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        教師信息個人照片

        姓名

        李磊

        性別

        http://www.qdjtsg.com/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

        計算機與信息學院

        所屬科室(研究所)

        軟件所

        職稱

        副研究員


        聯系方式
             辦公電話
             E-maillilei@hfut.edu.cn
            通訊地址安徽省合肥市蜀山區丹霞路485號(合肥工業大學翡翠湖校區)計算機與信息學院; 485 Danxia Road, Shushan District, Hefei, Anhui
            郵  編230601
        簡    歷

          

        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計算機科學博士學位,2009年至2012年先后擔任Macquarie UniversityResearch AssistantResearch Fellow,2013年于合肥工業大學受聘為副教授。博士期間,李磊博士曾榮獲2011年澳洲最優博士論文提名。2016年做為項目負責人承擔國家自然科學基金青年基金1項,2018年做為項目負責人承擔教育部產學合作協同育人項目1項,2020年做為項目負責人承擔教育部高校產學研創新基金1項。2017年成為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80篇,被引次數達746次,h-index指數達到16,h10-index指數達到22。獲批發明專利7項、軟件著作權4項。其擔任IEEE多個國際會議的程序委員會委員及組織者,并擔任若干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
        獲獎情況

        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干成員2013CB329604 
        2014-2015 
        教育部留學回國人員科研啟動基金負責人
        2014-2016 
        安徽省自然科學基金青年項目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 
        中國國家優秀自費留學生獎學金
        主要論著

        1. Lei Li*, Xindong Wu, Huanhuan Chen, Chuan Zhou, Guanfeng Liu, Yongkang Jiang, Weighted Partial Order Oriented Three-Way Decisions under Score-based Common Voting Rules, International Journal of Approximate Reasoning (CCF B類期刊,影響因子2.2000,JCR三區), 2020.

        2. 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) (CCF B類期刊,影響因子1.623,JCR三區), 23(1): 649-669, 2020. 

        3. 李磊,薛明鶴,胡學鋼,李培培,吳共慶,基于微信小程序和Python的人工智能原理實驗方案設計,計算機教育 (CCF C類中文期刊),5,2020.

        4. Zhaolong Ling, Kui Yu, Hao Wang, Lei Li, Xindong Wu, Using Feature Selection for Local Causal Structure Learning, IEEE Transactions on Emerging Topics in Computational Intelligence, 2021. 

        5. Jin He, Lei Li*, Yan Wang, Xindong Wu, Targeted Aspects Oriented Topic Modeling for Short Texts, Applied Intelligence (APIN) (CCF C類期刊,影響因子2.882,JCR三區), 2020. 

        6. Guliu Liu, Lei Li*, and Xindong Wu, Multi-Fuzzy-Constrained Graph Pattern Matching with Big Graph Data, Intelligent Data Analysis (IDA) (CCF C類期刊,影響因子0.631, JCR四區), 24(4), 2020.

        7. Jin He, Lei Li*, Yan Wang, and Xindong Wu, Hierarchical Features-based Targeted Aspect Extraction from Online Reviews, Intelligent Data Analysis (IDA) (CCF C類期刊,影響因子0.631, JCR四區), 25(1), 2021. 

        8. Xiaoling Huang, Hao Wang, Lei Li*, Yi Zhu and Chengxiang Hu, Microbloggers’ Interest Inference Using a Subgraph Stream, Intelligent Data Analysis (IDA) (CCF C類期刊,影響因子0.631, JCR四區), 25(2), 2021.

        9. Bingbing Dong, Yi Zhu, Lei Li, Xindong Wu*, Hybrid Collaborative Recommendation via Dual-AutoEncoder, IEEE Access (影響因子4.098, JCR二區) , 8, 46030-46040, 2020. 

        10. Lei Li*, Fang Zhang, Guanfeng Liu, Multi-Fuzzy-Objective Graph Pattern Matching with Big Graph Data, Journal of Database Management (JDM) (CCF C類期刊,影響因子2.121, JCR四區), 30(4), 24-40, 2019. 

        11. Lei Li*, Yuqi Chu, Guanfeng Liu, Xindong Wu, Multi-Objective Optimization-based Networked Multi-label Active Learning, Journal of Database Management (JDM) (CCF C類期刊,影響因子2.121, JCR四區), 30(2), 1-26, 2019.

        12. Lei Li, Wei Li, Jianxing Liao, and Xuegang Hu, Adaptive State Continuity-Based Sparse Inverse Covariance Clustering for Multivariate Time Series, 2019 International Conference on Security, Pattern Analysis, and Cybernetics (IEEE SPAC 2019), 2019.

        13. Lei Li, Yongkang Jiang, Guanfeng Liu, Consensus with Voting Theory in Blockchain Environments, 2019 IEEE International Conference on Big Knowledge (ICBK 2019), 152-159, 2019.

        14. Fei Jie, Chunpai Wang, Feng Chen, Lei Li, and Xindong Wu, Block-Structured Optimization for Anomalous Pattern Detection in Interdependent Networks, 19th IEEE International Conference on Data Mining (ICDM 2019) (CCF B類會議), 1138-1143, 2019.

        15. 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) (CCF A類會議), 2151-2157, 2019.

        16. 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) (影響因子1.985,JCR二區)(被引用次數35), 12(3): 429-445, 2019.

        17. Junwei Lv, Xuegang Hu, Lei Li and Peipei Li, An Effective Confidence-based Early Classification of Time Series, IEEE Access (影響因子4.098, JCR二區), 7(1), 96113-96124, 2019.

        18. 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 (影響因子4.098, JCR二區), 7(1), 139580-139591, 2019.

        19. 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 (影響因子1.699, JCR四區), 10(4): 641-654, 2019.

        20. 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) (CCF B類會議), 228-237, 2019.

        21. 李磊, 李愛平, 汪萌, 吳信東, 基于社交網絡的行為分析和挖掘, 科學出版社,  ISBN號:9787030548290,出版日期: 2018-05-01.

        22. Lei Li*, Chuan Zhou*, Jianping He, Jiamiao Wang, Xin Li, Xindong Wu, Collective Semantic Behavior Extraction in Social Networks, Journal of Computational Science (影響因子1.748, JCR三區), 28(2018), 236-244, 2018.

        23. 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.

        24. 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 (CCF B類期刊,影響因子7.384, JCR一區), 48(9), 2697-2711, 2018.

        25. 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 (影響因子1.748, JCR三區), 28(2018), 304-317, 2018.

        26. Hao Wang, Xiaoling Huang, Lei Li, Microblog Oriented Interest Extraction with Both Content and Network Structure, Intelligent Data Analysis (IDA)( CCF C類期刊,影響因子0.631, JCR四區), 22(3), 515-532, 2018.

        27. Jiamiao Wang, Xindong Wu, Lei Li, A Framework for Semantic Connection based Topic Evolution with DeepWalk, Intelligent Data Analysis (IDA) (CCF C類期刊,影響因子0.631, JCR四區), 22(1), 211-237, 2018.

        28. 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.

        29. 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.

        30. 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 (CCF A類中文期刊), 44(04), 730-742, 2018. 

        31. 黃曉玲,王浩,李磊,伏明蘭,基于鄰居網絡的科學文獻關鍵詞提取研究,模式識別與人工智能 (CCF B類中文期刊), 31(8), 750-762, 2018.

        32. 何偉,胡學鋼,李磊,林耀進,李慧宗,潘劍寒,社團演化特征構造及預測,小型微型計算機系統 (CCF B類中文期刊),39(5), 1016-1020, 2018.

        33. 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 (CCF C類中文期刊), 39(9), 2040-2047, 2017.

        34. 李磊, 汪萌, 吳信東, 基于社交網絡的社交行為分析, 電子與信息學報 (CCF C類中文期刊), 39(9), 2108-2118, 2017.

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

        36. 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) (CCF B類會議), 147-156, 2017.

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

        38. Jiamiao Wang, Lei Li, Xindong Wu, LDA-Based Topic Strength Analysis, Computing and Informatics (CAI)(影響因子0.504, JCR四區), 36(6), 1283-1311, 2017.

        39. 吳信東, 介飛, 李磊, 汪萌, 社交網絡話題的發現與演化,科技縱覽(IEEE SPECTRUM),62-64,2017年12月.

        40. Lei Li*, Jianping He, Meng Wang, Xindong Wu, Trust Agent-Based Behavior Induction in Social Networks, IEEE Intelligent Systems, (影響因子2.34, JCR三區)(被引用次數18), 31(1), 24-30, 2016.

        41. 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) (CCF B類會議) (被引用次數4), 1009-1014, 2016

        42. Meng Wang*, Lei Li, Ee-Peng Lim, Mehmet Orgun, Behavior Analysis in Social Networks: Challenges, Technologies, and Trends, Neurocomputing (CCF C類期刊,影響因子2.083, JCR三區)(被引用次數1), 210, 1–2, 2016.

        43. 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(CCF B類期刊, 影響因子0.4, JCR四區)(被引用次數3), 31(4): 661–672, 2016. 

        44. 鄒均,張海寧,唐屹,李磊,劉天喜,陳暉,曲烈,鄭曉明,區塊鏈技術指南,機械工業出版社(被引用次數14),ISBN號:9787111553564,出版日期: 2016-11-01. 

        45. 王浩,張贊,李磊,汪萌,一種基于多階鄰居的網絡環境下多標簽分類算法,電子學報 (CCF A類中文期刊), 44(10): 2330–2334, 2016.

        46. 吳信東,趙銀鳳,李磊,基于種子節點選擇的網絡環境下多標簽分類算法研究,電子學報 (CCF A類中文期刊) (被引用次數1), 44(9): 2074–2080, 2016.

        47. 梁勤,李磊,劉冠峰,基于鏈接壽命的社交網絡結構演化分析,計算機工程與科學 (CCF C類中文期刊),38(10):64-76,2016.

        48. 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) (被引用次數1), 61-68, 2016.

        49. Lei Li*, Yan Wang, Guanfeng Liu, Meng Wang, Xindong Wu, Context-aware Reviewer Assignment for Trust Enhanced Peer Review, PLoS ONE (影響因子3.534, JCR二區)(被引用次數24) , 10(6): e0130493, 2015.

        50. 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 (CCF C類期刊, 影響因子2.947, JCR二區)(被引用次數13), 90, 199-210, 2015.

        51. Yuhong Zhang*, Xuegang Hu, Peipei Li, Lei Li, Xindong Wu, Cross-Domain Sentiment Classification--Feature Divergence, Polarity Divergence or Both?Pattern Recognition Letters (CCF C類期刊, 影響因子1.551, JCR三區)(被引用次數26), 65, 44-50, 2015.

        52. 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) (CCF B類期刊,影響因子1.623,JCR三區)(被引用次數62), Springer, 18, 159-184, 2015.

        53. 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 (影響因子0.897, JCR四區)(被引用次數5), 16(4), 273-290, 2015.

        54. 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.

        55. 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.

        56. 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.

        57. 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)(被引用次數1), 932-939, 2015.

        58. 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) (被引用次數1), 247-254, 2015.

        59. 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-Pacific Web Conference (APWeb 2015)(CCF C類會議), Springer, LNCS 9313, 867–870, 2015.

        60. 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類會議), 456-463, 2015.

        61. 杜梅,胡學鋼,李磊,何偉,基于網絡結構極值優化的半監督社團檢測方法,模式識別與人工智能 (CCF B類中文期刊),第28卷第2期,162頁–172頁,2015.

        62. 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3), 180-187, 2014. 

        63. 吳信東,李毅,李磊,在線社交網絡影響力分析,計算機學報  (CCF A類中文期刊) (被引用次數50) ,37卷(4),735頁-752頁,2014.

        64. 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10, CCF B類) (被引用次數11), 121-128, 2014.

        65. 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11), Springer, 75-99, 2014.

        66. Lei Li, Yan Wang*, The Study of Trust Vector Based Trust Rating Aggregation in Service-Oriented Environments, World Wide Web Journal (WWWJ)( CCF B類期刊, 影響因子1.623,JCR三區)(被引用次數16), Springer, 15, 547-579, 2012.

        67. Yan Wang*, Lei Li*, Two-Dimensional Trust Rating Aggregations in Service-Oriented Applications, IEEE Transactions on Services Computing (TSC) (影響因子1.985,JCR二區) (被引用次數53), 4(4), 257-271, 2011.

        68. 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29,CCF B類會議), 604-611, 2011.

        69. 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12), 1953-1959, 2011.

        70. Yuan Yuan*, Lei Li, Synchronous/Asynchronous Patterns in Three-Cell Networks with Multiple Time Delays, International Journal of Bifurcation and Chaos (IJBC)(影響因子1.017,JCR三區), 21(6), 1701-1718, 2011.

        71. Lei Li, Yan Wang, Subjective Trust Inference in Composite Services, Twenty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2010)(被引用次數50,CCF A類會議), 1377-1384, 2010.

        72. Lei Li*, Yan Wang*, Ee-Peng Lim*, Trust-Oriented Composite Service Selection with QoS Constraints, Journal of Universal Computer Science (J.UCS) (影響因子0.401,JCR四區) (被引用次數27), 16(13), 1720-1744, 2010.

        73. 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.

        74. 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68,CCF B類會議), Springer, LNCS 5900, 50-67, 2009.

        75. 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28,CCF C類會議), 482-485, 2009.

        76. 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24), Springer, LNCS 5586, 221-235, 2009.

        77. 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)(被引用次數11), 446-451, 2009.

        78. Lei Li, Yuan Yuan*, Dynamics in Three Cells with Multiple Time-delays, Nonlinear Analysis: Real World Applications (影響因子2.338,JCR一區) (被引用次數24), 9(3), 725-746, 2008.

        79. Lei Li, Yan Wang, A Trust Vector Approach to Service-Oriented Applications, IEEE International Conference on Web Services (ICWS 2008)(被引用次數31,CCF B類會議), 270-277, 2008.

        80. 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.


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