformatics , 2021, 22(4): bbaa216. (中科院SCI-1区, TOP,IF=11.622)

4. Ren Qi, Quan Zou. Trends and Potential of Machine Learning and Deep Learning Techniques in Drug Study at Single-cell Level [J]. Research, 2023, 6:0050. (中科院SCI-1区, IF=11.036)

5. Mengting Niu, Chunyu Wang, Yaojia Chen, Quan Zou, Ren Qi*, Lei Xu*. CircRNA Identification and Feature Interpretability Analysis [J]. BMC Biology , 2024, 22:44.(中科院SCI-1区, TOP, IF=7.1，通讯作者)

6. Zhecheng Zhou, Linlin Zhuo*, Xiangzheng Fu*, Juan Lv, Quan Zou, Ren Qi*. Joint masking and self-supervised strategies for inferring small molecule-miRNA associations [J]. Molecular Therapy: Nucleic Acid , 2024,35(1): 102103. (中科院SCI-2区, TOP, IF=10.183，通讯作者)

7. Ren Qi, Zehua Zhang, Jin Wu, Lijun Dou, Lei Xu, Yue Cheng. A new method for handling heterogeneous data in bioinformatics [J]. Computers in Biology and Medicine, 2024, 170: 107937. (中科院SCI-1区, TOP, IF=7.7)

8. Ren Qi, Quan Zou. Special Protein or RNA Molecules Computational Identification [J]. International Journal of Molecular Sciences, 2023, 24(14):11312.(中科院SCI-2区,IF=6.2)

9. 齐 忍, 朱鹏飞, 梁建青. 混杂数据的多核几何平均度量学习[J]. 软件学报, 2017, 28(11):2992-3001. (CCF-A类期刊，2017年中国机器学习会议最佳学生论文奖).

10. Ren Qi, Fei Guo, Quan Zou. String kernels construction and fusion: a survey with bioinformatics application [J]. Frontiers of Computer Science , 2022,16(6):166904. (CCF-B类期刊, IF=4.2)

11. Mingshuai Chen, Quan Zou, Ren Qi*, Yijie Ding*. PseU-KeMRF: A novel method for identifying RNA pseudouridine sites[J]. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2024. (CCF-B类期刊, 通讯作者）

12. 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.(CCF A类会议)

13. Ren Qi, Quan Zou. Editorial: Machine learning methods in single-cell immune and drug response prediction [J]. Frontiers in Genetics , 2023, 14:1233078. (中科院SCI, IF=4.772)

14. Ren Qi, Arun Kumar Sangaiah, Dariusz Mrozek, Quan Zou. Machine Learning Techniques on Gene Function Prediction Volume II [J]. Frontiers in Genetics ,2022, 13:949285. (中科院SCI, IF=4.772)

15. 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[J]. Nature Communications , 2021,12(1):1-11. (Nature子刊，SCI-1区，TOP，IF=12.121)

承担科研情况

1.国家自然科学基金面上项目，基于单细胞多组学数据的细胞-药物反应预测深度强化学习模型的构建与研究，项目负责人。

2. 国家自然科学基金青年科学基金项目，基于单细胞测序数据的药物反应预测研究，项目负责人。

3. 浙江省博士后基金择优资助项目一等资助，精准医疗中单细胞测序数据分析方法的开发及应用，项目负责人。

所获奖励

2024年 ACM SIGBIO China 新星奖

2023年 海南省科学技术奖自然科学奖三等奖（排名第二）

2019年 天津市硕士研究生优秀学位论文奖

2017年 中国机器学习会议最佳学生论文奖

社会兼职

《Current Bioinformatics》Editorial Board Member

IEEE International Conference on Bioinformatics and Biomedicine (BIBM) PC

备注

每年招收硕士生2名，欢迎坐得住、想得开、有计算机相关专业背景的学生报考！联系方式：rqi@bliulab.net.