性别：男

职务：数据科学与统计系主任

联系方式：heyongmath@163.com

研究兴趣：1、机器学习和数据挖掘；2、大数据优化算法；3、金融数据分析。

个人简历：

1982年出生, 教授、博士/博士后、硕士生导师，现任数据科学与统计系主任、重庆市统计局学术委员会委员、西藏统计局学术委员会委员、重庆市系统工程协会理事。主要研究领域为机器学习、智能计算、金融数据处理、投资组合、统计学习理论。2017年丹麦奥尔堡大学做访问学者，2019年受聘为重庆科技大学硕士生导师。主持省部级科研项目10项、横向项目5项、省部级教改项目10项、校级教改课题4项，编写教材三部。指导的本科生荣获重庆市优秀毕业论文3项、指导学生参加各类竞赛获国家级和省部级奖若干项。在《Applied Mathematical Letter》《Optimization》《Journal of Computational and Applied Mathematics》等期刊发表学术论文 30 余篇、发表教改论文10余篇，现为《Optimization》《AIMS Mathematics》《North American Journal of Economics and Finance》等国际期刊审稿人。

科研项目：

[1] 基于不确定性环境下最优投资再保险问题研究(2022M712619)，第71批博士后科学基金面上项目，2022.9-2024.9，主持。

[2] 基于鲁棒随机控制理论的一类最优投资再保险问题研究(CSTB2022NSCQ-MSX0256)，重庆市科技局自然科学基金面上项目， 2022.8.1-2025.7.31，主持。

[3] 供应链金融创新助推成渝双城经济圈产业协同发展的理论逻辑与路径选择研究(CSTB2022TFII-OIX0005)，重庆市科技局技术预见与制度创新项目，2022.7.1--2022.12.31，主持。

[4] 基于粗糙Heston模型的鲁棒投资再保险问题研究(KJZD-K202201502)，重庆市教委科技项目重点课题，2022.10.1-2025.9.30，主持。

[5]供应链金融创新赋能重庆乡村产业振兴的理论逻辑与路径选择（2023NDYB89），重庆社科规划项目，2023.10.9-2025.3.31，主持。

[6] 基于不确定信息的鲁棒投资问题研究(21SKGH260) ，重庆市教育委员会人文社科项目， 2021.9-2023.9，主持。

[7] 同类资产收益波动率跳的传染性模型及资产期权定价模型研究(KJQN201801529)，重庆市教委科技项目，2018.9-2021.9，主持。

[8] 基于衍生品最优投资问题研究(JBK2007190)，中央高校(西南财经大学)博士研究生科研项目,2019.1-2020.1,主持。

[9] 量子多方通信协议研究(KJ1713339)，重庆市教委科技项目,2017.9-2019.9,主持。

[10]成渝经济圈经济高质量发展研究，重庆市统计局课题，2025年，主持。

科研论文：

[1]Yong He(何勇),Bo Xu.Infinitely many periodic solutions of ordinary differential equations, Applied Mathematical Letter, 2014, 38:149-154. SCI检索.

[2]Yong He(何勇)，Peimin Chen, A dynamic Heston local-stochastic volatility model and Legendre transform dual-asymptotic solution for optimal investment strategy problems with CARA utility ，Journal of Computational and Applied Mathematics，2023. SCI检索.

[3]Yong He(何勇),Peimin Chen.Optimal investment strategy with constant absolute risk aversion utility under an extended CEV model, Optimization.2022, 71(15):4603–4633. SCI检索.

[4]Yong He(何勇), Xia Zhou ,An analytical solution for the robust investment reinsurance strategy with general utilities, North American Journal of Economics and Finance,2022. 63,101789, SSCI/SCI检索.

[5]Yong He(何勇),Non-zero-sum investment-reinsurance game with delay and ambiguity aversion, North American Journal of Economics and Finance, 2024. 73,102160, SSCI/SCI检索.

[6]Yong He(何勇). Partial exact controllability for wave equations, System Control Letters, 2017, 103:45-49. SCI检索.

[7]Yong He(何勇). Switching controls for linear stochasti c differential systems，Mathematical Control and Related Fields, 2020, 10(2):443-454. SCI检索.

[8]Yong He(何勇),Minxing Luo. Controlled unknown quantum operations on hybrid systems, Chinese Physics B, 2016, 22(5):612-619. SCI检索.

[9]Yong He(何勇). Exact controllability for wave equati ons with switching controls, Taiwanese Journal of Mathematics, 2018, 46(4):144-171. SCI检索.

[10]Yong He(何勇),Dengsheng Chen,Mean field and n-insurers games for robust optimal reinsurance-investment in correlated markets. Journal of Industrial and Management Optimization,2022, SCI检索.

[11]Yu Jia, Liyun Su,Yong He(何勇，通讯作者), An efficient numerical method for the robust optimal investment problem with general utility functions, Journal of Industrial and Management Optimization,2023,19(8) :6200-6217. SCI检索.

[12]Dengsheng Chen,Yong He(通讯作者), Ziqiang Li,Robust optimal reinsurance-investment for alpha-maxmin mean-variance utility under Heston’s SV model，North American Journal of Economics and Finance, 67 (2023) 101921. SCI检索.

[13]Jinyang Liu , Sheng Li,Yong He(何勇，通讯作者),The Legendre transform-dual-asymptotic solution for optimal investment strategy with random incomes,Communications in Statistics - Theory and Methods，2023,SCI检索.

[14]Xia Zhou, Peimin Chen, Jiawei Zhang,Jingwen Tu,Yong He(何勇，通讯作者),The optimal investment-reinsurance strategies for ambiguity aversion insurer in uncertain environment, Journal of Industrial and Management Optimization, 2023,19(6) : 4551-4590. SCI检索.

[15]Yong He(何勇).The improved evolution paths to speed up quantum evolution,International Journal of Theoretical Physics,2016,45(12):202-209. SCI检索.

[16]Yong He(何勇),Minxing Luo. Hyper CNOT and hyper bell state analysis assisted by qua-ntum dots in double-side optical microcavities, International Journal of Theo-retical Physics, 2016, 41(11):312-321. SCI检索.

[17]Yong He(何勇).Decompositions of n-quit toffoli gates with linear complexity, International Journal of Theoretical Physics, 2017, 12(9):178-186. SCI检索.

[18]Chengjun Liu, Jingwen Tu,Yong He(何勇), Measurement of China’s Human Development Index and Analysis of Its Influencing Factors from the Perspective of New Development Concept, Social Indicators, Research,2023. SSCI检索.

[19] Jia Yin Peng and Yong He(何勇),Cyclic Controlled Remote Implementation of Partially Unknown Quantum Operati ons,International Journal of Theoretical Physics, 2019 58:3065–3072. SCI检索.

[20] Jia Yin Peng and Yong He(何勇), Annular Controlled Teleportation, International Journal of Theoretical Physics,2019, 58:3271-3281. SCI检索.

[21]卢整智，施晓燕，宋爱民，何勇,含均值结构变点时间序列的贝叶斯单位根检验,统计与决策，2023,2，11-14.CSCI检索.

[22]何勇,徐博. 带无界非线性项的两点边值振荡问题, 四川师范大学学报自然科学版, 2016,4.北大核心.

[23]何勇,徐博. 半线性椭圆方程Neumann问题的无穷多解, 四川师范大学学报自然科学版, 2017,5.北大核心.

[24]何勇，张开雯. 基于EMD-SSA-LSTM模型的城市轨道交通站点客流预测,武汉理工大学学报（交通科学与工程版）,2024.10.

[25]张开雯,何勇(通讯作者). 基于麻雀搜索算法和长短期记忆神经网络的轨道交通站点客流预测，四川师范大学学报（自然科学版），2025.10.

[26]He Yong（通讯作者）,Robust optimal reinsurance-investment strategy for an alpha-maxmin mean-variance insurer with delay,The ANZIAM Journal,已接受，2025.

[27]E Zhang,He Yong, Alpha-robust investment-reinsurance strategy for a mean-variance insurer under a defaultable market,Mathematics and Financial Economics (2025) 19:583–605.

[28]Haifeng Qiu(学生)，He Yong（通讯作者）, X-YOLO: A method for detecting wrist fractures in children based on dynamic feature enhancement and lightweight design. Biomedical Signal Processing and Control (2026): 108874.

[29]Haifeng Qiu(学生)，He Yong（通讯作者）, FracDet-v11: a multi-scale attention and wavelet-enhanced network for real-time pediatric wrist fracture detection. Scientific Reports (2026).

[30]Haifeng Qiu(学生)，He Yong（通讯作者）, Real-Time Wrist Fracture Detection With Dual-Path Attention and Focaler-CIoU. IEEE Access (2025): 211187-211202.