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教育背景

魏巍,副教授,海归博士后,硕士生导师,2012年毕业于华中科技大学计算机学院,获工学博士学位。主要研究方向包括信息检索、数据挖掘(文本挖掘/社交媒体分析与挖掘)、自然语言处理、机器学习、人工智能、推荐系统等。博士就读期间先后在微软亚洲研究院 (MSRA),新加坡南洋理工大学(NTU)以及新加坡国立大学(NUS)从事科学研究工作。2012年博士毕业后分别在新加坡南洋理工大学(NTU)及新加坡管理大学(SMU)从事博士后研究工作。作为骨干力量参与国家863计划1项(项目技术组长),新加坡国家研究基金项目(hosted by Media Development Authority of Singapore)2 项,微软亚洲研究院Graphor项目等。目前已发表国际高水平学术会议及期刊论文近二十篇, 主要发表在AAAI, SIGKDD, CIKM, IEEE TKDE, IEEE TSMC-B, IEEE TC, ACM TWEB, Information Sciences, Information Systems, IEEE Computational Intelligence Magazine等。

 

研究方向

主要研究方向:信息检索(Information Retrieval)、文本数据挖掘(Text Mining)、自然语言处理(Natural Language Processing)、机器学习(Machine Learning)、人工智能(Artificial Intelligence)、推荐系统(Recommender Systems)、社交媒体分析(SocialMedia Analysis)等。欢迎对我的研究方向感兴趣的同学报考研究生,具体要求:有一定的编程,数学、英语能力,思维活跃且逻辑思维清晰,有较强的自学能力。有意者请将简历发送至本人邮箱(weiw@hust.edu.cn)。

 

本人所在课题组科研项目较多,科研经费及研究生指标充足,可以为研究生提供良好的科研环境:(1)读研期间勤奋和成果突出的同学有机会被推荐到国内外著名高校或研究机构进行学术交流; (2)欢迎对科学研究感兴趣且有课余时间的本科生提前进入实验室参与科研工作,为今后就业或出国深造提前打好基础。 

 

 

工作经历

  • 2017.01–                           华中科技大学计算机学院                               Associate Professor

  • 2015.04 – 2017.01            华中科技大学计算机学院                               Lecturer

  • 2014.06 – 2015.03            新加坡管理大学信息学院                               Research Fellow

  • 2012.11 – 2014.05            新加坡南洋理工大学信息工程学院               Research Fellow

  • 2011.06 – 2011.12            新加坡国立大学计算机学院                           Visiting Student

  • 2010.09 – 2011.03            新加坡南洋理工大学信息工程学院               Research Assistant

  • 2009.10 – 2010.06            微软亚洲研究院信息检索与挖掘组               Research Intern

研究论文

 

Selected Papers: (* corresponding author)

  • Guohui Li, Chenggang Deng, Jianjun Li, Quan Zhou and Wei Wei. Deadline and Period Assignment for Update Transactions in Co-Scheduling Environment. IEEE Transactions on Computers, Accepted to appear. 2016. (DOI: 10.1109/TC.2016.2645205)

  • Wei Wei, Gao Cong, Chunyan Miao, Feida Zhu and Guohui Li, "Learning to Find Topic Experts in Twitter via Different Relations", IEEE Transactions on Knowledge and Data Engineering (IF = 2.067), 28(7):1764 -1778, 2016. (CCF A)

  • Wei Wei, Bin Gao, Tie-Yan Liu, Taifeng Wang, Guo-Hui Li and Hang Li, “A Ranking Approach on Large-Scale Graph with Multi-Dimensional Heterogeneous Information”, IEEE Transactions on Cybernetics (IF = 3.469), 46(4):930-944, 2016. (CCF B)

  • Wei Wei, ZhaoYan Ming, Liqiang Nie, Guohui Li, Jianjun Li, Feida Zhu, Tianfeng Shang and Changyin Luo, "Exploring Heterogeneous Features for Query-focused Summarization of Categorized Community Answers", Information Sciences (IF = 4.038), 330:403-423, 2016.  (CCF B)

  • Guohui Li, Changyin Luo,Wei Wei *, Jianjun Li, "RkNN query Integrity with influence zone", Information Systems (IF = 1.456), 56:214-231, 2016. (CCF B).

  • Changyin Luo, Li Junlin, Guohui Li,  Wei Wei *,Yanhong Li, Jianjun Li, "Efficient reverse spatial and textual k nearest neighbor queries on road networks", Knowledge-Based Systems (IF = 2.947), 93:121-134, 2016. (SCI).

  • Hengjie Song, Yonghui Xu, Huaqing Min, Qingyao Wu,Wei Wei *, Jianshu Weng, Xiaogang Han, Qiang Yang, Jialiang Shi, Jiaqian Gu, Chunyan Miao and Nishida Toyoaki, "Individual Judgments vs. Consensus: Estimating Query-URL Relevance", ACM Transactions on the Web (IF = 1.255),  10(3), 2016. (CCF B).

  • Jianjun Li, Jian-Jia Chen, Ming Xiong, Guohui Li,Wei Wei *, "Temporal Consistency Maintenance Upon Partitioned Multiprocessor Platforms", IEEE Transactions on Computers (TC, IF = 1.659), 2016, 65(5):1632-1645. (CCF A).

  •  Maofu Liu, He Zhang, Huijun Hu, Wei Wei, "Topic categorization and representation of health community generated data", Multimedia Tools and Applications (IF = 1.346), 1-13, 2015. (SCI).

  • Degui Xiao, Quiwei Yang, Bing Yang, Wei Wei, "Monocular Scene Flow Estimation via Variational method", Multimedia Tools and Applications (IF = 1.346), 1-23, 2015. (SCI).

  • Yingjie Xia, Qianqian Zhu,Wei Wei, “Weakly Supervised Random Forest for Multi-Label Image Clustering and Segmentation”, In: Proceedings of ACM International Conference on Multimedia Retrieval (ICMR'15),  pp. 227-233, 2015. (CCF B)

  • Yong Liu, Wei Wei, Aixin Sun, Chunyan Miao, “Exploiting Geographical Neighborhood Characteristics for Location Recommendation”,  In: Proceedings of the 23thACM International Conference on Conference on Information and Knowledge Management (CIKM), ShangHai, China,  pp. 739-748, 2014. (CCF B)  [Full Paper, Oral]

  • Xiaogang Han,Wei Wei *,Chunyan Miao, Jian-Ping Mei and Hengjie Song, “Context-Aware Personal Information Retrieval from Multiple Social Networks”, IEEE Computational Intelligence Magazine (IF =  2.571), 9(2):18-28, 2014. (SCI)

  • Wei Wei, Gao Cong, Xiaoli Li, See-Kiong Ng and Guohui Li, “Integrating Community Question and Answer Archives”,  In: Proceedings of the 25thAAAI Conference on Artificial Intelligence (AAAI), San Francisco, California,  USA, pp. 1255-1260, 2011. (CCF A)  [Full Paper, Oral]

  • Bin Gao, Tie-Yan Liu,Wei Wei, Taifeng Wang and Hang Li, “Semi-supervised ranking on very large graphs with rich metadata”, In: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (SIGKDD), San Diego, CA, USA, pp. 96-104, 2011.  (CCF A)  [Full Paper, Oral]

 

科研项目与获奖

主持国家自然科学基金,湖北省自然科学基金,华科大自主创新基金等项目;参与国家863计划,新加坡国家研究基金项目(hosted by Media Development Authority of Singapore),微软亚洲研究院Graphor项目等。

 

[1] 微博社交网络中主题专家搜索关键技术研究, 国家自然科学基金青年基金 (项目编号:61602197), 2017~2019 (主持, 在研)

[2] 面向问答系统中开放式问题分析及答案融合方法的关键技术研究, 湖北省自然科学青年基金(项目编号:2016CFB192), 2015~2017 (主持, 在研)

[3] 华中科技大学人才引进基金, 2015-2018 (主持)

[4] 华中科技大学自主创新基金, 2016-2018(主持)

[5] 基于传感器网络的目标跟踪技术研究, 国家863计划 (项目编号:2007AA01Z309), 2007~2009 (参与, 骨干)

 

获2015-2016年华中科技大学教师教学竞赛二等奖。