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  • 教师信息个人照片

    姓名

    李磊

    性别

    http://www.ofilmizle.com/htdocs/newcomputer/images/teacherimages/20170227175205.jpg

    出生年月

    1981

    最终学位

    博士

    毕业学校

    Macquarie University

    从事专业

    计算机

    职务


    所属院系

    计算机与信息学院

    所属科室(研究所)

    软件所

    职称

    副研究员


    联系方式
         办公电话
         E-maillilei@hfut.edu.cn
        通讯地址安徽省合肥市蜀山区丹霞路485号(合肥工业大学翡翠湖校区)计算机与信息学院; 485 Danxia Road, Shushan District, Hefei, Anhui
        邮  编230601
    简    历

      

    李磊,副教授,博士,出生于1981年,2004年获吉林大学信息与计算科学学士学位,2006年获加拿大Memorial University of Newfoundland应用数学硕士学位,2011年获澳大利亚Macquarie University计算机科学博士学位,2009年至2012年先后担任Macquarie UniversityResearch AssistantResearch Fellow,2013年于合肥工业大学受聘为副教授。博士期间,李磊博士曾荣获2011年澳洲最优博士论文提名。2016年做为项目负责人承担国家自然科学基金青年基金1项。2017年成为IEEE高级会员。

    李磊博士在数据挖掘,社会计算和图计算等领域的著名国际顶级期刊/会议上共发表高水平论文61篇,被引次数达535次,h-index指数达到13,h10-index指数达到17?;衽⒚髯ɡ?/span>4项、软件著作权4项。其担任IEEE多个国际会议的程序委员会委员及组织者,并担任若干著名国际期刊的审稿人。
    研究方向


    图计算,社会计算,数据挖掘,人工智能


    教学工作

    人工智能原理
    Python
    程序设计
    数据结构与算法
    获奖情况

    2017 IEEE Senior Member
    2016-2018 
    国家自然科学基金青年科学基金项目61503114负责人
    2015-2016 
    合肥工业大学春华计划项目2015HGCH0012负责人
    2015-2017 
    国家973项目社交网络分析与网络信息传播的基础研究骨干成员2013CB329604 
    2014-2015 
    教育部留学回国人员科研启动基金负责人
    2014-2016 
    安徽省自然科学基金青年项目1408085QF130负责人
    2014-2016 
    教育部多源海量动态信息处理创新团队成员
    2013-2017 
    合肥工业大学引进人才条件建设基金负责人
    2011 Australasian Distinguished Doctoral Dissertation 2011 Nomination
    by Macquarie University
    2009 
    中国国家优秀自费留学生奖学金
    主要论著

    1. 李磊楚喻棋汪萌韩莉吴信东基于NSGA2的网络环境下多标签种子节点选择电子与信息学报, 39, 2017.
    2. 
    李磊汪萌吴信东基于社交网络的社交行为分析电子与信息学报, 2017.
    3. Hao Wang, Xiaoling Huang, Lei Li, Microblog Oriented Interest Extraction with Both Content and Network Structure, Intelligent Data Analysis (IDA) (
    影响因子0.631, JCR四区), 22(3), 2018.
    4. Jiamiao Wang, Xindong Wu, Lei Li, A Framework for Semantic Connection based Topic Evolution with DeepWalk, Intelligent Data Analysis (IDA) (
    影响因子0.631, JCR四区), 22(1), 2018.
    5. 
    介飞谢飞李磊吴信东社交网络中隐式事件突发性检测自动化学报, 2017. 
    6. Jiamiao Wang, Xindong Wu, Lei Li, LDA-Based Topic Strength Analysis, Computing and Informatics (CAI) (
    影响因子0.504, JCR四区), 2017.
    7. Guanfeng Liu, An Liu, Yan Wang, Lei Li, SoTrust: A Strong Social Graph Aware Trust Paths Finding for Trustworthy Service Provider Selection in Contextual Social Networks, International Journal of Web Services Research (JWSR) (
    影响因子0.469, JCR四区) , 2017.
    8. Jiamiao Wang, Xindong Wu, Lei Li, Semantic Connection based Topic Evolution, 2017 AAAI Conference on Artificial Intelligence (AAAI 2017), PhD Abstract, 5001-5002, 2017. 
    9. Lei Li, Jianping He, Meng Wang, Xindong Wu, Trust Agent-Based Behavior Induction in Social Networks, IEEE Intelligent Systems, (SCI
    检索WOS:000369391800004, 影响因子2.34, JCR三区) (被引用次数4), 31(1), 24-30, 2016.
    10. Peipei Li, Lu He, Xuegang Hu, Yuhong Zhang, Lei Li, and Xindong Wu, Concept based Short Text Stream Classification with Topic Drifting Detection, 2016 IEEE International Conference on Data Mining (ICDM 2016), 1009-1014, 2016
    11. Meng Wang, Ee-Peng Lim, Lei Li, Mehmet Orgun, Behavior Analysis in Social Networks: Challenges, Technologies, and Trends, Neurocomputing, (SCI 
    检索WOS: 000384866200001, 影响因子2.083, JCR三区), 210, 1–2, 2016.
    12. Gongqing Wu, Lei Li, Li Li, Xindong Wu, Web News Extraction via Tag Path Feature Fusion Using DS Theory, Journal of Computer Science and Technology
    SCI检索WOS: 000379087300004,影响因子0.4, JCR四区), 31(4): 661–672, 2016. 
    13. 
    邹均,张海宁,唐屹,李磊,刘天喜,陈晖,曲烈,郑晓明,区块链技术指南,机械工业出版社,ISBN : 9787111553564,出版日期: 2016-11-01. 
    14. 
    王浩,张赞,李磊,汪萌,一种基于多阶邻居的网络环境下多标签分类算法,电子学报, 44(10): 2330–2334, 2016.
    15. 
    吴信东,赵银凤,李磊,基于种子节点选择的网络环境下多标签分类算法研究,电子学报, 44(9): 2074–2080, 2016.
    16. Yinfeng Zhao, Lei Li, Xindong Wu, Link Prediction-based Multi-label Classification on Networked Data, 2016 IEEE International Conference on Data Science in Cyberspace (IEEE DSC 2016), 61-68, 2016.
    17. Lei Li, Yan Wang, Guanfeng Liu, Meng Wang, Xindong Wu, Context-aware Reviewer Assignment for Trust Enhanced Peer Review, PLoS ONE (SCI 
    检索WOS: 000356835000121, 影响因子3.534, JCR二区) (被引用次数10) , 10(6): e0130493, 2015.
    18. Jianhan Pan, Xuegang Hu, Yuhong Zhang, Peipei Li, Yaojin Lin, Huizong Li, Wei He, Lei Li, Quadruple Transfer Learning: Exploiting Both Shared and Non-shared Concepts for Text Classification, Knowledge-Based Systems (SCI 
    检索WOS: 000365377700017, 影响因子2.947, JCR二区) (被引用次数1), 90, 199-210, 2015.
    19. Yuhong Zhang, Xuegang Hu, Peipei Li, Lei Li, Xindong Wu, Cross-Domain Sentiment Classification--Feature Divergence, Polarity Divergence or Both
    ?Pattern Recognition Letters (SCI 检索WOS: 000362187000007, 影响因子1.551, JCR三区) (被引用次数5), 65, 44-50, 2015.
    20. Yan Wang, Lei Li, Guanfeng Liu, Social Context-Aware Trust Inference for Trust Enhancement in Social Network based Recommendations on Service Providers, World Wide Web Journal (WWWJ) (SCI 
    检索WOS: 000348380600007, 影响因子1.623,JCR三区) (被引用次数25), Springer, 18, 159-184, 2015.
    21. Jia-Yin Qi, Qi-Xing Qu, Yong-Pin Zhou, Lei Li, The Impact of Users’ Characteristics on Customer Lifetime Value Raising: Evidence from Mobile Data Service in China, Information Technology and Management (
    影响因子0.897, JCR四区) (被引用次数3), 16(4), 273-290, 2015.
    22. Lei Li, Qin Liang, Guanfeng Liu, Ranking-Based Multi-Source Rating Aggregation with Social Contexts, 2015 IEEE International Conference on Data Mining Workshops (ICDMW 2015), 892-899, 2015.
    23. Zan Zhang, Hao Wang, Lei Li, Guanfeng Liu, Core Network based Multi-Label Classification in Large-Scale Social Network Environments, 2015 IEEE International Conference on Data Mining Workshops (ICDMW 2015), 940-947, 2015.
    24. Xinhu Zheng, Jiamiao Wang, Fei Jie, Lei Li, Two Phase based Spammer Detection in Weibo, 2015 IEEE International Conference on Data Mining Workshops (ICDMW 2015), 932-939, 2015.
    25. Lei Li, Di Ma, Guanfeng Liu, Social Community-oriented Social Attribute Analysis: An Empirical Study on QQ Group Data, The 8th IEEE International Conference on Social Computing and Networking (SocialCom 2015), 457-464, 2015.
    26. Yi Li, Xindong Wu, Lei Li, Community Influence Analysis Based on Social Network Structures, The 8th IEEE International Conference on Social Computing and Networking (SocialCom 2015), 247-254, 2015.
    27. Linlin Ma, Guanfeng Liu, Guohao Sun, Lei Li, Zhixu Li, An Liu, and Lei Zhao, A Multiple Trust Paths Selection Tool in Contextual Online Social Networks, 17th Asia-PacificWeb Conference (APWeb 2015) (CCF C
    ), LNCS 9313, 867–870, 2015.
    28. Feng Zhu, Guanfeng Liu, Yan Wang, An Liu, Zhixu Li, Pengpeng Zhao, Lei Li, A Context-Aware Trust-Oriented Influencers Finding in Online Social Networks, IEEE International Conference on Web Services (ICWS 2015) (CCF B
    ), 456-463, 2015.
    29. 
    杜梅,胡学钢,李磊,何伟,基于网络结构极值优化的半监督社团检测方法,模式识别与人工智能,第28卷第2期,162–172页,2015.
    30. Lei Li, Mei Du, Guanfeng Liu, Xuegang Hu, Gongqing Wu, Extremal Optimization-based Semi-Supervised Algorithm with Conflict Pairwise Constraints for Community Detection, IEEE/ACM International Conference on Advances in Social Network Analysis and Mining (ASONAM 2014) (
    被引用次数2), 180-187, 2014. 
    31. Guanfeng Liu, An Liu, Yan Wang, Lei Li, An Efficient Multiple Trust Paths Finding Algorithm for Trustworthy Service Provider Selection in Real-Time Online Social Network Environments, IEEE International Conference on Web Services (ICWS 2014) (
    被引用次数4, CCF B), 121-128, 2014.
    32. 
    吴信东,李毅,李磊,在线社交网络影响力分析,计算机学报 (被引用次数28), 37卷(4),735-752, 2014.
    33. Lei Li, Yan Wang, The Roadmap of Trust and Trust Evaluation in Web Applications and Web Services, Springer's Handbook on Advanced Web Services (
    被引用次数7), Springer, 75-99, 2014.
    34. Lei Li, Yan Wang, The Study of Trust Vector Based Trust Rating Aggregation in Service-Oriented Environments, World Wide Web Journal (WWWJ) (SCI
    检索WOS: 000307722700004, 影响因子1.623,JCR三区) (被引用次数15), Springer, 15, 547-579, 2012.
    35. Yan Wang, Lei Li, Two-Dimensional Trust Rating Aggregations in Service-Oriented Applications, IEEE Transactions on Services Computing (TSC) (SCI
    检索WOS: 000300880700002, 影响因子1.985,JCR二区) (被引用次数40), 4(4), 257-271, 2011.
    36. Lei Li, Yan Wang, A Subjective Probability Based Deductive Approach to Global Trust Evaluation in Composite Services, IEEE International Conference on Web Services (ICWS 2011)(
    论文接收率 11%) (被引用次数27,CCF B), 604-611, 2011.
    37. Hadi Mashinchi, Lei Li, Mehmet Orgun, Yan Wang, The Prediction of Trust Rating Based on the Quality of Services Using Fuzzy Linear Regression, IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011) (
    被引用次数10), 1953-1959, 2011.
    38. Yuan Yuan, Lei Li, Synchronous/Asynchronous Patterns in Three-Cell Networks with Multiple Time Delays, International Journal of Bifurcation and Chaos (IJBC) (SCI
    检索WOS: 000294466900013, 影响因子1.017,JCR三区), 21(6), 1701-1718, 2011.
    39. Lei Li, Yan Wang, Subjective Trust Inference in Composite Services, Twenty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2010) (
    被引用次数41,CCF A), 1377-1384, 2010.
    40. Lei Li, Yan Wang, Ee-Peng Lim, Trust-Oriented Composite Service Selection with QoS Constraints, Journal of Universal Computer Science (J.UCS) (SCI
    检索WOS: 000282704500004, 影响因子0.401,JCR四区) (被引用次数23), 16(13), 1720-1744, 2010.
    41. Lei Li, Yan Wang, Context Based Trust Normalization in Service-Oriented Environments, International Conference on Autonomic and Trusted Computing (ATC 2010) (
    被引用次数5), Springer, LNCS 6407, 122-138, 2010.
    42. Lei Li, Yan Wang, Ee-Peng Lim, Trust-oriented Composite Service Selection and Discovery, International Conference on Service Oriented Computing (ICSOC/ServiceWave 2009) (
    论文接收率16.2%) (被引用次数58,CCF B), Springer, LNCS 5900, 50-67, 2009.
    43. Lei Li, Yan Wang, Trust Evaluation in Composite Services Selection and Discovery, IEEE International Conference on Services Computing (SCC 2009) (
    被引用次数26,CCF C), 482-485, 2009.
    44. Lei Li, Yan Wang, Vijay Varadharajan, Fuzzy Regression Based Trust Prediction in Service-Oriented Applications, International Conference on Autonomic and Trusted Computing (ATC-09) (
    被引用次数19), Springer, LNCS 5586, 221-235, 2009.
    45. Guanfeng Liu, Yan Wang and Lei Li, Trust Management in Three Generations of Web-based Social Networks, The Symposia and Workshop on Ubiquitous, Autonomic and Trusted Computing (UIC-ATC 2009) (
    被引用次数9), 446-451, 2009.
    46. Lei Li, Yuan Yuan, Dynamics in Three Cells with Multiple Time-delays, Nonlinear Analysis: Real World Applications (SCI
    检索WOS: 000254368500001, 影响因子2.338,JCR一区) (被引用次数20), 9(3), 725-746, 2008.
    47. Lei Li, Yan Wang, A Trust Vector Approach to Service-Oriented Applications, IEEE International Conference on Web Services (ICWS 2008) (
    论文接收率: 16%) (被引用次数26,CCF B), 270-277, 2008.
    48. Yan Wang, Lei Li, Ee-Peng Lim, Price Trust Evaluation in E-Service Oriented Applications, IEEE Conference on E-Commerce Technology and IEEE Conference on Enterprise Computing, E-Commerce and E-Services (CEC/EEE 2008) (
    被引用次数4), 165-172, 2008.


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