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吳國文 (副教授)

發布時間： 2022-11-30

瀏覽量✍️： 10031

吳國文

男🏃‍♂️，副教授，軟件系

個人簡介

吳國文，沐鸣娱乐計算機沐鸣副教授，博士，碩士生導師🚣🏼‍♂️。2001年博士畢業於復旦大學計算機軟件與理論專業🧎🏻‍♂️‍➡️。2002年-2004年在長江計算機（集團）公司博士後工作站從事博士後研究工作，2011年-2012年到加拿大維多利亞大學大學訪學。主要研究方向為邊緣計算、深度強化學習、博弈論，主持或參與國家🧞‍♂️、上海市自然基金或科技攻關計劃項目10多項，發明專利與實用新型專利各一項，發表技術論文40多篇⛄️。

研究方向：

邊緣計算、博弈論🎍、深度強化學習

講授課程：

工程項目管理🧢，軟件需求分析

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，楊淑敏，黃龍軍🧑🏻‍🦰，劉建華，吳國文，張紅🏊‍♀️，曹奇英.一種揭示異質無線傳感器網絡惡意程序傳播的動力學模型[J].傳感技術學報,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. 吳楊♢，吳國文，張紅，沈士根，曹奇英.基於擴展傳染病模型的謠言溯源[J].計算機與現代化,2022,(1): 113-119。

8. 和青青🧜🏻，吳國文4️⃣🔛，張紅✳️，沈士根，曹奇英🏆，基於信號博弈的物聯網隱私保護研究[J].計算機應用與軟件，2022。

9. 肖元君，吳國文.基於Gensim的摘要自動生成算法研究與實現[J].計算機應用與軟件,2019,第36卷(12): 131-136。

10. 張國鋒，吳國文.基於核函數的改進k-means文本聚類[J].計算機應用與軟件,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. 吳國文🫙🪯，田楊陽🧯，毛文濤.基於特征融合的滾動軸承在線故障診斷[A].第30屆中國控製與決策會議[C],2018。

近期主持或參與的科研項目🦹🏻‍♀️：

1、AI賦能的光伏電站數字化解決方案🚸，2021年上海市促進產業高質量發展專項資金

產業戰略關鍵領域技術攻關人工智能專題項目

2、海洋漁業大數據與雲服務研究

聯系方式👂🏼：

電話🥑：021-67792382

郵箱：gwwu@dhu.edu.cn

辦公室：1號沐鸣樓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，楊淑敏，黃龍軍🙇🏼，劉建華，吳國文，張紅🚣🏻，曹奇英.一種揭示異質無線傳感器網絡惡意程序傳播的動力學模型[J].傳感技術學報,2022,第35卷(5): 683-691)

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), 39(2022) 220-230.

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.

(吳楊，吳國文👩‍🦰，張紅♥︎，沈士根，曹奇英.基於擴展傳染病模型的謠言溯源[J].計算機與現代化,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，吳國文，張紅，沈士根，曹奇英，基於信號博弈的物聯網隱私保護研究[J].計算機應用與軟件，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，吳國文.基於Gensim的摘要自動生成算法研究與實現[J].計算機應用與軟件,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.

(張國鋒，吳國文.基於核函數的改進k-means文本聚類[J].計算機應用與軟件,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.

(吳國文，田楊陽👦🏼🏊🏿，毛文濤.基於特征融合的滾動軸承在線故障診斷[A].第30屆中國控製與決策會議[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