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下载Firefox职称:助理教授、博士生导师(统计与大数据研究院)
研究方向:随机仿真,机器学习,金融工程与风险管理。
联系方式:kunzhang@ruc.edu.cn
Publications:
(#表示mgm高梅美线路,*表示通讯作者)
1. Wenxuan Ma, Xing Yan*, Kun Zhang. 2023. Improving uncertainty quantification of variance networks by tree-structured learning. IEEE Transactions on Neural Networks and Learning Systems, Accept.
2. Xiaoyu Liu#, Xing Yan, Kun Zhang*. 2024. Kernel quantile estimators for nested simulation with application to portfolio value-at-risk measurement. European Journal of Operational Research, 312: 1168–1177.
3. Kun Zhang, Guangwu Liu, Shiyu Wang. 2022. Bootstrap-based budget allocation for nested simulation. Operations Research, 70(2): 1128-1142. (UTD24)
4. Hong-Fa Cheng#, Xiaoyu Liu#, Kun Zhang*. 2022. Constructing confidence intervals for nested simulation. Naval Research Logistics, 69: 1138-1149.
5. Xiaoyu Liu#, Yan Song#, Kun Zhang*. 2022. An exact bootstrap-based bandwidth selection rule for kernel quantile estimators. Communications in Statistics-Simulation and Computation, Online.
6. Hong-Fa Cheng#, Kun Zhang*. 2021. Non-nested estimators for the central moments of a conditional expectation and their convergence properties. Operations Research Letters, 49(5), 625-632.
7. Li-Juan Cheng, Kun Zhang. 2017. Reflecting diffusion semigroup on manifolds carrying geometric flow. Journal of Theoretical Probability, 30(4), 1334-1368.
8. Mingbin(Ben) Feng, Guangwu Liu, Kun Zhang*. 2022. Portfolio risk measurement via stochastic mesh with average weight. Proceedings of the 2022 Winter Simulation Conference, IEEE. pp. 903-914.
9. Guangwu Liu, Wen Shi, Kun Zhang. 2019. An upper confidence bound approach to estimating coherent risk measures. Proceedings of the 2019 Winter Simulation Conference, IEEE. pp.914-925.
10. Kun Zhang, Guangwu Liu, Shiyu Wang. 2017. Portfolio risk measurement via stochastic mesh. Proceedings of the 2017 Winter Simulation Conference, IEEE. pp.1796-1811.
11. Shiyu Wang, Guangwu Liu, Kun Zhang. 2017. A Misspecication Test for Simulation Metamodels. Proceedings of the 2017 Winter Simulation Conference, IEEE. pp.1938-1949.
奖励与荣誉
· 中国人民大学优秀党务工作者(基层党支部书记专项), 2023
· 中国人民大学优秀班主任、先进班集体, 2021
· Journal of Simulation期刊杰出审稿人 2021
· 中国人民大学``杰出学者"青年学者(B岗), 2019
指导mgm高梅美线路获奖:
· 梁果(2021级博士生)荣获中国运筹学会金融工程与金融风险管理分会第十二届学术年会“青年学者最佳论文”奖(第一名一篇,第二名三篇)
指导mgm高梅美线路:
博士生:
程红发(2022届), First position: 中国银河证券
刘晓玉(2023届), First position: 浪潮集团
硕士生:
刘佳铭(2022届), First position: 交通银行
刘子杨(2022届), First position: 中国建设银行
卢宛妘(2022届), First position: 九坤投资
杨 坤(2022届), First position: 建信基金
陈化雨(2023届), First position: 灵均投资
雷 涛(2023届), First position: 中国国际金融股份有限公司
吴 博(2023届), First position: 中国人民银行(广东)
郑杰耀(2023届), First position: 国家国际发展合作署对外援助服务保障中心