主要代表文章如下：

1、Tianzhou Yang#, Li Zhang#, Liwei Yi, Huawei Feng, Shimeng Li, Haoyu Chen, Junfeng Zhu, Jian Zhao, Yingyue Zeng, Hongsheng Liu. Ensemble Learning Models Based on Noninvasive Features for Type 2 Diabetes Screening: Model Development and Validation. JMIR Medical Informatics. 2020, 8(6): e15431.

2、Miao Liu#, Li Zhang#, Shimeng Li, Tianzhou Yang, Lili Liu, Jian Zhao, Hongsheng Liu*. Prediction of hERG potassium channel blockage using ensemble learning methods and molecular fingerprints. Toxicology Letters. 2020, 332: 88-96.

3、Huawei Feng#,Li Zhang#, Haixin Ai, Xingang Zhang, Shimeng Li, Tianzhou Yang, Jian Zhao, Mengyuan Qi, Hongsheng Liu. Ocular bacterial signatures of exophthalmic disease in farmed turbot (Scophthalmus maximus). Aquaculture Research. 2020, 51: 2303-2313.

4、Ming Zhang#,Li Zhang#,Hongsheng Liu*. A New Comprehensive Index for Evaluating the Quality of Infant Formula under the Framework of Chinese Food Standards. Current Bioinformatics. 2019, 14(8): 698-708.

5、Li Zhang#, Hui Zhang#, Haixin Ai, Huan Hu, Shimeng Li, Jian Zhao, and Hongsheng Liu*. Applications of Machine Learning Methods in Drug Toxicity Prediction. Current topics in medicinal chemistry, 2018. 18(12): p. 987-997.

6、 Huan Hu#, Li Zhang#, Haixin Ai, Hui Zhang, Yetian Fan, Qi Zhao, and Hongsheng Liu, HLPI-Ensemble: Prediction of human lncRNA-protein interactions based on ensemble strategy. RNA biology, 2018. 15(6): p. 797-806.

7、Haixin Ai#, Li Zhang#, Jikuan Zhang, Tong Cui, K. Chang Alan, and Hongsheng Liu, Discrimination of Thermophilic and Mesophilic Proteins Using Support Vector Machine and Decision Tree. Current Proteomics, 2018. 15(5): p. 374-383.

8、Li Zhang#, Haixin Ai#, Shimeng Li, Mengyuan Qi, Jian Zhao, Qi Zhao, and Hongsheng Liu, Virtual screening approach to identifying influenza virus neuraminidase inhibitors using molecular docking combined with machine-learning-based scoring function. Oncotarget, 2017. 8(47): p. 83142-83154.

9、Li Zhang#, Haixin Ai#, Wen Chen, Zimo Yin, Huan Hu, Junfeng Zhu, Jian Zhao, Qi Zhao, and Hongsheng Liu, CarcinoPred-EL: Novel models for predicting the carcinogenicity of chemicals using molecular fingerprints and ensemble learning methods. Scientific Reports, 2017. 7(1): p. 2118.(ESI高被引论文)