研究方向

大数据安全共享、大数据与博弈模型、在线评论分析与管理、资源优化分配与调度

教育背景

2015.09-2019.09  大连理工大学      应用数学      理学博士学位

简介

1988年生，理学博士，博士毕业于大连理工大学数学科学学院，近年来先后在《European Journal of Operational Research》、《IEEE Transactions on Engineering Management》、《Information Sciences》、《Applied Mathematics and Computation》、《Journal of Combinatorial Optimization》等国际知名期刊发表SCI论文20余篇。主持国家自然科学基金青年项目1项，博士后基金项目2项。

工作经历

2019/06-2021/07  大连理工大学    计算机科学与技术     助理研究员    

2021/08-2023/08  东北财经大学     管理与科学工程      师资博士后    

2023/08至今     东北财经大学       管理科学系         副教授

主要科研课题

国家自然科学基金青年项目，分级响应下多区域疫情防控物资联合调度优化研究 (72201051) 2023.01-2025.12，主持

辽宁省教育厅高校基本科研项目，面向大规模软件定义网络的动态缓存与卸载优化研究 (JYTQN2023164)  2023.11-2025.11，主持

中国博士后科学基金面上项目，面向海量异构数据的动态计算卸载优化机制研究 (2021M700709)  2021.12-2023.12，主持

中国博士后科学基金面上项目，基于移动边缘计算的无线传感器网络资源调度管理优化研究 (2019M661097)  2019.12-2020.12，主持

国家自然科学基金面上项目，反恐安全博弈策略模型、算法与应用研究 (61877007) 2019.1-2022.12，参与

国家自然科学基金面上项目，面向外包云的高维不确定数据密文相似搜索研究 (61871064) 2019.1-2022.12，参与

代表性学术成果

1. Jie Y.M., Charles Z.C. Liu, K.K. Raymond-Choo, and Guo C., “An Incentive Compatible ZD Strategy-based Data Sharing Model for Federated Learning: A Perspective of Iterated Prisoner’s Dilemma,” European Journal of Operational Research, forthcoming, 2024. (SCI, EI) IF: 6.4, ABS 4星, FMS A类

2. Jie Y.M., Charles Z.C. Liu, and K.K. Raymond-Choo, “A Game Theory-based Contract Mechanism to Facilitate Technology Spillover in Emerging Electric Vehicle Markets,” IEEE Transactions on Engineering Management, vol. 71, pp. 76-89, 2024. (SCI, EI) IF: 8.702, ABS 3星, FMS A类

3. Guo C., Zheng B.B., Jie Y.M.*, Liu Y.N., and Hu Y., “A Game-Theory-based Scheme to Facilitate Consensus Latency Minimization in Sharding Blockchain,” Information Sciences, vol. 657, an. 119954, 2024. (SCI, EI) (通讯作者) IF: 8.1, 中国计算机学会(CCF)推荐B类国际一流学术期刊

4. Tian P.X., Guo C., Jie Y.M.*, Liu Y.N., and Yao L., “Scan-Free Verifiable Public-Key Searchable Encryption Supporting Efficient User Updates in Distributed Systems,” Journal of Information Security and Applications, vol. 74, an. 103471, 2023. (SCI) (通讯作者) IF: 4.96, 中国计算机学会(CCF)推荐C类国际知名学术期刊

5. Jie Y.M., Guo C., K.K. Raymond-Choo, Charles Z.C. Liu and Li M.C., “Game-Theoretic Resource Allocation for Fog based Industrial Internet of Things Environment,” IEEE Internet of Things Journal, vol. 7, no. 4, pp. 3041-3052, 2020. (SCI, EI) IF: 10.238, 中科院1区顶级期刊

6.  Jie Y.M., K.K. Raymond-Choo, Li M.C., Chen L. and Guo C., “Tradeoff Gain and Loss Optimization against Man-In-The-Middle Attacks Based on Game Theoretic Model,” Future Generation Computer Systems, vol. 101, pp. 169-179, 2019. (SCI, EI) IF: 7.307, 中科院1区顶级期刊

7. Jie Y.M., Charles Z.C. Liu, Li M.C., K.K. Raymond-Choo, Chen L. and Guo C., “Game Theoretic Resource Allocation Model for Designing Effective Traffic Safety Solution against Drunk Driving,” Applied Mathematics and Computation, vol. 376, an. 125142, 2020. (SCI, EI) IF: 4.397, 中科院1区顶级期刊

8. Jie Y.M., Tang X.Y., K.K. Raymond-Choo, Su S.H, Li M.C. and Guo C., “Online Task Scheduling for Edge Computing Based on Repeated Stackelberg Game,” Journal of Parallel and Distributed Computing, vol. 122, pp. 159-172, 2018. (SCI, EI) IF: 4.542, 中国计算机学会(CCF)推荐B类国际一流学术期刊

9. Jie Y.M., Guo C., Li M.C. and Feng B., “Construction of Compressed Sensing Matrices for Signal Processing,” Multimedia Tools and Applications, vol. 77, no. 34, pp. 30551-30574, 2018. (SCI, EI) IF: 2.577, 中国计算机学会(CCF)推荐C类国际知名学术期刊

10. Jie Y.M., Li M.C., Guo C., Feng B. and Tang T.T., “A New Construction of Compressed Sensing Matrices for Signal Processing via Vector Spaces over Finite Fields,” Multimedia Tools and Applications, vol. 78, no. 22, pp. 31137-31161, 2019. (SCI, EI) IF: 2.577, 中国计算机学会(CCF)推荐C类国际知名学术期刊

11. Jie Y.M., Li M.C., Guo C. and Chen L., “Game-Theoretic Online Resource Allocation Scheme on Fog Computing for Mobile Multimedia Users,” China Communications, vol. 16, no. 3, pp. 22-31, 2019. (SCI) IF: 3.17, 中国通信学会推荐A类国内顶级学术期刊

12. Jie Y.M.*, Guo C. and Fu Z.J., “Newly Deterministic Construction of Compressed Sensing Matrices via Singular Linear Spaces over Finite Fields,” Journal of Combinatorial Optimization, vol. 34, no. 1, pp. 245-256, 2017. (SCI, EI) (通讯作者) IF: 1.254, 组合优化领域国际知名期刊

13. Jie Y.M.*, Li M.C. Tang T.T. and Guo C., “Optimal Allocation Strategy Based on Stackelberg Game for Inspecting Drunk Driving on Traffic Network,” KSII Transactions on Internet and Information Systems, vol. 11, no. 12, pp. 5759-5779, 2017. (SCI, EI) (通讯作者) IF: 0.972

14. Guo C., Tang X.Y., Jie Y.M.* and Feng B., “Efficient Method to Verify the Integrity of Data with Supporting Dynamic Data in Cloud Computing,” SCIENCE CHINA Information Sciences (中国科学), vol. 61, no. 11, an. 119101, 2018. (SCI) (通讯作者) IF: 7.275, 中国计算机学会(CCF)推荐A类国际顶级学术期刊

15. Guo C., Chen X., Jie Y.M., Fu Z.J., Li M.C. and Feng B., “Dynamic Multi-phrase Ranked Search over Encrypted Data with Symmetric Searchable Encryption,” IEEE Transactions on Services Computing, vol. 13, no. 6, pp. 1034-1044, 2020. (SCI, EI) IF: 11.019,中国计算机学会(CCF)推荐A类国际顶级学术期刊

16. Guo C., Jia J., Jie Y.M., Charles Z.C. Liu and K.K. Raymond-Choo, “Enabling Secure Cross-Modal Retrieval over Encrypted Heterogeneous IoT Databases with Collective Matrix Factorization,” IEEE Internet of Things Journal, vol. 7, no. 4, pp. 3104-3113, 2020. (SCI, EI) IF: 10.238, 中科院1区顶级期刊

17. Guo C., Zhuang R.H., Jie Y.M., K.K. Raymond-Choo and Tang X.Y., “Secure Range Search over Encrypted Uncertain IOT Outsourced Data,” IEEE Internet of Things Journal, vol. 6, no. 2, pp. 1520-1529, 2019. (SCI, EI) IF: 10.238, 中科院1区顶级期刊

18. Guo C., Zhuang R.H., Jie Y.M., Ren Y.Z., Wu T.X. and K.K. Raymond-Choo, “Fine-grained Database Field Search Using Attribute-Based Encryption for E-Healthcare Clouds,” Journal of Medical Systems, vol. 40, no. 11, pp. 235:1-235:8, 2016. (SCI) IF: 4.92

19. Guo C., Jia J., K.K. Raymond Choo, and Jie Y.M., “Privacy-Preserving Image Search (PPIS): Secure Classification and Searching Using Convolutional Neural Network over Large-Scale Encrypted Medical Images,” Computers & Security, vol. 99, an. 102021, 2020. (SCI, EI)IF: 5.105,中国计算机学会(CCF)推荐B类国际一流学术期刊

20. Chen L., Li M.C., Qin L. and Jie Y.M., “A Game-theoretic Approach for Channel Security against Active Time-varying Attacks Based on Artificial Noise,” Journal of Ambient Intelligence and Humanized Computing, vol. 11, no. 6, pp. 2215-2224, 2020. (SCI, EI) IF: 3.662

21. Chen L., Li M.C., and Jie Y.M., “Playing Repeated Security Games with Multiple Attacker Types: A Q-iteration on a Linear Programming Approach,” Journal of Control and Decision, vol. 8, no. 3, pp. 322-330, 2021. (EI)