July 2020 – Now, Professor, Xinjiang Technical Institute of Physics and Chemistry, Chinese Academy of Sciences
July 2015 – June 2020, Associate Professor, School of Computer Science and Artificial Intelligence, Wuhan University of Technology
Feb. 2011 – May 2015, Ph.D., Department of Computing, Hong Kong Polytechnic University
Sept. 2007 – Oct. 2008, M.S., Department of Computing, Hong Kong Polytechnic University
Sept. 2002 – July 2006, B.S., School of Artificial Intelligence and Automation, Huazhong University of Technology
Research Interests:
Dr. Hu′s research interests focus on Machine Learning, Complex Network Analytics and their applications in Bioinformatics.
Main Honor:
2021 High-level Experts of Xinjiang
2020 Outstanding Youth Science and Technology Talents of Xinjiang
Representative Publications:
1. Lun Hu, Shicheng Yang, Xin Luo, and MengChu Zhou. An algorithm of inductively identifying clusters from attributed graphs. IEEE Transactions on Big Data, 2022, 8(2): 523-534.
2. Lun Hu, Sicheng Yang, Xin Luo, MengChu Zhou, and Huaqiang Yuan. A Distributed Framework for Large-scale Protein-protein Interaction Data Analysis and Prediction Using MapReduce. IEEE/CAA Journal of Automatica Sinica, 2022, 9(1):160-172.
3. Bowei Zhao, Lun Hu (Corresponding author), Zhu-Hong You, Lei Wang, and Xiaorui Su. HINGRL: Predicting Drug-disease Associations with Graph Representation Learning on Heterogeneous Information Networks, Briefings in Bioinformatics, 2022, 23(1): bbab515. IF=11.622,中科院JCR分区一区
4. Xiaorui Su, Lun Hu (Corresponding author), Zhu-Hong You, Lei Wang, and Bowei Zhao. A Deep Learning Method for Repurposing Antiviral Drugs Against New Viruses via Multi-view Non-negative Matrix Factorization and Its Application to SARS-CoV-2. Briefings in Bioinformatics, 2022, 23(1): bbab526.
5. Lun Hu, Xiangyu Pan, Zehai Tan, and Xin Luo. A Fast Fuzzy Clustering Algorithm for Complex Networks via a Generalized Momentum Method, IEEE Transactions on Fuzzy Systems, 2021, DOI: 10.1109/TFUZZ.2021.3117442.
6. Xin Luo, Yue Zhou, Zhigang Liu, Lun Hu (Corresponding author), and MengChu Zhou. Generalized Nesterov’s Acceleration-incorporated, Non-negative and Adaptive Latent Factor Analysis, IEEE Transactions on Services Computing, 2021, DOI: 10.1109/TSC.2021.3069108.
7. Lun Hu, Jun Zhang, Xiangyu Pan, Xin Luo, and Huaqiang Yuan. An Effective Link-based Clustering Algorithm for Detecting Overlapping Protein Complexes in Protein-protein Interaction Networks. IEEE Transactions on Network Science and Engineering, 2021, 8(4):3275-3289.
8. Lun Hu, Xiaojuan Wang, Pengwei Hu, Yu-An Huang, and Zhu-Hong You. A survey on computational models for predicting protein–protein interactions, Briefings in Bioinformatics, 2021, 22(5): bbab036.
9. Lun Hu, Jun Zhang, Xiangyu Pan, Hong Yan, and Zhu-Hong You. HiSCF: leveraging higher-order structures for clustering analysis in biological networks. Bioinformatics, 2021, 37(4): 542-550.
10. Lun Hu, Keith C. C. Chan, Xiaohui Yuan, and Shengwu Xiong. A variational Bayesian framework for cluster analysis in a complex network. IEEE Transactions on Knowledge and Data Engineering, 2020, 32(11): 2115-2128.