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Position in International Organization

  • Hu Lun  / 
  • Education:
    Direction:  
  • E-mail: hulun@ms.xjb.ac.cn
    Postal Code: 830011
  • Address: Technical Institute of Physics & Chemistry Chinese Academy of Sciences 40-1 South Beijing Road Urumqi, Xinjiang 830011 China
Resume

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 Nesterovs 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. 

Commitment to research the situation

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 Nesterovs 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. 

(86) 991-3838931
lhskj@ms.xjb.ac.cn
(86)991-3838957
40-1 Beijing Road Urumqi, XinjiangChina