Academic Experience
(2018/09 - 2020/06)
Undergraduate, School of Electronic and Information Engineering of USTS.
(2020/09 - 2023/06)
Postgradute, School of Electronic and Information Engineering of USTS.
(2021/09 - 2022/12)
As a visiting student studying in Prof.Fei Guo's lab in the CSU.
(2023/09 - Today)
PhD candidate, Institute of Fundamental and Frontier Sciences of UESTC.
(2024/12 - Today)
Visiting students, School of Physical and Mathematical Sciences of NTU.
Research Interests
Bioinformatics and data mining (drug side effects, protein function)
Machine learning (kernel method,multi-view fusion,matrix factorization)
Publications
Yuqing Qian, Yizheng Wang, Junkai Liu, Quan Zou, Yijie Ding, Xiaoyi Guo, Weiping Ding. (2024). A survey on multi-view fusion for predicting links in biomedical bipartite networks: Methods and applications. Information Fusion, DOI:https://doi.org/10.1016/j.inffus.2024.102894.
Yuqing Qian, Quan Zou, Mengyuan Zhao, Yi Liu, Fei Guo, Yijie Ding. (2024). scRNMF: An imputation method for single-cell RNA-seq data by robust and non-negative matrix factorization. PLOS Computational Biology, DOI:https://doi.org/10.1371/journal.pcbi.1012339.
Yuqing Qian, Ziyu Zheng, Prayag Tiwari, Yijie Ding, Quan Zou. (2024). Multiple Kronecker RLS fusion-based link propagation for drug-side effect prediction. Transactions on Machine Learning Research, 2835-8856, Online.
Yuqing Qian, Yijie Ding, Quan Zou, Fei Guo. (2022). Identification of drug-side effect association via restricted Boltzmann machines with penalized term. Briefings in Bioinformatics, 23(6), bbac458.
Yuqing Qian, Yijie Ding, Quan Zou, Fei Guo. (2022). Multi-View Kernel Sparse Representation for Identification of Membrane Protein Types. IEEE/ACM Transactions on Computational Biology and Bioinformatics.
Yuqing Qian., Limin Jiang, Yijie Ding, Jijun Tang, Fei Guo. (2021). A sequence-based multiple kernel model for identifying DNA-binding proteins. BMC bioinformatics, 22(3), 1-18.