Guangxujin

Hui-Jia Li(李慧嘉,龙马学者青年学者)

Associate Professor
School of Management Science and Engineering, Central University of Finance and Economics.
Ph.D of Academy of Mathematics & Systems Science, Chinese Academy of Sciences.
Address: Xueyuan South Road 39, Haidian District, Beijing, 100081, China.
Email : Hjli*AT*amss.ac.cn
Google Scholar: http://scholar.google.com/citations?user=f9TNAbUAAAAJ
Researchgate: https://www.researchgate.net/profile/Hui_Jia_Li2
科研在线: http://www.escience.cn/people/lihuijia/index.html

Membership

IEEE Member(No.93915704)
ACM Member(No.0743516)
CCF Member(No.84486M)
IEEE Computer Society(No.s186216)
ICSES Member(No.1888)
中国运筹学会ORSC(No.S390021329M)

Editorial Member

  1. PLOS One (2018-)
  2. ICSES Transactions on Data Science, Engineering and Technology (2017-)
  3. Journal of Liangcheng University (Natural Science Edition) (2017-)

Research Areas and Interests

Data Mining
Complex Systems
Social networks
Electronic Business
Smart city

  1. Ju Xiang, Yan Zhang, Jian-Ming Li, Hui-Jia Li, and Min Li.
    Identifying multi-scale communities in networks by asymptotic surprise
    Journal of Statistical Mechanics: Theory and Experiment, (2019) 033403, 2019. (IF=2.404)
  2. Zhan Bu, Hui-Jia Li, Chengcui Zhang, Jie Cao, and et al.
    Graph K-means based on Leader Identification, Dynamic Game and Opinion Dynamics
    IEEE Transactions on Knowledge and Data Engineering, 10.1109/TKDE.2019.2903712, 2019. (IF=2.775)
  3. Guijun Li, Zhidong Liu, Jun Hu, Hui-Jia Li.
    Understanding the network optimization based on the Physarum-inspired model
    Physics of Life Reviews, https://doi.org/10.1016/j.plrev.2019.01.018, 2019. (IF=13.78)
  4. Jie Cao, Zhan Bu, Yuyao Wang, Huan Yang, Jiuchuan Jiang and Hui-Jia Li.
    Detecting Prosumer-Community Groups in Smart Grids from the Multi-Agent Perspective
    IEEE Transactions on Systems, Man, and Cybernetics: Systems, 10.1109/TSMC.2019.2899366, 2019. (IF=5.135)
  5. Sheng Wei, Shuqing N. Teng, Hui-Jia Li, et al.
    Hierarchical structure in the world’s largest high-speed rail network
    Plos One,14(2): e0211052, 2019. (IF=2.766, Co-first author)
  6. Hui-Jia Li, Lin Wang*.
    Multi-scale asynchronous belief percolation model on multiplex networks
    New Journal of Physics, 21, 015005, 2019. (IF=3.579)
  7. Zhan Bu, Hui-Jia Li, Zhen Wang, Guangliang Gao, Jie Cao.
    Dynamic Cluster Formation Game for Attributed Graph Clustering
    IEEE Transactions on Cybernetics, 49(1), 328-341, 2019. (IF=8.803, corresponding author)
  8. Shi Chen, Zhi-Zhong Wang, Liang Tang, Yan-Ni Tang, Yuan-Yuan Gao, Hui-Jia Li, Ju Xiang and Yan Zhang
    Global vs local modularity for network community detection
    Plos One, 13(10):e0205284, 2018. (IF=2.766)
  9. Ke Hu, Jing-Bo Hu, Liang Tang, Ju Xiang, Jin-Long Ma, Yuan-Yuan Gao, Hui-Jia Li, Yan Zhang
    Predicting disease-related genes by path structure and community structure in protein-protein networks
    Journal of Statistical Mechanics: Theory and Experiment, (2018), 100001, 2018. (IF=2.404, corresponding author)
  10. Xuelong Li, Marko Jusup, Zhen Wang, Hui-Jia Li, Lei Shi, Boris Podobnik, H. Eugene Stanley, Shlomo Havlin, Stefano Boccaletti.
    Punishment diminishes the benefits of network reciprocity in social dilemma experiments
    Proceedings of the National Academy of Sciences of the United States of America (PNAS), 115(1), 30–35, 2018. (IF=9.423) *News in CUFE*
  11. Hui-Jia Li, Zhan Bu, Zhen Wang, Jie Cao, et al.
    Enhance the performance of network computation by a tunable weighting strategy.
    IEEE Transactions on Emerging Topics in Computational Intelligence, 2(3), 214-223, 2018
  12. Hui-Jia Li.
    Network Science and Dynamical Networks
    ICSES Interdisciplinary Transactions on Cloud Computing, IOT, and Big Data, 2(3), 1-3, Sept 2018. (Editorial invitated)
  13. Ju Xiang, Hui-Jia Li, Zhan Bu, Zhen Wang, et al.
    Critical analysis of (Quasi-)Surprise for community detection in complex networks
    Scientific Reports, 8, 14459, 2018.(IF=4.122, corresponding author) *download*
  14. Hui-Jia Li, Zhan Bu, Yulong Li, Zhongyuan Zhang, et al.
    Evolving the attribute flow for dynamical clustering in signed networks
    Chaos, Solitons & Fractals, 110, 20-27, 2018. (IF=2.213)
  15. Guangliang Gao, Jie Cao, Zhan Bu, Hui-Jia Li, Zhiang Wu.
    A generalized game theoretic framework for mining communities in complex networks
    Expert Systems With Applications, 96, 450–461, 2018. (IF=3.768, corresponding author)
  16. Zhan Bu, Jie Cao, Hui-Jia Li, Guangliang Gao, Haicheng Tao.
    GLEAM: a graph clustering framework based on potential game optimization for large-scale social networks
    Knowledge and Information Systems, 55(3), 741-770, 2018. (IF=2.247)
  17. Ju Xiang, Zhi-Zhong Wang, Hui-Jia Li, Yan Zhang, Fang Li, Li-Ping Dong, Jian-Ming Li.
    Community detection based on significance optimization in complex networks
    Journal of Statistical Mechanics: Theory and Experiment, 2017(5): 053213, 2017. (IF=2.404, corresponding author)
  18. Hui-Jia Li,Qing Cheng, et al.
    Uncovering the effective interval of resolution parameter across multiple community optimization measures
    International Journal of Modern Physics B, 31(6):1750041, 2017.
  19. Ju Xiang, Zhi-Zhong Wang, Hui-Jia Li et al.
    Comparing local modularity optimization for detecting communities in networks
    International Journal of Modern Physics C, 28(6), 1750084, 2017. (IF=1.195, corresponding author)
  20. Hui-Jia Li, Ju Xiang,
    Explore of the fuzzy community structure integrating the directed line graph and likelihood optimization
    Journal of Intelligent & Fuzzy Systems, 32(6): 4503-4511, 2017. (IF=1.261)
  21. Zhan Bu, Guangliang Gao, Hui-Jia Li, Jie Cao.
    CAMAS: A Cluster-Aware Multiagent System for Attributed Graph Clustering
    Information Fusion, 37, 10–21, 2017. (IF=5.667, corresponding author)
  22. Hui-Jia Li, Qing Cheng, Lin Wang.
    Understanding spatial spread of emerging infectious diseases in contemporary populations
    Physics of Life Reviews, 19, 95, 2016.(IF=13.840)
  23. Hui-Jia Li, Zhan Bu, Aihua Li, Zhi-Dong Liu, Yong Shi.
    Fast and accurate mining the community structure: integrating center locating and membership optimization
    IEEE Transactions on Knowledge and Data Engineering, 28(9): 2349-2362, 2016.(IF=3.438)*News in CUFE**News in CUFE*
  24. Zhan Bu, Hui-Jia Li, Jie Cao, Zhiang Wu.
    Game Theory based Emotional Evolution Analysis for Chinese Online Reviews
    Knowledge-Based Systems, 103: 60-72, 2016.(IF=4.529)
  25. Hui-Jia Li, Huiying Li.
    Scalably revealing the dynamics of soft community structure in complex networks
    Journal of Systems Science and Complexity, 29(4): 1071–1088, 2016. (IF=0.542)
  26. Hui-Jia Li, J J.Daniels.
    Social significance of community structure: Statistical view
    Physical Review E, 91(1), 012801, 2015. (IF=2.366)*This article is selected as Kaleidoscope*
  27. Hui-Jia Li, Hao Wang, L.Chen.
    Measuring robustness of community structure in complex networks
    Europhysics Letters, 108(6), 68009, 2015. (IF=1.957)
  28. Hui-Jia Li, Huiying Li, Chuanliang Jia.
    A novel dynamics combination model reveals the hidden information of community structure
    International Journal of Modern Physics C, 26(4), 1550043, 2015. (IF=1.195)
  29. Hui-Jia Li, Xiang-Sun Zhang.
    Analysis of stability of community structure across multiple hierarchical levels
    Europhysics Letters, 103(5), 58002, 2013. (1.957)
  30. Hui-Jia Li, Yong Wang, Ling-Yun Wu, Zhi-Ping Liu, Luonan Chen, Xiang-Sun Zhang.
    Community structure detection based on potts model and spectral characterization
    Europhysics Letters, 97(4), 48005, 2012. (IF=1.957)
  31. Hui-Jia Li, Yong Wang, Ling-Yun Wu, Junhua Zhang, Xiang-Sun Zhang.
    Potts model based on a Markov process computation solves the community structure problem effectively
    Physical Review E, 86(1), 012801, 2012. (IF=2.366)
  32. Hui-Jia Li, Junhua Zhang, Zhi-Ping Liu, Luonan Chen, Xiang-Sun Zhang.
    Identifying overlapping communities in social networks using multi-scale local information expansion
    European Physical Journal B, 85(6), 109, 2012. (IF=1.223)
  33. Yinghong Ma, Hui-Jia Li, Xiaodong Zhang.
    Weighted tunable clustering in local-world networks with increment behavior
    Journal of Statistical Mechanics: Theory and Experiment, 11, 11009, 2010. (IF=2.404)
  34. Yinghong Ma, Hui-Jia Li, Xiaodong Zhang.
    Strength distribution of novel local-world networks
    Physica A, 388(21), 4669, 2009. (IF=1.785)

  1. 宋砚秋,王倩,李慧嘉,李桂君. 基于系统动力学的企业创新投资决策研究. 系统工程理论与实践, 38(12): 3097-3108, 2018.
  2. 李慧嘉,严冠,刘志东,李桂君,章祥荪. 基于动态系统的网络社团线性探测算法. 中国科学:数学, 47: 241-256, 2017.
  3. 李慧嘉,李爱华,李慧颖. 社团结构迭代快速探测算法. 计算机学报, 40(4): 970-984, 2017.
  4. 李慧嘉,贾传亮,佘廉. 基于本体关联网络的非常规突发事件案例快速提示方法. 运筹与管理, 26(12): 68-76, 2017.
  5. 李慧嘉,李慧颖,李爱华. 多尺度的社团结构稳定性分析. 计算机学报, 38(2): 301-312, 2015.
  6. 李慧嘉. 优化稳定性的多层次社团快速探测算法. 小型微型计算机系统, 36(3): 566-571, 2015.
  7. 马英红, 李慧嘉, 张晓东. 赋权网络中的弱化免疫研究. 管理科学学报,13(10): 32-39, 2010.
  8. 李慧嘉,马英红. 加权局域网络上的病毒传播行为研究. 计算机工程与应用, 45(35): 80-83, 2009.

Funds and Projects

  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.

Honors

  1. Elsevier 优秀审稿人(Outstanding Reviewers for more than 10 journals) *News in CUFE*
  2. 中央财经大学管理科学与工程学院优秀科研奖(2018)
  3. 中央财经大学骋望奖励基金一流学术成果奖(2018)
  4. 中央财经大学涌金奖励基金教师学术奖(2017)
  5. 中央财经大学管理科学与工程学院优秀教学奖(2017)
  6. 中央财经大学优秀教职工(2017)
  7. 中央财经大学管理科学与工程学院优秀班主任奖(2016)
  8. 中央财经大学鸿基世业奖励基金优秀教师奖(2015)
  9. 中央财经大学管理科学与工程学院优秀科研奖(2015)
  10. 中央财经大学优秀教职工(2015)
  11. 中国科学院数学与系统科学学院 院长奖学金一等奖(2013)

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