Email:  zhangpeng@kust.edu.cn

2020-10 至 2024-07，西南财经大学，统计学博士

2014-09 至 2017-07，云南大学，概率论与数理统计硕士

2010-09 至 2014-07，湖北工程学院，统计学学士

讲授《高等数学》、《数理统计》、《机器学习与数据挖掘》等课程。

主要研究方向

机器学习，隐私保护；

纵向数据分析，生物医学统计，经济统计；

多源数据融合分析等；

承担科研项目及完成情况

(1)多来源数据融合分析在隐私保护下的应用研究（2024 – 2027），2万元，主持；

(2)间隔观测带右删失数据的核密度估计项目（2025 – 2026），3万元，主持；

(3)城市热岛强度和冲击载荷条件下不同复合材料载荷传递数学建模与计算优化（2025-2026），5万元，参与；

(4)高维情形下个性化特征选择研究（2020-2022），4.6万元，已结题，参与

代表论文(*表示通讯作者）

(1)Zhang P, Chen X, Sun J. Regression analysis of longitudinal data with random change point[J]. Statistical Methods in Medical Research, 2024, 33(4): 634-646。

(2)Liu P, Shen J, Zhang P^*. Multi-attribute group decision-making method using single-valued neutrosophic credibility numbers with the Dombi extended power aggregation operator and its application in intelligent transportation system data collection scheme selection[J]. Engineering Applications of Artificial Intelligence, 2024, 133: 108639。

(3) Liu P, Shen J, Zhang P, et al. Multi-attribute group decision-making method using single-valued neutrosophic credibility numbers with fairly variable extended power average operators and GRA-MARCOS[J]. Expert Systems with Applications, 2025, 263: 125703.

(4)Zhang P, Liu P. New distance measures and power aggregation operators of generalized hesitant fuzzy numbers in multiple attribute group decision-making[J]. Computational and Applied Mathematics, 2025, 44(6): 1-45.

(5)Liu, P., Shen, J., & Zhang, P^*. (2025). A dual-driven MAGDM method based on single-valued neutrosophic credibility numbers Einstein variable extended power geometric aggregation operator and SPA-MARCOS. Artificial Intelligence Review, 58(10), 1-74.

(6)Zhang Peng, Liu Pingqing.(2025).Federated learning with differential privacy based on summary statistics,Engineering Reports.(Accepted)