李慧嘉

北京邮电大学 , 特聘研究员 研究兴趣:数据挖掘社交网络优化决策电子商务大数据分析

李慧嘉,山东济宁人,博士毕业于中国科学院数学与系统科学研究院,现任北京邮电大学特聘研究员,IEEE、ACM、中国计算机学会(CCF)、中国运筹学会会员。李慧嘉博士主要社会计算和数据挖掘基础理论的研究工作,并结合统计物理学、行为经济学、人工智能领域的前沿技术,解决大数据分析、电子商务和互联网金融等应用领域的热点问题。目前主持国家自然科学基金面上、青年项目和北京市自然科学基金面上项目多项,参与国自科重点及面上项目多项。已在包括PNAS、IEEE Transactions顶级期刊、《中国科学》、《计算机学报》在内的国内外顶级期刊发表文章70余篇,论文总共被引用700余次、h-index值为16、i10-index 值为18 (Scholar Google统计),多篇论文入选ESI“高被引论文”、“热点论文(Hot Paper)”及期刊“亮点专栏”。。获得超过10个Elsevier 期刊的杰出审稿人(Outstanding Reviewers)称号,并担任PLOS One、IEEE Access多个期刊的编委和学术委员会成员。

  1. Defectors for high degree with adaptive interactionse
    Zhen Su, Xiaohui Mu, Yang Dai and Hui-Jia Li. Physica A: 2019 ,527 ,121132 摘要 
  2. Link prediction in temporal networks: Integrating survival analysis and game theory
    Zhan Bu, Yuyao Wang, Hui-Jia Li, Jiuchuan Jiang, Zhiang Wu, Jie Cao. Information Sciences,: 2019 ,498 ,41-61 摘要 
  3. Identifying multi-scale communities in networks by asymptotic surprise
    Ju Xiang, Yan Zhang, Jian-Ming Li, Hui-Jia Li, and Min Li. Journal of Statistical Mechanics: Theory and Experiment: 2019 ,2019 ,033403 摘要 
  4. Dynamic Cluster Formation Game for Attributed Graph Clustering
    Zhan Bu, Hui-Jia Li, Zhen Wang, Guangliang Gao, Jie Cao. IEEE Transactions on Cybernetics: 2019 ,49(1) ,328-341 摘要 
  5. Multi-scale asynchronous belief percolation model on multiplex networks
    Hui-Jia Li, Lin Wang. New Journal of Physics: 2019 ,21 ,015005 摘要 
  6. Hierarchical structure in the world’s largest high-speed rail network
    Sheng Wei, Shuqing N. Teng, Hui-Jia Li, et al. Plos One: 2019 ,14(2) ,e0211052 摘要 
  7. Punishment diminishes the benefits of network reciprocity in social dilemma experiments
    Xuelong Li, Marko Jusup, Zhen Wang, Hui-Jia Li, Lei Shi, Boris Podobnik, H. Eugene Stanley, Shlomo Havlin, Stefano Boccaletti. Proceedings of the National Academy of Sciences of the United States of America: 2018 ,115(1) ,30–35 摘要 
  8. Critical analysis of (Quasi-)Surprise for community detection in complex networks
    Ju Xiang, Hui-Jia Li, Zhan Bu, Zhen Wang, et al.. Scientific Reports: 2018 ,8 ,14459 摘要 
  9. Predicting disease-related genes by path structure and community structure in protein-protein networks
    Ke Hu, Jing-Bo Hu, Liang Tang, Ju Xiang, Jin-Long Ma, Yuan-Yuan Gao, Hui-Jia Li, Yan Zhang. Journal of Statistical Mechanics: Theory and Experiment: 2018 ,2018 ,100001 摘要 
  10. Enhance the performance of network computation by a tunable weighting strategy.
    Hui-Jia Li, Zhan Bu, Zhen Wang, Jie Cao, Yong Shi. IEEE Transactions on Emerging Topics in Computational Intelligence: 2018 ,2(3) ,214-223 摘要 
  11. Global vs local modularity for network community detection
    Shi Chen, Zhi-Zhong Wang, Liang Tang, Yan-Ni Tang, Yuan-Yuan Gao, Hui-Jia Li, Ju Xiang and Yan Zhang. Plos One: 2018 ,13(10) ,e0205284 摘要 
  12. Evolving the attribute flow for dynamical clustering in signed networks
    Hui-Jia Li, Zhan Bu, Yulong Li, Zhongyuan Zhang, et al.. Chaos, Solitons & Fractals: 2018 ,110 ,20-27 摘要 
  13. 基于动态系统的网络社团线性探测算法
    李慧嘉,严冠,刘志东,李桂君,章祥荪. 中国科学:数学: 2017 ,47 ,241-256.
  14. Fast and accurate mining the community structure: integrating center locating and membership optimization
    Hui-Jia Li, Zhan Bu, Aihua Li, Zhi-Dong Liu, Yong Shi. IEEE Transactions on Knowledge and Data Engineering: 2016 ,vol.28, no.9 ,pp.2349 - 2362
  15. 社团结构迭代快速探测算法
    李慧嘉,李爱华,李慧颖. 计算机学报: 2017 ,40(4) ,970-984
  16. GLEAM: a graph clustering framework based on potential game optimization for large-scale social networks.
    Zhan Bu, Jie Cao, Hui-Jia Li, Guangliang Gao, Haicheng Tao. Knowledge and Information Systems: 2017 ,1-30
  17. Understanding spatial spread of emerging infectious diseases in contemporary populations
    Hui-Jia Li, Qing Cheng, Lin Wang. Physics of Life Reviews: 2016 ,19 ,95-97
  18. Game Theory based Emotional Evolution Analysis for Chinese Online Reviews
    Zhan Bu, Hui-Jia Li, Jie Cao, Zhiang Wu.. Knowledge-Based Systems: 2016 ,103 ,60-72
  19. Scalably revealing the dynamics of soft community structure in complex networks
    Hui-Jia Li, Huiying Li. Journal of Systems Science and Complexity: 2016 ,Vol.29, no.4 ,pp.1071–1088
  20. Social significance of community structure: Statistical view
    Hui-Jia Li, J J.Daniels. Physical Review E: 2015 ,vol.91, no.1 ,p.012801
  21. Measuring robustness of community structure in complex networks
    Hui-Jia Li, Hao Wang, L.Chen. Europhysics Letters: 2015 ,vol.108, no.6 ,p.68009
  22. 多尺度的社团结构稳定性分析
    李慧嘉,李慧颖,李爱华. 计算机学报: 2015. ,vol.38, no.2 ,pp.301-312
  23. The comparison of significance of fuzzy community partition across optimization methods
    Hui-Jia Li. Journal of Intelligent & Fuzzy Systems: 2015 ,vol.29, no.6 ,pp.2707-2715
  24. Analysis of stability of community structure across multiple hierarchical levels
    Hui-Jia Li, Xiang-Sun Zhang. Europhysics Letters: 2013 ,vol.103, no.5 ,p.58002.
  25. Potts model based on a Markov process computation solves the community structure problem effectively
    Hui-Jia Li, Yong Wang, Ling-Yun Wu, Junhua Zhang, Xiang-Sun Zhang. Physical Review E: 2012 ,vol.86, no.1 ,p.012801
  26. Identifying overlapping communities in social networks using multi-scale local information expansion
    Hui-Jia Li, Junhua Zhang, Zhi-Ping Liu, Luonan Chen, Xiang-Sun Zhang. European Physical Journal B: 2012 ,85(6) ,109 摘要 
  27. Community structure detection based on potts model and spectral characterization
    Hui-Jia Li, Yong Wang, Ling-Yun Wu, Zhi-Ping Liu, Luonan Chen, Xiang-Sun Zhang. Europhysics Letters: 2012 ,vol.97, no.4 ,p.48005
  28. 赋权网络中的弱化免疫研究
    马英红, 李慧嘉, 张晓东. 管理科学学报: 2010 ,13(10) ,32-39 摘要 
  29. Weighted tunable clustering in local-world networks with increment behavior
    Yinghong Ma, Hui-Jia Li, Xiaodong Zhang. Journal of Statistical Mechanics: Theory and Experiment: 2010 ,11 ,11009 摘要 
1. ACM Member(No.0743516)
2. CCF Member(No.84486M)
3. IEEE Computer Society(No.s186216)
4. ICSES Member(No.1888)

1. O2O商务模式下多源异构大数据的挖掘、融合与应用研究. 国家自然科学面上基金 (NSFC Grants 71871233), 主持人.

2. 面向O2O智能商务的大数据挖掘、融合与应用研究. 北京市自然科学面上基金  (Beijing Natural Science Foundation Grants 9182015), 主持人.

3. 社会网络中社团结构内部隐藏模式和动态演化机理研究. 国家自然科学青年基金 (NSFC Grants 71401194), 主持人.

4. 复杂网络中的优化问题及其在系统生物学中的应用. 国家自然科学重点基金 (NSFC Grants 11131009), 主要参与人.

5. 面向应急决策支持的非常规突发事件案例推理的理论与方法. 国家自然科学重大项目基金 (NSFC Grants 91324203), 主要参与人.

6. 社交网络视角下的金融市场走势预测及公众情绪演化分析. 中央财经大学“青年英才”培育支持计划(Grants QYP1603), 主持人.

7. 社会网络中社团结构动态稳定性的研究分析. 中央财经大学“121”青年博士发展基金(Grants QBJ1410), 主持人.

1. Elsevier 优秀审稿人

2. 中央财经大学骋望奖励基金一流学术成果奖(2018)

3. 中央财经大学涌金奖励基金教师学术奖(2017)

4. 中央财经大学管理科学与工程学院优秀教学奖(2017)

5. 中央财经大学优秀教职工(2017)

6. 中央财经大学管理科学与工程学院优秀班主任奖(2016)

7. 中央财经大学鸿基世业奖励基金优秀教师奖(2015)

8. 中央财经大学管理科学与工程学院优秀科研奖(2015)

9. 中央财经大学优秀教职工(2015)

10. 中国科学院数学与系统科学学院 院长奖学金一等奖(2013)

更新于:2019-07-04 23:38      累计访问量:464

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