Lizhi Liu, Shanfeng Zhu, "Computational methods for prediction of human protein-phenotype associations: a review", Phenomics, 2021, 1: 171-185. [link]
Junning Gao, Lizhi Liu, Shuwei Yao, Xiaodi Huang, Hiroshi Mamitsuka, Shanfeng Zhu, "HPOAnnotator: improving large-scale prediction of HPO annotations by low-rank approximation with HPO semantic similarities and multiple PPI networks", BMC Medical Genomics, 2019, 12(10): 187. [link]
Lizhi Liu, "Prospects on Research of Human Protein-Phenotype Associations Prediction Algorithms" (人类蛋白质表型标注预测算法研究展望), 2021. [link]
This is my review paper on the future prospects of research on prediction of human protein-phenotype associations written by Chinese. It was not published anywhere. I hope this review can provide insight into the development of Phenomics.
Patents
Lizhi Liu, Yu Wang, Haijian Jiang, Qing Min, "Entity tag association prediction method and device and computer readable storage medium" (一种实体标签关联预测方法、装置及计算机可读存储介质), 2021.11.26, China Patent No. CN114091614B; WIPO Patent No. WO2023093205A1; US Patent No. US-20240419942-A1.
1st prize, South China Division, 2017 2nd National College Students Connected Smarter Systems Innovation Competition
Scholarship
National Scholarship, China Ministry of Education, 2014-2015 and 2016-2017
China Construction Bank Scholarship, Xiamen University, 2017
Academic Excellence Scholarship for Graduates (First Class), School of Information Science and Engineering, Xiamen University, 2018
Academic Excellence Scholarship (First Class), School of Information Science and Engineering, Xiamen University, 2016
Social Work Scholarship, School of Information Science and Engineering, Xiamen University, 2016
Outstanding Academic Scholarship for Master Students (Second Class), Fudan University, 2019-2020
Huawei Scholarship, Fudan University, 2020
Honors
Outstanding Graduates of Shanghai City, Shanghai Municipal Education Commission, 2021
Outstanding Graduates, School of Information Science and Engineering, Xiamen University, 2018
Merit Student, Xiamen University, 2016
Dean's Honours List, School of Information Science and Engineering, Xiamen University, 2014-2015 and 2015-2016
Advanced Individual of Summer Social Practice, Xiamen University, 2015
Excellent League Member, School of Information Science and Engineering, Xiamen University, 2015-2016 and 2016-2017
Advanced Individual of Academic Activities, School of Information Science and Engineering, Xiamen University, 2016-2017
Certificates
Qualification of Computer and Software Professional (Ruan Kao), Database System Engineer, Intermediate Certification. Authorized by Ministry of Human Resources and Social Security & Ministry of Industry and Information Technology of the PRC.
National Computer Rank Examination (NCRE), Java Programming, Certificate of Level 2 (Excellent). Authorized by National Education Examinations Authority, Ministry of Education of the PRC.
National Computer Rank Examination (NCRE), Python Programming, Certificate of Level 2 (Excellent). Authorized by National Education Examinations Authority, Ministry of Education of the PRC.
National Computer Rank Examination (NCRE), Database Technology, Certificate of Level 3 (Excellent). Authorized by National Education Examinations Authority, Ministry of Education of the PRC.
National Computer Rank Examination (NCRE), Database Engineer, Certificate of Level 4 (Excellent). Authorized by National Education Examinations Authority, Ministry of Education of the PRC.