教师信息个人照片

姓名

李磊

性别

/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 Fellow2013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72篇,被引次数达633次,h-index指数达到15h10-index指数达到20。获批发明专利7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. Lei Li, Fang Zhang, Zan Zhang*, Peipei Li, Chenyang Bu, Multi-Fuzzy-Objective Graph Pattern Matching in Big Graph Environments with Reliability, Trust and Social Relationship, World Wide Web Journal (WWWJ) (影响因子1.623,JCR三区), 2019. 

2. Lei Li*, Fang Zhang, Guanfeng Liu, Multi-Fuzzy-Objective Graph Pattern Matching with Big Graph Data, Journal of Database Management (JDM) (影响因子2.121, JCR四区), 30(4), 2019. 

3. Lei Li*, Yuqi Chu, Guanfeng Liu, Xindong Wu, Multi-objective Optimization-based Networked Multi-label Active Learning, Journal of Database Management (JDM) (影响因子2.121, JCR四区), 30(2), 1-26, 2019.

4. Lei Li, Yongkang Jiang, Guanfeng Liu, Consensus with Voting Theory in Blockchain Environments, 2019 IEEE International Conference on Big Knowledge (ICBK 2019), 2019.

5. Guliu Liu, Lei Li*, and Xindong Wu, Multi-Fuzzy-Constrained Graph Pattern Matching with Big Graph Data, Intelligent Data Analysis (IDA) (影响因子0.631, JCR四区), 24(4), 2020.

6. Fei Jie, Chunpai Wang, Feng Chen, Lei Li, and Xindong Wu, Block-Structured Optimization for Subgraph Detection in Interdependent Networks, 19th IEEE International Conference on Data Mining (ICDM 2019), 2019.

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), 2019.

8. Shengwei Ji, Chenyang Bu, Lei Li, Xindong Wu, Local Graph Edge Partitioning with A Two-stage Heuristic Method, the 39th IEEE International Conference on Distributed Computing Systems (ICDCS 2019), 2019.

9. Anfeng Cheng, Chuan Zhou, Hong Yang, Jia Wu, Lei Li, Jianlong Tan, Li Guo, Deep Active Learning for Anchor User Prediction, the 28th International Joint Conference on Artificial Intelligence (IJCAI 2019), 2151-2157, 2019.

10. Jun Zou, Bin Ye, Lie Qu, Yan Wang, Mehmet Orgun, Lei Li, A Proof-of-Trust Consensus Protocol for Enhancing Accountability in Crowdsourcing Services, IEEE Transactions on Services Computing (TSC) (影响因子1.985,JCR二区), 12(3): 429-445, 2019.

11. Junwei Lv, Xuegang Hu, Lei Li and Peipei Li, An Effective Confidence-based Early Classification of Time Series, IEEE Access (影响因子4.098, JCR二区), 7(1), 96113-96124, 2019.

12. Gongqing Wu, Huicheng Zhang, Ying He, Xianyu Bao, Lei Li, Xuegang Hu, Learning Kullback-Leibler Divergence-based Gaussian Model for Multivariate Time Series Classification, IEEE Access (影响因子4.098, JCR二区), 7(1), 139580-139591, 2019.

13. Xuegang Hu, Wei He, Lei Li, Yaojin Lin, Huizong Li, Jianhan Pan, An Efficient and Fast Algorithm for Community Detection Based on Node Role Analysis, International Journal of Machine Learning and Cybernetics (SCI检索WOS:000462465500003,影响因子1.699, JCR四区), 10(4): 641-654, 2019.

14. 李磊, 李爱平, 汪萌, 吴信东, 基于社交网络的行为分析和挖掘, 科学出版社,  ISBN号:9787030548290,出版日期: 2018-05-01.

15. Lei Li*, Chuan Zhou*, Jianping He, Jiamiao Wang, Xin Li, Xindong Wu, Collective Semantic Behavior Extraction in Social Networks, Journal of Computational Science (SCI检索WOS: 000449242900023,影响因子1.748, JCR三区), 28(2018), 236-244, 2018.

16. Lei Li, Fang Zhang, Di Ma, Chuan Zhou, Xuegang Hu, Multi-Target Core Network-based Networked Multi-label Classification, 2018 IEEE International Conference on Big Knowledge (ICBK 2018), 274-281, 2018.

17. Peipei Li, Lu He, Haiyan Wang, Xuegang Hu, Yuhong Zhang*, Lei Li, Xindong Wu. Learning from Short Text Streams with Topic Drifts. IEEE Transactions on Cybernetics (SCI检索WOS:000442362100016,影响因子7.384, JCR一区), 48(9), 2697-2711, 2018.

18. Chuan Zhou, Wei-Xue Lu, Jingzun Zhang, Lei Li, Yue Hu, Li Guo, Early Detection of Dynamic Harmful Cascades in Large-scale Networks, Journal of Computational Science (SCI检索WOS:000449242900029,影响因子1.748, JCR三区), 28(2018), 304-317, 2018.

19. Hao Wang, Xiaoling Huang, Lei Li, Microblog Oriented Interest Extraction with Both Content and Network Structure, Intelligent Data Analysis (IDA)(SCI检索WOS:000432011700004,影响因子0.631, JCR四区), 22(3), 515-532, 2018.

20. Jiamiao Wang, Xindong Wu, Lei Li, A Framework for Semantic Connection based Topic Evolution with DeepWalk, Intelligent Data Analysis (IDA) (SCI检索WOS: 000426790500011,影响因子0.631, JCR四区), 22(1), 211-237, 2018.

21. Ruilong Zhang, Lei Li, Yuhong Zhang, Chenyang Bu, Imbalanced Networked Multi-label Classification with Active Learning, 2018 IEEE International Conference on Big Knowledge (ICBK 2018), 290-297, 2018.

22. Yingchun Shan, Chenyang Bu, Xiaojian Liu, Shengwei Ji, Lei Li, Confidence-aware Negative Sampling Method for Noisy Knowledge Graph Embedding, 2018 IEEE International Conference on Big Knowledge (ICBK 2018), 33-40, 2018.

23. Feng Yao, Ang Li, Ping Ding, Lei Li, Nuclear Clustering Algorithm on State Grid's IT Operation Log, 2018 International Conference on Security, Pattern Analysis, and Cybernetics (IEEE SPAC 2018), 504-509, 2018.

24. 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, 44(04), 730-742, 2018. 

25. 黄晓玲,王浩,李磊,伏明兰,基于邻居网络的科学文献关键词提取研究,模式识别与人工智能, 31(8), 750-762, 2018.

26. 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(9), 2040-2047, 2017.

27. 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, 39(9), 2108-2118, 2017.

28. Lei Li, Behavior Analysis in Social Networks, Encyclopedia of Social Network Analysis and Mining, Springer, 1-10, 2017.

29. Jin He, Lei Li, Xindong Wu, A Self-adaptive Sliding Window based Topic Model for Non-uniform Texts, 2017 IEEE International Conference on Data Mining (ICDM 2017), 147-156, 2017.

30. Jiamiao Wang, Xindong Wu, Lei Li, Semantic Connection based Topic Evolution, 2017 AAAI Conference on Artificial Intelligence (AAAI 2017), 5001-5002, 2017. 

31. Jiamiao Wang, Lei Li, Xindong Wu, LDA-Based Topic Strength Analysis, Computing and Informatics (CAI)(SCI检索WOS:000439264300002,影响因子0.504, JCR四区), 36(6), 1283-1311, 2017.

32. 吴信东, 介飞, 李磊, 汪萌, 社交网络话题的发现与演化,科技纵览(IEEE SPECTRUM),62-64,2017年12月.

33. 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10), 31(1), 24-30, 2016.

34. Peipei Li, Lu He, Xuegang Hu, Yuhong Zhang, Lei Li, Xindong Wu, Concept based Short Text Stream Classification with Topic Drifting Detection, 2016 IEEE International Conference on Data Mining (ICDM 2016)(被引用次数4), 1009-1014, 2016

35. Meng Wang*, Lei Li, Ee-Peng Lim, 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)(被引用次数1), 210, 1–2, 2016.

36. 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)(被引用次数3), 31(4): 661–672, 2016. 

37. 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号:9787111553564,出版日期: 2016-11-01. 

38. 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.

39. 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 (被引用次数1), 44(9): 2074–2080, 2016.

40. 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) (被引用次数1), 61-68, 2016.

41. 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14) , 10(6): e0130493, 2015.

42. 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5), 90, 199-210, 2015.

43. 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9), 65, 44-50, 2015.

44. 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41), Springer, 18, 159-184, 2015.

45. Jiayin Qi, Qixing Qu*, Yongpin 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5), 16(4), 273-290, 2015.

46. 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.

47. Lei Li, Di Ma, Guanfeng Liu, Social Community-oriented Social Attribute Analysis: An Empirical Study on QQ Group Data, 8th IEEE International Conference on Social Computing and Networking (SocialCom 2015), 457-464, 2015.

48. 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.

49. 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)(被引用次数1), 932-939, 2015.

50. Yi Li, Xindong Wu, Lei Li, Community Influence Analysis Based on Social Network Structures, 8th IEEE International Conference on Social Computing and Networking (SocialCom 2015) (被引用次数1), 247-254, 2015.

51. Linlin Ma, Guanfeng Liu, Guohao Sun, Lei Li, Zhixu Li, An Liu, Lei Zhao, A Multiple Trust Paths Selection Tool in Contextual Online Social Networks, 17th Asia-PacificWeb Conference (APWeb 2015)(CCF C类), Springer, LNCS 9313, 867–870, 2015.

52. 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类), 456-463, 2015.

53. 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页–172页,2015.

54. 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3), 180-187, 2014. 

55. 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40) ,37卷(4),735页-752页,2014.

56. 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8, CCF B类), 121-128, 2014.

57. 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10), Springer, 75-99, 2014.

58. 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17), Springer, 15, 547-579, 2012.

59. 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44), 4(4), 257-271, 2011.

60. 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33,CCF B类), 604-611, 2011.

61. 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.

62. 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.

63. Lei Li, Yan Wang, Subjective Trust Inference in Composite Services, Twenty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2010)(被引用次数44,CCFA类), 1377-1384, 2010.

64. 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24), 16(13), 1720-1744, 2010.

65. 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.

66. 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63,CCF B类), Springer, LNCS 5900, 50-67, 2009.

67. 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28,CCF C类), 482-485, 2009.

68. 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22), Springer, LNCS 5586, 221-235, 2009.

69. Guanfeng Liu, Yan Wang, 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10), 446-451, 2009.

70. 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21, 9(3), 725-746, 2008.

71. 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29,CCF B类), 270-277, 2008.

72. 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.