Name

Shichao Liu

Title

Lecturer

Institute

College of Informatics, Huazhong Agricultural   University

Address

No.1   Shizishan Street, Hongshan District, Wuhan 430070, China

Email

scliu@mail.hzau.edu.cn,

 ORCID: http://orcid.org/0000-0001-7217-4462

Fax

86+02787288509

Research Interest

My main interests include machine learning and bioinformatics. 

We use machine learning approaches and network representation learning methods to model biomedical big data for reaction prediction, attributed data classification and high dimensional data visualization.

Academic activities

I have served as a reviewer for Briefings   in Bioinformatics、Mathematical   Problems in Engineering、Chinese   Journal of computers、ICDM、KSEM.

Education and research experience

Representative publications（*for corresponding authors, # for first authors）

[1] Yifan Deng, Xinran Xu, Yang Qiu, Jingbo Xia, Wen Zhang* and Shichao Liu*. A multimodal deep   learning framework for predicting drug-drug interaction events[J].   Bioinformatics, 2020. (SCI，IF = 4.531)

[2] Feng Huang, Yang   Qiu, Qiaojun Li, Shichao Liu* and Fuchuan Ni*. Predicting Drug-Disease   Associations via Multi-Task Learning Based on Collective Matrix   Factorization, Frontiers in Bioengineering and Biotechnology, 2020, 8(218). (SCI，IF = 5.122)

[3] Yang Zhang, Yang   Qiu, Yuxin Cui, Shichao Liu* and Wen Zhang*. Predicting Drug-drug   Interactions using Multi-modal Deep Auto-encoders based Network Embedding and   Positive-unlabeled Learning[J]. Methods, 2020. (SCI，IF = 3.782)

[4] Shichao Liu^#,   Ziyang Huang, Yang Qiu, Yi-Ping Phoebe Chen, and Wen Zhang. Structural   Network Embedding using Multi-modal Deep Auto-encoders for Predicting   Drug-drug Interactions, 2019 IEEE International Conference on Bioinformatics   and Biomedicine (BIBM), November 18-21, 2019, San Diego, CA, USA, pp:   445-450.

[5] Shichao Liu^#,   Shuangfei Zhai, Lida Zhu, Fuxi Zhu, Zhongfei Mark Zhang, Wen Zhang. Efficient   Network Representations Learning: An Edge-Centric   Perspective[C]//International Conference on Knowledge Science, Engineering   and Management. Springer, Cham, 2019: 373-388.

[6] Shichao Liu^#,   Fuxi Zhu, Huajun Liu, Zhiqiang Du. A Core Leader Based Label Propagation   Algorithm for Community Detection, China Communications, 2016,13(12):97~106. (SCI，IF = 1.882)