Profile

       吴金涛，男，中共党员，南京信息工程大学讲师、硕士生导师，中国计算机学会服务计算专委会执行委员，江苏省先进计算与智能服务工程研究中心、中国气象局相控阵天气雷达技术与应用重点开放实验室核心成员。2020年8月毕业于安徽大学计算机科学与技术学院(大数据与云服务工程实验室)，获工学博士学位。同年8月，加入南京信息工程大学软件学院，在数据科学与智能软件服务团队开展研究工作，主要研究方向为服务计算、边缘计算、农业遥感等。近五年在IEEE Transactions on Mobile Computing (TMC, CCF-A)、IEEE Transactions on Dependable and Secure Computing (TDSC, CCF-A)、Journal of Systems and Software (JSS, CCF-B)、Computers and Electronics in Agriculture (CEA, 1区Top)、IEEE Transactions on Consumer Electronics (TCE)、IEEE Transactions on Geoscience and Remote Sensing (Tgrs, CCF-B)等系列期刊和会议上发表论文20余篇。主持国家自然科学基金青年项目1项，参与国家自然科学基金重大研究计划培育项目、面上项目等多项。担任TDSC、TASAE、ICWS、TCE等多个国际期刊和会议审稿人。

联系方式：ah_wjt@foxmail.com

学习经历

  (1) 2016-09 至 2020-08, 安徽大学, 计算机科学与技术, 博士 （导师：吴建国、张以文）

  (2) 2014-09 至 2016-06, 安徽大学, 计算机应用技术, 硕士 （导师：张以文）

工作经历

  (1) 2022-10 至 今, 南京信息工程大学, 软件学院, 讲师

  (2) 2020-09 至 2022-10, 南京信息工程大学, 计算机与软件学院, 讲师。

研究领域

  服务计算、边缘计算、农业遥感等

科研成果

  科研论文

[TMC]    Jintao Wu, Xiaolong Xu*, Guangming Cui, Yiwen Zhang, Lianyong Qi, Wanchun Dou, Zhipeng Cai. Fairness-aware Budgeted Edge Server Placement for Connected Autonomous Vehicles[J], IEEE Transactions on Mobile Computing, 2025, 24(6): 4762-4776. (CCF-A)

[TDSC] Jie Pan, Jintao Wu, Yiwen Zhang*. An Online Game-Integrated Auction Scheme for DDoS Mitigation in Mobile Edge Computing[J],  IEEE Transactions on Dependable and Secure Computing, 2025, doi: 10.1109/TDSC.2025.3599552. (CCF-A)

[TCE]    Jintao Wu, Jinxiang Sha, Muhammad Bilal, Yiwen Zhang, Xiaolong Xu. Diverse Top-k Service Composition for Consumer Electronics With Digital Twin in MEC[J], IEEE Transactions on Consumer Electronics, 2024, 70(1): 3183-3193. 

[TCE]   Jintao Wu, Jingyi Zhang, Muhammad Bilal, Feng Han, Nancy Victor, Xiaolong Xu. A Federated Deep Learning Framework for Privacy-Preserving Consumer Electronics Recommendations[J], IEEE Transactions on Consumer Electronics, 2024, 70(1): 2628-2638. 

[SPE]    Jintao Wu, Jingyi Zhang, Yiwen Zhang*, Yiping Wen. Constraint-Aware and Multi-Objective Optimization for Micro-Service Composition in MEC[J], Software: Practice and Experience, 2024, 54(9): 1596-1620. (CCF B)

[JSS]    Jintao Wu, Xing Guo, Guijun Yang*, Shuhui Wu. Jianguo Wu; Substructure similarity search for engineering service-based systems[J], Journal of Systems and Software, 2020, 165, 110569. (CCF B)

[CEA]    Jintao Wu, Guijun Yang*, Hao Yang, Yaohui Zhu, Zhenhai Li, Lei Lei, Chunjiang Zhao. Extracting Apple Tree Crown Information from Remote Imagery Using Deep Learning[J], Computers and Electronics in Agriculture, 2020, 174, 105504. (中科院SCI一区TOP期刊，IF = 7.7，引用次数：118)

[RS]    Jintao Wu, Guijun Yang*, Xiaodong Yang, Bo Xu, Liang Han, Yaohui Zhu. Automatic Counting of in situ Rice Seedlings from UAV Images Based on a Deep Fully Convolutional Neural Network[J], Remote Sensing, 2019, 11(6): 691. (中科院SCI二区期刊，IF = 4.2，引用次数：119)

[IJIN] Jinxiang Sha,  Jintao Wu*, Mingliang Wang, Yonglin Pu, Sheng Lu, and Muhammad Bilal. QoE-aware edge server placement in mobile edge computing using an enhanced genetic algorithm[J]. International Journal of Intelligent Networks, 2025, 6: 65-78. (EI)

[WN]    Yifan Zhang, Jintao Wu*, Hao Yang, Chengjian Zhang, Yutao Tang. A Hierarchical Growth Method for Extracting 3D Phenotypic Trait of Apple Tree Branch in Edge Computing[J], Wireless Networks, 2023, DOI: 10.1007/s11276-023-03385-7. (中科院SCI四区期刊，IF = 3.0)

[中文核心]    张以文, 吴金涛*, 赵姝, 唐杰.基于改进烟花算法的Web服务组合优化[J]，计算机集成制造系统，2016, 22(2): 422-432. (EI，中文核心，CCF-C类)

[TGRS] Lei, Lei, Zhenhong Li, Hao Yang, Trevor B. Hoey, Jintao Wu, Bo Xu, Xiaodong Yang, Haikuan Feng, and Guijun Yang. A two-stage leaf-stem separation model for maize with high planting density with Terrestrial, Backpack and UAV based Laser Scanning. IEEE Transactions on Geoscience and Remote Sensing, 2024, 62:1-19. (中科院SCI一区期刊，IF = 7.5)

[TGRS] Lei Lei, Zhenhong Li*, Jintao Wu, Chengjian Zhang, Yaohui Zhu, Riqiang Chen, Zhen Dong, Hao Yang, Guijun Yang. Extraction of maize leaf base and inclination angles using Terrestrial Laser Scanning (TLS) data, IEEE Transactions on Geoscience and Remote Sensing, 2022, 60: 1-17. (中科院SCI一区期刊，IF = 7.5)

[KBS] Yiwen Zhang, Guangming Cui, Jintao Wu, Wen-Tsao Pan, Qiang He. A novel multi-scale cooperative mutation fruit fly optimization algorithm[J], Knowledge-Based Systems, 2016, 114: 24-35. (中科院SCI一区TOP期刊，IF = 7.2)

[CEA] Liang Han, Guijun Yang, Xiaodong Yang, Xiaoyu Song, Bo Xu, Zhenhai Li, Jintao Wu, Hao Yang, Jianwei Wu. An explainable XGBoost model improved by SMOTE-ENN technique for maize lodging detection based on multi-source unmanned aerial vehicle images[J], Computers and Electronics in Agriculture, 2022, 194: 106804. (中科院SCI一区TOP期刊，IF = 7.7)

  科研项目

1． 国家自然科学基金委员会, 青年项目, 2026-2028，在研, 主持

2.  国家自然科学基金委员会, 重大研究计划, 2023-2025，在研, 参与

3． 国家自然科学基金委员会, 面上项目, 2024-2027, 在研, 参与

4． 江苏省教育厅, 面上项目, 2023-2025, 在研, 主持

5． 云南省服务计算重点实验室, 开放课题, 2024-2025, 在研, 主持

6.   吉林大学符号计算与知识工程教育部重点实验室, 开放课题, 2024-2025, 在研, 主持

7.  南京有嘉科技有限公司,企业委托项目, 2023-2024, 资助期满, 主持

8． 国家自然科学基金委员会, 面上项目, 2019-2022, 资助期满, 参与

Educational Experience

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Work Experience

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