成果概述

发表SCI论文60余篇，专著章节1部。包括 PNAS，Nat Commun，PLOS Comput Biol，Phys Rev E，New J Phys等。主持类脑智能相关国家重点项目1项，担任首席科学家，主持国家自然科学基金4项，省部级项目及横向项目10余项。获中物联科技进步二等奖，任2018年中国系统科学大会邀请组主席，承担PNAS、Phys.Rev.Lett.、Phys.Rev. Application等20多个SCI期刊的评审人。

文章发表

  部分文章列表：

  1. C.-W. Su, L. Zheng, Y. Li, J. Wang*, Z.-G. Huang*, and Y.-C. Lai, Hysteresis in anesthesia and recovery: Experimental observation and dynamical mechanism, Phys. Rev. Research 2. 023289 (2020).
  2. C. Kong, Y.-X. Yao, Z.-T. Bing, B.-H. Guo, L. Huang, Z.-G. Huang*, Y.-C. Lai, Dynamical network analysis reveals key microRNAs in progressive stages of lung cancer, PLOS Computational Biology, 16(5)e1007793 (2020).
  3. Ya Chen, Xue Li, Richong Zhang, Z.-G. Huang; Ying-Cheng Lai, Instantaneous success and influence promotion in cyberspace - how do they occur? Physica A: Statistical Mechanics and Its Applications, 556: 0-124725 (2020).
  4. N. Yao, C.-W.Su, Y.-J. Li*, J. Wang, C.-S.Zhou, Z.-G. Huang*, Resting state dynamics of the default mode network in human brain, Acta Physica Sinica 69 (8): 080203 (2020). 姚楠，苏春旺，李尤君*，王珏，周昌松，黄子罡*，人脑默认模式网络的动力学行为，物理学报 69 (8): 080203 (2020)
  5. W.-M. Huang, L.-C. Cao, Q.-J. Chen, C.-W. Su, Y.-J. Li*, Z.-G. Huang*, Modelling and analysis of brain functional network, SCIENTIA SINICA Physica, Mechanica & Astronomica 50, 010506 (2020); doi: 10.1360/SSPMA2019-0149. 黄文敏, 曹玲灿, 陈清坚, 苏春旺, 李尤君*, 黄子罡*，脑功能网络建模及分析研究进展，中国科学: 物理学 力学 天文学 50, 010506 (2020); doi: 10.1360/SSPMA2019-0149.
  6. Ya-Qin Dong, Fan Wang, Sheng-Jun Wang, Z.-G. Huang, Effects of refractory period on dynamical range in excitable networks, Chinese Physics B, 2019, 28(12): 0-128701.
  7. Xiaoqi Zhu, Youjun Li, Liang Zheng, Bixin Shao, Chenxi Li, Z.-G. Huang, Tian Liu, Jue Wang*, Multi-point temporal interference stimulation by using each electrode to carry different frequency currents, IEEE Access 7: 168839-168848 (2019) DOI: 10.1109/ACCESS. 2019. 2947857.
  8. L.-Z. Wang, Z.-D. Zhao, J.-J. Jiang, B.-H. Guo, X. Wang, Z.-G. Huang*, and Y.-C. Lai*, A model for meme popularity growth in social networking systems based on biological principle and human interest dynamics, Chaos 29, 023136 (2019)  (as Editor’s Pick).
  9. S.-P. Zhang, J.-Q. Dong, Li Liu, Z.-G. Huang*, L. Huang, Y.-C. Lai, Reinforcement learning meets minority game: Toward optimal resource allocation, Phys. Rev. E 99, 032302 (2019).
  10. C.-W. Su, Z.-G. Huang*, W. Wang, J. Wang, X.-F. Wang, and Y.-C. Lai, Optimizing optimization: accurate detection of hidden interactions in active body systems from noisy data, Nonlinear Dyn. 96, 13-21 (2019), https://doi.org/10.1007/s11071-019-04769-1.
  11. N. Yao, Z.-G. Huang*, H.-P. Ren, C. Grebogi, and Y.-C. Lai, Self-adaptation of chimera states, Phys. Rev. E 99, 010201 (R) (2019).
  12. S.-P. Zhang, J.-Q. Zhang, Z.-G. Huang*, B.-H. Guo, Z.-X. Wu, Jue Wang, Collective behavior of artificial intelligence population: transition from optimization to game, Nonlinear Dyn. 95, 1627-1637 (2019), https://doi.org/10.1007/ s11071-018-4649-4.
  13. Y.-X. Yao, Z.-T. Bing, L. Huang*, Z.-G. Huang*, Ying-Cheng Lai, A network approach to quantifying radiotherapy effect on cancer: radiosensitive gene group centrality, Journal of Theoretical Biology 462, 528-536 (2019).
  14. J.-J. Jiang, Y.-Z. Chen, Z.-G. Huang, and Y.-C. Lai*, Evolutionary hypergame dynamics, Phys. Rev. E 98, 042305 (2018).
  15. Youjun Li, Feng Feng, Pan Lin, Z.-G. Huang, Tian Liu, Bo Zhou, Hongxiang Yao, Liang Zheng, Chenxi Li, Pan Wang, Zengqiang Zhang, Yan'e Guo, Luning Wang, Ningyu An, Xiaoqi Zhu, Xi Zhang, Jue Wang*, Cognition-related white matter integrity dysfunction in Alzheimer's disease with diffusion tensor image, Brain Research BulletinCognition-related white matter integrity dysfunction in Alzheimer's disease with diffusion tensor image, Brain Research Bulletin 143, 207-216 (2018).
  16. J.-Q. Dong, Z. Shen, Y. Zhang, Z.-G. Huang, L. Huang, and X. Chen, Finite-size scaling of clique percolation on two-dimensional Moore lattices, Phys. Rev. E 97, 052133 (2018).
  17. J.-J. Jiang, Z.-G. Huang, T. P. Seager, W. Lin, C. Grebogi, A. Hastings, and Y.-C. Lai, Predicting tipping points in mutualistic networks through dimension reduction, Proceedings of the National Academy of Sciences (USA) 10.1073/pnas.1714958115 (2018).
  18. L.-Z. Wang, R. Su, Z.-G. Huang, X. Wang, W.-X. Wang, C. Grebogi, and Y.-C. Lai, Control and controllability of nonlinear dynamical networks: a geometrical approach, Nature Communications 7: 11323 doi 10.1038/ncomms11323 (2016).
  19. S.-P. Zhang, Z.-G. Huang*, J.-Q. Dong, D. Eisenberg, T. P. Seager, and Y.-C. Lai*, Optimization and resilience of complex supply-demand networks, New J. Phys. 17 063029 (2015) (*Corresponding Author).
  20. Q. Chen, Z.-G. Huang*, Y. Wang, and Y.-C. Lai*, Multiagent model and mean field theory of complex auction dynamics, New J. Phys. 17 093003 (2015) (*Corresponding Author)
  21. J.-T. Sun, S.-J. Wang, Z.-G. Huang*, L. Yang, Y. Do, and Y.-H. Wang*, Effect of information transmission on cooperative behavior. New J. Phys. 12, 063034 (2010) (*Corresponding Author).
  22. J.-Q. Dong, Z.-G. Huang*, L. Huang, and Y.-C. Lai, Triple grouping and period-three oscillations in minority-game dynamics, Phys. Rev. E 90, 062917 (2014) (*Corresponding Author).
  23. J.-Q. Zhang, Z.-G. Huang*, J.-Q. Dong, L. Huang, Y.-C. Lai, Controlling collective dynamics in complex minority-game resource-allocation systems. Phys. Rev. E 87, 052808 (2013) (*Corresponding Author).
  24. Z. Zhou, Z.-G. Huang*, L. Huang, Y.-C. Lai, L. Yang, and D.-S. Xue*, Universality of flux-fluctuation law in complex dynamical systems, Phys. Rev. E 87, 012808(2013) (*Corresponding Author).
  25. Y.-Z. Chen, Z.-G. Huang*, S.-J. Wang, Y. Zhang*, and Y.-H. Wang*, Diversity of rationality affects the evolution of cooperation, Phys. Rev. E 79, 055101(Rapid Communication) (2009) (*Corresponding Author).
  26. J.-Q. Dong, Z.-G. Huang*, Z. Zhou, L. Huang, Z.-X. Wu, Y. Do, and Y.-H. Wang, Enhancing transport efficiency by hybrid routing strategy, Europhys. Lett. 99, 20007 (2012) (*Corresponding Author).
  27. Z. Zhou, Z.-G. Huang*, L. Yang, D.-S. Xue*, and Y.-H. Wang, The effect of human rhythm on network traffic dynamics, J. Stat. Mech. P08001 (2010) (*Corresponding Author).
  28. L. Zhao, X.-J. Ye, Z.-G. Huang*, J.-T. Sun, L. Yang, Y. Do, and Y.-H. Wang, Promotion of cooperation in the form of C0C1D, J. Stat. Mech. P08009 (2010) (*Corresponding Author).
  29. N. Yao, Z.-G. Huang*, Y.-C. Lai, and Z.-G. Zheng, Robustness of chimera states in complex dynamical systems, Sci. Rep. 3, 3522; DOI:10.1038/srep03522(2013) (*Corresponding Author).
  30. Z.-G. Huang*, Z.-X. Wu, A.-C. Wu, L. Yang, and Y.-H. Wang*, Role of collective influence in promoting cooperation, Europhys. Lett. 84, 50008 (2008).
  31. Z.-G. Huang*, S.-J. Wang, X.-J. Xu, and Y.-H. Wang*, Promote cooperation by localized small-world communications, Europhys. Lett. 81, 28001 (2008).
  32. Z.-G. Huang, S.-J. Wang, X.-J. Xu, and Y.-H. Wang, Mobile agents affect worm spreading in wireless ad hoc networks, J. Stat. Mech. 9, 09005 (2009).
  33. Z.-G. Huang, Z.-X. Wu, X.-J. Xu, J.-Y. Guan, and Y.-H. Wang*, Coevolutionary dynamics of network and game under birth-death and birth mechanisms, Eur. Phys. J. B 58, 493 (2007).
  34. Z.-G. Huang, X.-J. Xu, Z.-X. Wu and Y.-H. Wang, Walks on Apollonian networks, Eur. Phys. J. B 51, 549 (2006).
  35. Z.-G. Huang, J.-Q. Zhang, J.-Q. Dong, L. Huang, Y.-C. Lai, Emergence of grouping in multi-resource minority game dynamics, Sci. Rep. 2, 703; DOI:10.1038/srep00703 (2012).
  36. Z.-G. Huang, Y. Chen, Y. Zhang, and Y.-H. Wang*, Description of dynamics of stock prices by a Langevin approach, Chin. Phys. 16, 975 (2007).
  37. Z.-G. Huang, Z.-X. Wu, J.-Y. Guan, and Y.-H. Wang, Memory-based boolean game and self-organized phenomenon on networks, Chin. Phys. Lett. 23, 3119 (2006).
  38. L. Liu, S. Wang, Y. Peng, Z.-G. Huang, M. Liu, B. Hu, Mining intricate temporal rules for recognizing complex activities of daily living under uncertainty, Pattern Recognition 60, 1015 (2016).
  39. Li Liu, Shu Wang, Guoxin Su, Z.-G. Huang, Ming Liu, Towards Complex Activity Recognition Using a Bayesian Network-Based Probabilistic Generative Framework, Pattern Recognition 68, 295-309 (2017).
  40. L. Liu, Y. Peng, M. Liu, Z.-G. Huang, Sensor-based Human Activity Recognition System with A Multilayered Model Using Time Series Shapelets, Knowledge-Based Systems 90, 138–152 (2015).
  41. Z.-D. Zhao, Z.-G. Huang, L. Huang, H. Liu, and Y.-C. Lai, Scaling and correlation of human movements in cyberspace and physical space, Phys. Rev. E 90, 050802 (R) (2014).
  42. S.-J. Wang, X.-J. Xu, Z.-X. Wu, Z.-G. Huang, and Y.-H. Wang, Influence of synaptic interaction on firing synchronization and spike death in excitatory neuronal networks, Phys. Rev. E 78, 061906 (2008).
  43. Z.-X. Wu, X.-J. Xu, Z.-G. Huang, S.-J. Wang, and Y.-H. Wang, Evolutionary prisoner’s dilemma game with dynamic preferential selection, Phys. Rev. E 74, 021107 (2006).
  44. W.-C. Yang, Z.-G. Huang, X.-G. Wang, L. Huang, L. Yang, and Y.-C. Lai, Complex behavior of chaotic synchronization under dual coupling channels, New J. Phys.17, 023055 (2015).
  45. J.-Y. Guan, Z.-X. Wu, Z.-G. Huang, X.-J. Xu, and Y.-H. Wang, Promotion of cooperation induced by nonlinear attractive effect in spatial prisoner’s dilemma game, Europhys. Lett. 76, 1214 (2006).
  46. J. Park, Y. Do, Z.-G. Huang, Y.-C. Lai, Persistent coexistence of cyclically competing species in spatially extended ecosystems, Chaos 23, 023128 (2013).
  47. S.-J. Wang, Z.-G. Huang, X.-J. Xu, and Y.-H. Wang, Sparse connection density underlies the maximal functional difference between random and scale-free networks, Eur. Phys. J. B 86, 424 (2013).
  48. L. Liu, Z.-G. Huang, Y. Peng, and M. Liu, "A Hierarchical Pachinko Allocation Model for Social Sentiment Mining." Knowledge Science, Engineering and Management (KSEM). Springer International Publishing, 299-311 (2015).
  49. J.-T. Sun, S.-J. Wang, Z.-G. Huang, and Y.-H. Wang, Effect of degree correlations on networked traffic dynamics, Physica A 388, 3244 (2009).

Book:

  1. [36]   Book Chapter: L. Liu, X. Li, J. Jin, Z.-G. Huang, M. Liu and M. Palaniswami, “Graph-based Routing, Broadcasting and Organizing Algorithms for Ad-hoc Networks”, pp. 55-73, Book Chapter 3 in the book entitled “Wireless Ad-Hoc Networks” edited by Hongbo Zhou (InTech 2012), ISBN 978-953-51-0896-2, DOI: 10.5772/3438. http://www.intechopen.com/ books/wireless-ad-hoc-networks.

 

学术报告

(1) 第十七届全国凝聚态理论与统计物理会议，2012年,中国，分会邀请报告
(2) 第七届科学与工程中多尺度问题的MIC与GPU应用国际研讨会，成都，邀请报告
7th GPU and MIC Solutions to Multiscale Problems in Science and Engineering Workshop 2016 (GPU-MIC'2016)
(3)2018年，中国计算机大会（CCF），分会邀请报告
(4)2018年，第九届中国神经调控大会，分会邀请报告
(5)2018年，第二届中国系统科学大会，分会邀请报告
(6)2019年，第五届全国统计物理与复杂系统学术会议，大会邀请报告