吴巍炜

发布者:吴巍炜发布时间:2019-01-03浏览次数:18650

Dr. Weiwei Wu 

Professor 


School of Computer Science and Engineering, Southeast University 

Room 216, Building of Computer Science 

Tel: 86-025-52091021 Email:weiweiwu at seu dot edu dot cn


Bio

Dr. Weiwei Wu is currently a professor in the School of Computer Science and Engineering, Southeast University, P.R. China. He has published over 60 peer-reviewed papers in international conferences/journals and serves as TPCs and reviewers for several top international journals and conferences. His research interest covers the applications of optimization methods in a wide range of topics, including combinatorial optimization and algorithms, game theory, reinforcement learning, multi-agent systems, swarm system, real-time scheduling. 


吴巍炜 教授、博导,东南大学“至善学者”2011年分别获得香港城市大学和中国科技大学博士学位,2011-2012年新加坡南洋理工大学博士后,2012年起在东南大学计算机学院任职副教授、教授。研究方向包括大数据分析、强化学习、无人系统、物联网智能感知、多智能体系统、博弈理论等,培养学生用算法与优化方法解决应用问题的能力。主持国家重点研发项目课题、国家自然科学基金面上/青年项目、省部级和企业合作项目十余项,在相关研究领域国际会议和期刊上发表学术论文60余篇,其中近五年发表CCF A+IEEE/ACM Trans. 24篇,担任多个国际著名期刊会议的程序委员会共同主席、委员等。曾先后获得ACM新星奖、微软亚洲研究院“微软学者”称号、中国科学院“院长奖”等。

* 我们希望通过研究智能感知和智能计算方法赋予计算机/机器智能决策能力并优化决策过程,与此相关的理论与应用研究是我们的关注点。

* 我们每周定期举行一次优化方法研讨会“Weekly seminar on optimizations”,分享计算机科学应用研究中广泛涉及的算法设计和优化方法,面向全院学生开放,欢迎有兴趣的同学参加。

* 我们正在招收博士生、硕士生,欢迎有意深造的同学报考,也欢迎有意向参与科研的优秀本科生加入实验室有意申请者发送简历至:weiweiwu at seu dot edu dot cn请在确认您的意向前先阅读招生说明>>

  

Research Interests

I have wide research interests, including reinforcement learningbig data, swarm intelligence, multi-agent systems, and real-time scheduling. In particular, we hope to enable computing machines to make intelligent decisions and optimize the decision process, which is mainly related to intelligent perception and intelligent computing

Related to this goal,  I am currently interested in the following topics

* Reinforcement learning in sequential decision making

* Intelligent perception from multi-source data

* Deep learning and big data analysis

* Multi-agent coordination and cooperation

* Game theory and incentive mechanism design

* Autonomous UAV/robot systems

* Multi-UAV/Swarm system

* Real-time computing and scheduling

For applications, I am mainly interested in the following topics

* Computer-vision based UAV/Robot planning

* AI-aided networking 

* Object detection, tracking, and ReID

* AI-aided gaming and multi-agent competition

* Multi-UAV monitoring in unknown environments

  

News!

* Our one new paper on freshness data retrieval is accepted in RTSS 2022, CCF A

* Our one new paper on truthful diffusion mechanisms is accepted in AAAI 2021, CCF A
 (congratulations to Xiang!)

* Our one new paper on proportional representation mechanisms is accepted in IJCAI 2021, CCF A
 (congratulations to Xiang!)

* Our one new paper on link prediction is accepted in CIKM, CCF B. 

* Our one new paper on semantic segmentation is accepted in ECCV 2020, CCF B. 
 (congratulations to Liyi!)

* Our two new papers on Strategy Game AI and Learning-based Flow Scheduling are accepted in NCAA 2020, CBD2020. 
 (congratulations to Zhentao, Yuxin, Kai, and Hong!)

*UAV cooperation platform COUAS is open-sourced and the work is published in Transactions on Sensor Networks. 
 (congratulations to Ziyao, Yuxin and Hailong!)

* Our one new paper on budget-feasible fair mechanisms is accepted in AAMAS 2020, CCF B. 
 (congratulations to Xiang Liu!)

* Our one new paper on cloud recovery planning is accepted in Trans. on Service Computing (TSC), JCR Q1.


Academic Positions

Professor, Southeast University, China, 2019-Now.

Associate Professor, Southeast University, China, 2012.11-2019.

Postdoc/Research Fellow, Nanyang Technological University, Singapore, 2011-2012.

  

Education

Ph.D. in Computer Science, City Univertiy of Hong Kong, Hong Kong, CityU, 2007-2011.

Ph.D. in Computer Science, University of Science and Technology of China, China, USTC, 2006-2011.

B.S. in Computer Science and Engineering, South China University of Technology, SCUT, 2002-2006.

  

Awards and Honors

* ACM China, “Rising Star”, 2017.

* Microsoft Research Asia, “MSRA Fellowship”, 2010.

* Chinese Academy of Sciences, “Dean's Scholarship”, 2011.

* City University of Hong Kong, Peter-Ho Scholarship, 2008.

  

Grants (selected)

国家、省部级重点研发、自然基金项目:

面向城市精准管理的新型群智感知技术及应用,国家重点研发项目课题;

不完全信息环境下的众包质量优化机制研究,国家自然基金面上项目;

群智感知中绿色可信的数据收集调度算法研究,国家自然基金面上项目;

面向智能移动出行的网约车个性化引导式调度算法研究,江苏省自然科学青年基金;

带能量供给与变速延迟约束的电压调整节能调度算法研究,国家自然科学基金青年项目;

面向移动物联网中数据检索的优化技术研究,国家自然科学青年基金项目;

面向移动设备在无线供电工业物联网中的关键技术研究,江苏省自然科学青年基金项目;

  

企业合作、军工项目:

多无人机环境快速构建方法,中国XX集团;

基于AI的网络动态切片方法研究,中兴通讯;

无人机智能避障路径规划算法研究,之江实验室课题;

低倍缺陷智能判级算法研究,江苏南钢

道路救援识别算法研究,江苏亿科达;

基于AI的日内交易员策略研究,上海时来;