師資隊伍

教師信息個人照片

姓名

李磊

性別

/htdocs/newcomputer/images/teacherimages/20170227175205.jpg

出生年月

1981

最終學位

博士

畢業學校

Macquarie University

從事專業

計算機

職務


所屬院系

計算機与信息学院

所屬科室(研究所)

軟件所

職稱

副研究員


聯系方式
     办公电话
     E-maillilei@hfut.edu.cn
    通讯地址安徽省合肥市蜀山區丹霞路485號(合肥工业大学翡翠湖校区)計算機与信息学院; 485 Danxia Road, Shushan District, Hefei, Anhui
    邮  编230601
簡    曆

  

李磊,副教授,博士,出生于1981年,2004年獲吉林大學信息與計算科學學士學位,2006年獲加拿大Memorial University of Newfoundland應用數學碩士學位,2011年獲澳大利亞Macquarie University計算機科学博士学位,2009年至2012年先後擔任Macquarie UniversityResearch AssistantResearch Fellow2013年于合肥工業大學受聘爲副教授。博士期間,李磊博士曾榮獲2011年澳洲最優博士論文提名。2016年做爲項目負責人承擔國家自然科學基金青年基金1項。2017年成爲IEEE高級會員。

李磊博士在數據挖掘,社會計算和圖計算等領域的著名國際頂級期刊/會議上共發表高水平論文61篇,被引次數達535次,h-index指數達到13h10-index指數達到17。获批发明專利4項、軟件著作權4項。其担任IEEE多個國際會議的程序委員會委員及組織者,並擔任若幹著名國際期刊的審稿人。
研究方向


圖計算,社會計算,數據挖掘,人工智能


教學工作

人工智能原理
Python
程序設計
數據結構與算法
獲獎情况

2017 IEEE Senior Member
2016-2018 
國家自然科學基金青年科學基金項目61503114負責人
2015-2016 
合肥工業大學春華計劃項目2015HGCH0012負責人
2015-2017 
國家973項目社交網絡分析與網絡信息傳播的基礎研究骨幹成員2013CB329604 
2014-2015 
教育部留學回國人員科研啓動基金負責人
2014-2016 
安徽省自然科学基金青年項目1408085QF130負責人
2014-2016 
教育部多源海量動態信息處理創新團隊成員
2013-2017 
合肥工業大學引進人才條件建設基金負責人
2011 Australasian Distinguished Doctoral Dissertation 2011 Nomination
by Macquarie University
2009 
中国國家优秀自费留学生奖学金
主要論著

1. 李磊楚喻棋汪萌韓莉吳信東基于NSGA2的網絡環境下多標簽種子節點選擇電子與信息學報, 39, 2017.
2. 
李磊汪萌吳信東基于社交網絡的社交行爲分析電子與信息學報, 2017.
3. Hao Wang, Xiaoling Huang, Lei Li, Microblog Oriented Interest Extraction with Both Content and Network Structure, Intelligent Data Analysis (IDA) (
影響因子0.631, JCR四區), 22(3), 2018.
4. Jiamiao Wang, Xindong Wu, Lei Li, A Framework for Semantic Connection based Topic Evolution with DeepWalk, Intelligent Data Analysis (IDA) (
影響因子0.631, JCR四區), 22(1), 2018.
5. 
介飛謝飛李磊吳信東社交網絡中隱式事件突發性檢測自動化學報, 2017. 
6. Jiamiao Wang, Xindong Wu, Lei Li, LDA-Based Topic Strength Analysis, Computing and Informatics (CAI) (
影響因子0.504, JCR四區), 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) (
影響因子0.469, JCR四區) , 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
檢索WOS:000369391800004, 影響因子2.34, JCR三區) (被引用次數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 
檢索WOS: 000384866200001, 影響因子2.083, JCR三區), 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檢索WOS: 000379087300004,影響因子0.4, JCR四區), 31(4): 661–672, 2016. 
13. 
鄒均,張海甯,唐屹,李磊,劉天喜,陳晖,曲烈,鄭曉明,區塊鏈技術指南,機械工業出版社,ISBN : 9787111553564,出版日期: 2016-11-01. 
14. 
王浩,張贊,李磊,汪萌,一种基于多阶邻居的网络环境下多标签分類算法,电子学报, 44(10): 2330–2334, 2016.
15. 
吳信東,赵银凤,李磊,基于种子节点选择的网络环境下多标签分類算法研究,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 
檢索WOS: 000356835000121, 影響因子3.534, JCR二區) (被引用次數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 
檢索WOS: 000365377700017, 影響因子2.947, JCR二區) (被引用次數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 檢索WOS: 000362187000007, 影響因子1.551, JCR三區) (被引用次數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 
檢索WOS: 000348380600007, 影響因子1.623JCR三區) (被引用次數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 (
影響因子0.897, JCR四區) (被引用次數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,胡學鋼,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頁,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) (
被引用次數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) (
被引用次數4, CCF B), 121-128, 2014.
32. 
吳信東,李毅,李磊,在线社交网络影响力分析,計算機学报 (被引用次數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 (
被引用次數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
檢索WOS: 000307722700004, 影響因子1.623JCR三區) (被引用次數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
檢索WOS: 000300880700002, 影響因子1.985JCR二區) (被引用次數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)(
論文接收率 11%) (被引用次數27CCF 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) (
被引用次數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
檢索WOS: 000294466900013, 影響因子1.017JCR三區), 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) (
被引用次數41CCF 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
檢索WOS: 000282704500004, 影響因子0.401JCR四區) (被引用次數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) (
被引用次數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) (
論文接收率16.2%) (被引用次數58CCF 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) (
被引用次數26CCF 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) (
被引用次數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) (
被引用次數9), 446-451, 2009.
46. Lei Li, Yuan Yuan, Dynamics in Three Cells with Multiple Time-delays, Nonlinear Analysis: Real World Applications (SCI
檢索WOS: 000254368500001, 影響因子2.338JCR一區) (被引用次數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) (
論文接收率: 16%) (被引用次數26CCF 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) (
被引用次數4), 165-172, 2008.