吴国文 (副教授)

发布时间： 2022-11-30

浏览量： 9428

吴国文

男，副教授，软件系

个人简介

吴国文，东华大学计算机学院副教授，博士，硕士生导师。2001年博士毕业于复旦大学计算机软件与理论专业。2002年-2004年在长江计算机（集团）公司博士后工作站从事博士后研究工作，2011年-2012年到加拿大维多利亚大学大学访学。主要研究方向为边缘计算、深度强化学习、博弈论，主持或参与国家、上海市自然基金或科技攻关计划项目10多项，发明专利与实用新型专利各一项，发表技术论文40多篇。

研究方向：

边缘计算、博弈论、深度强化学习

讲授课程：

工程项目管理，软件需求分析

主要近期研究成果：

1. Guowen Wu;Yuhan Zhao;Yizhou Shen;Hong Zhang;Shigen Shen;Shui Yu, DRL-based Resource Allocation Optimization for Computation Offloading in Mobile Edge Computing, IEEE INFOCOM 2022 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) 2022.

2. Zhengjun Gao;Guowen Wu;Yizhou Shen;Hong Zhang;Shigen Shen;Qiying Cao, DRL-based Optimization of Privacy Protection and Computation Performance in MEC Computation Offloading, IEEE INFOCOM 2022 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) 2022.

3. Guowen Wu; Zhenwei Li;Yizhou Shen;Hong Zhang;Shigen Shen; Shui Yu,, A Deep Reinforcement Learning Approach to Edge-based IDS Packets Sampling, International Conference on Data Science and Information Technology (DSIT 2022), 2022.

4. 沈士根，杨淑敏，黄龙军，刘建华，吴国文，张红，曹奇英.一种揭示异质无线传感器网络恶意程序传播的动力学模型[J].传感技术学报,2022,第35卷(5): 683-691.

5. Hong Zhang;Shumin Yang;Guowen Wu;Shigen Shen;Qiying Cao.Steady-State Availability Evaluation for Heterogeneous Edge Computing-Enabled WSNs with Malware Infections[J].Mobile Information Systems,2022,Vol.2022.

6. Hong Zhang，Shigen Shen，Guowen Wu，Qiying Cao，Hongyun Xu. Optimal Control of Heterogeneous Susceptible Exposed Infectious Recovered Susceptible Malware Propagation Model in Heterogeneous Degree-Based Wireless Sensor Networks[J]. Journal of Donghua University(English Edition),2022,第39卷(3): 220-230.

7. 吴杨，吴国文，张红，沈士根，曹奇英.基于扩展传染病模型的谣言溯源[J].计算机与现代化,2022,(1): 113-119。

8. 和青青，吴国文，张红，沈士根，曹奇英，基于信号博弈的物联网隐私保护研究[J].计算机应用与软件，2022。

9. 肖元君，吴国文.基于Gensim的摘要自动生成算法研究与实现[J].计算机应用与软件,2019,第36卷(12): 131-136。

10. 张国锋，吴国文.基于核函数的改进k-means文本聚类[J].计算机应用与软件,2019,第36卷(9): 281-284，301。

11. Wu Guowen;Tian Yangyang;Mao Wentao.On line fault diagnosis of rolling bearings based on feature fusion[A].2018 Chinese Control And Decision Conference (CCDC)[C],2018.

12. 吴国文，田杨阳，毛文涛.基于特征融合的滚动轴承在线故障诊断[A].第30届中国控制与决策会议[C],2018。

近期主持或参与的科研项目：

1、AI赋能的光伏电站数字化解决方案，2021年上海市促进产业高质量发展专项资金

产业战略关键领域技术攻关人工智能专题项目

2、海洋渔业大数据与云服务研究

联系方式：

电话：021-67792382

邮箱：gwwu@dhu.edu.cn

办公室：1号学院楼108室

Name:

Guowen Wu

Bio:

Guowen Wu received the M.S. degree in applied mathematics from Shanghai University, Shanghai, China, in 1996, and the Ph.D. degree in computer software and theory from Fudan University, Shanghai, China, in 2001. From 2002 to 2004, he was engaged in postdoctoral research in Changjiang Computer (Group) Company , and from 2011 to 2012 to Victoria University as visiting scholars in Canada. He is an associate professor with the School of Computer Science and Technology, Donghua University, Shanghai, China. His current research interests include edge computing, game theory, and machine learning.

Research Areas:

Edge Computing, Game Theory, and Deep Reinforcement Learning.

Main Courses Taught:

Engineering Project Management, Software Requirements Analysis

Publications:

3. Guowen Wu; Yuhan Zhao;Yizhou Shen;Hong Zhang;Shigen Shen; Shui Yu,, A Deep Reinforcement Learning Approach to Edge-based IDS Packets Sampling, International Conference on Data Science and Information Technology (DSIT 2022), 2022.

4. Shigen Shen, Shumin Yang, Longjun Huang, Jianhua Liu, Guowen Wu, Hong, Zhang, Qiying Cao. A dynamical model revealing the propagation of malicious programs in heterogeneous wireless sensor networks [J]. Proceedings of Sensing Technology, 2022, 35 (5) 683-691.

(沈士根，杨淑敏，黄龙军，刘建华，吴国文，张红，曹奇英.一种揭示异质无线传感器网络恶意程序传播的动力学模型[J].传感技术学报,2022,第35卷(5): 683-691)

7. Yang Wu, Guowen Wu, Hong Zhang, Shigen Shen, Qiying Cao. Rumor tracing based on an extended infectious disease model [J]. Computers and Modernization,2022(1) 113-119.

(吴杨，吴国文，张红，沈士根，曹奇英.基于扩展传染病模型的谣言溯源[J].计算机与现代化,2022,(1): 113-119)

8. Qingqing He, Guowen Wu, Hong Zhang, Shigen Shen, Qiying Cao, Research on Internet of Things Privacy Protection based on Signal Game [J]. Computer Application and Software,2022.

(和青青，吴国文，张红，沈士根，曹奇英，基于信号博弈的物联网隐私保护研究[J].计算机应用与软件，2022.)

9. Yuanjun Xiao, Guowen Wu. Research and implementation of summary automatic algorithm based on Gensim [J]. Computer Application and Software, 36(2019) 131-136.

(肖元君，吴国文.基于Gensim的摘要自动生成算法研究与实现[J].计算机应用与软件,2019,第36卷(12): 131-136)

10. Guofeng Zhang, Guowen Wu. Improved k-means text clustering based on kernel functions [J]. Computer Application and Software, 36 (2019) 281-284.

(张国锋，吴国文.基于核函数的改进k-means文本聚类[J].计算机应用与软件,2019,第36卷(9): 281-284，301)

11. Wu Guowen;Tian Yangyang;Mao Wentao.On line fault diagnosis of rolling bearings based on feature fusion[A].2018 Chinese Control And Decision Conference (CCDC)[C],2018.

12. Guowen Wu, Yangyang Tian, Wentao MAO. Online fault diagnosis of rolling bearing based on feature fusion [A]. The 30th China Control and Decision-Making Conference [C], 2018.

(吴国文，田杨阳，毛文涛.基于特征融合的滚动轴承在线故障诊断[A].第30届中国控制与决策会议[C],2018)

Main Research Projects:

1. AI-enabled digital solutions for photovoltaic power stations, Shanghai Special Fund for Promoting High-quality Industrial Development in 2021 Special project on artificial intelligence in key areas of industrial strategy

2. Research on Big Data and Cloud services of Marine Fisheries

Address:

Room 108, College Building # 1, School of Computer Science, Donghua University

Tel:

021-67792382

Mail:

gwwu@dhu.edu.cn