【教育背景】

1992.9-1995.7，中国原子能科学研究院，核物理所，核理论专业，原子核大振幅运动输运理论研究DNA分子热融化，博士研究生毕业，获理学博士学位；

1989.9-1992.7，四川大学（原成都科学技术大学），应用物理系，理论物理专业，晶体掺杂过渡金属能谱及其压力移位，硕士研究生毕业，获理学硕士学位；

1985.9-1989.7 河北师范大学物理系，大学本科毕业，获理学学士学位；

【研究方向】

长期从事复杂系统理论研究。在国内外有重要影响的学术刊物发表论文100余篇，引用次数超1800次，单篇引用超200次。围绕结构与动力学关系，研究工作主要包括，

1、DNA分子热融化。溶液中的DNA分子，在一个很窄的温度范围内双螺旋结构解链，是PCR扩增的工作基础，也能提供关于DNA复制的动力学过程信息。采用核大振幅输运理论，把大分子动力学演化转化为抽样过程，解决了多粒子耦合体系Langevin方程的求解问题 (见J. Phys. A 27, 6147(1995))；

2、时间序列分析最后一公里问题。传统序列分析基于统计假设,只有在序列足够长时能成立，在应用于生物、生理及金融等现实中短序列时，规律往往被掩盖在噪声中。在高能碰撞实验分析中，需要从有限的事例中把量子色动力学（QCD）信息提取出来，有效减小噪声影响，为此发展了阶乘矩理论。利用序列分析相空间重构技术，成功地把阶乘矩理论拓展到短序列片断特征提取，对序列自相似结构统计分析方法进行了有效修正。相关工作发表在J Theor Biol, 241,765(2006);246,28(2007); 247,645(2007), Phys Rev E 84,066114(2011); 86,056107(2012) ; PLOS ONE 9(12)116128(2014); 10(11):e143015(2015), Phys LettA 378,2591-2596(2014)等。

3、复杂网络谱结构与动力学性质。复杂系统诸元素及其关系可以用复杂网络描述。节点和边分别表示元素和关系。把复杂网络节点和边映射为原子和原子之间的作用，采用休克（Huckel）模型, 复杂网络拓扑结构矩阵可以做原子团的哈密顿（Hamiltonian）处理。这一原子团的谱结构能反映出内部结构对称性。本部分工作试图分析网络谱结构特征，建立复杂网络（谱）结构与动力学关系。由于网络结构的复杂性，谱结构的对称性质不能采用群论等传统理论工具研究。首次提出把能谱看作时间序列，采用时间序列分析方法，发现复杂网络中普遍存在长程关联与自相似结构；首次从网络体系运动形成的弹性波出发，采用量子与经典对应及核能谱分析中发展起来的随机矩阵理论(Random MatrixTheory)，提出了一个新的判定复杂网络同步能力的指标，给出了复杂网络结构增强同步能力的一个物理机制(也就是通过混沌过程达到同步)。相关工作发表在Phys. Rev. E 69，066104 (2004); 72, 046119 (2005); 77,045101(R)(2008); 77,066113 (2008), CHAOS 16, 043112 (2006), New J. Phys. 10,023006(2008); 12,023016 (2010), EPJB 85, 106 (2012), PLOS ONE 10(8): e128251(2015),Physica A 364,544(2006)等。

4、基于复杂网络的时间序列分析，提出基于相空间重构的把序列映射为复杂网络的方法，提出基于小图的时间序列相关性结构分析方法；系统生物学相关问题，包括DNA序列分析，复杂疾病生物标志物和复杂疾病药物作用机理等；基于人工智能的规律发现和复杂系统预测等.

【科研项目】

承担完成自然科学基金面上项目2项，参与国家自然科学基金面上和重大项目、科技部973项目等多项。

1、基于复杂网络谱的细胞网络比较, 国家自然科学基金面上项目；

2、系统分析与集成科研平台建设, 中央财政支持地方高校建设资金项目；

3、上海市高教系统特聘教授(东方学者)资金支持计划；

4、复杂调控网络动力学结构分析与模型构造, 国家自然科学基金面上项目;

5、在轨服务反步控制算法研究(企业横向课题)

【主要论文列表】

[100]Synchronizationof reservoir computers with applications to communications,

TongfengWeng, Jia Song, Huijie Yang, Changgui Gu, Jie Zhang and Michael Small,

PhysicaA 544, 123453 (2020).

[099]Visibility graph analysis of Bitcoin priceseries,

Keshi Liu, Tongfeng Weng, Changgui Gu and Huijie Yang,

Physica A 538, 122952(2020).

[098]Excited state ofspiral waves in oscillatory reaction-diffusion systems caused by a pulse,

Jian Gao, Changgui Gu ,HuijieYang and Tongfeng Weng,

Phys. Rev. E 101,042219 (2020).

[097] A universal state equation of particle gases forpassenger flights in United States,

Pei-Wen Yao, Yan-Jun Wang, Chen-Ping Zhu, Fan Wu,Ming-Hua Hu, Hui-Jie Yang, Vu Duong, Chin-Kun Hu and H. Eugene Stanley,

Physica A 545, 123748 (2020).

[096]A type of bi-stable spiral wave in a single-period oscillatory medium, 

Gao,Jian; Gu, Changgui*; Yang, Huijie; Weng, tongfeng; 

CommunNonlinear Sci Numer Simulat, 2020, 85: 105233.

[095]Visibility graph analysis of Bitcoin price series,

     Keshi Liu, Tongfeng Weng, Changgui Gu andHuijie Yang,

     Physica A 538, 122952 (2020).

[094]Synchronization of chaotic systems and their machine-learning models,

     Tongfeng Weng, Huijie Yang, Changgui Gu, JieZhang and Machael Small,

     Phys. Rev. E 99,042203(2019).

[093]Traffic systems recovery from complete congestion by the targeted dropping ofpackets,

Gan-Hua Wu and Hui-Jie Yang,

Modern Physics Letters B|Vol. 33,No. 08, 1950096 (2019) .

[092]Evolution of scaling behavors in currency exchange rate series,

     Wenxiu Feng, Yue Yang, Qianshun Yuan, ChangguiGu and Huijie Yang,

     Fractals27(2): 19500051 (2019). 

[091]Relaxation of gene network after injection of influenza virus,

     Shiguo Deng, Henggang Ren, Qianshun Yuan andHuijie Yang,

     J. Phys. Conf. 1302(4): 042016 (2019).

[090]Sampling frequency dependent visibility graphlet approach to time series,

     Yan Wang, Tongfeng Weng, Shiguo Deng,Changgui Gu and Huijie Yang,

     Chaos 29, 023109 (2019).

[089]Information on evolutionary age in redundancy of complex network, 

     Shiguo Deng, Henggang Ren, Tongfeng Weng,Changgui Gu and Huijie Yang,

     Modern Physics Letters B 33(27), 1950331(2019).

[088]Scale-Invariance Exists in the Series of Character Intervals in the Four GreatChinese Novels,

Quan-Chao Gu, Gui-Qiu Qin,Yi-Qing Wang), Chang-Gui Gu and Hui-Jie Yang,

     Commun.Theor. Phys. 71, 1139 (2019).

[087]Heterogeneity in relaxation rate improves the synchronization of oscillatoryneurons in a model of the SCN,

     ChangguiGu, Huijie Yang, Man Wang and Jos H. T. Rohling,

     Chaos29, 013103 (2019).

[086]Size of a steady disturbance source affects the frequency of a target wave,

     Jian Gao, Changgui Gu, Huijie Yang, andTongfeng Weng,

     AIP Advances 9, 085034 (2019).

[085]Entrainment range affected by the heterogeneity in the amplitude relaxationrate of suprachiasmatic nucleus neurons      

     Chang-GuiGu(顾长贵),Ping Wang(王萍),Hui-Jie Yang(杨会杰) ,

     Chin.Phys. B. 28(1): 018701 (2019).

[084]Heterogeneity of neuronal properties determines the collective behavior of theneurons in the suprachiasmatic nucleus,

     GuChanggui, Wang Ping, Weng Tongfeng, Yang Huijie and Jos Rohling,

     MathBiosci Eng. 16(4), 1893-1913 (2019).

[083]Splitting between two subgroups of the SCN neurons with instantaneous feedback

     ChangguiGu, Xiangwei Gu, Henggang Ren, Ping Wang, Huijie Yang and Jos H. T. Rohling,

     NonlinearDynamics 97, 1245-1251 (2019).

[082]Heterogeneity in relaxation rate improves the synchronization of oscillatoryneurons in a model of the SCN,

     ChangguiGu,  Huijie Yang,  Man Wang and Jos Rohling,

     Chaos29, 013103 (2019).

[081]Entrainment range affected by the heterogeneity in the amplitude relaxationrate of SCN neurons,

Chang-Gui Gu, Ping Wang andHui-Jie Yang,

Chin. Phys. B,28 (1): 018701(2019).

[080]Predator-prey games on complex networks,

     Tongfeng Weng, Huijie Yang, Changgui Gu, JieZhang, Pan Hui, Michael Small,

     Commun. Nonlinear Sci. Num. Sim. 79, 104911(2019).

[079]Synchronizing hyperchaotic subsystems with a single variable: A reservoircomputing approach,

     XiaoluChen, Tongfeng Weng, Changgui Gu and Huijie Yang,

     PhysicaA 534(15), 122273 (2019).

[078]Synchronization of chaotic systems and their machine learning models,

     Tongfeng Weng, Huijie Yang, Changgui Gu, JieZhang and Michael Small,

Phys.Rev. E 99, 042203 (2019).

[077]Limit Cycles and Invariant Curves in a Class of Switching Systems with DegreeFour,

XinliLi, Huijie Yang and Binghong Wang,

Journalof function spaces 2018: 4716047 (2018) [9pages]

[076]Efficient priority queueing routing strategy on networks of mobile agents,

Gan-HuaWu, Hui-Jie Yang and Jia-Hui Pan,

ModernPhysics Letters B 32(09), 1850137 (2018) .

[075]Ratio between sensitive strength to light information and the coupling strengthaffects entrainment range of suprachiasmatic nucleus,

     ChangguiGu*, Huijie Yang, Man Wang*,

  Commun.Theor. Phys. (2018) 70, 771–776.

[074]Community detection based on preferred mode in bipartite networks,

GuolinWu, Changgui Gu*; Qiu Lu  and HuijieYang,

ModernPhysics Letters B 1850330 (2018) .  

[073]A patient suffering from neurodegenerative disease may have a strengthenedfractal gait rhythm, 

HenggangRen, Yue Yang, Changgui Gu, Tongfeng Weng, Huijie Yang*,

IEEETrans. Neural Syst. Rehab Engineering 26 (9) (2018) 1765-1772  

[072]Double transition of information spreading in a two-layered network,

JiaoWu, Muhua Zheng, Wei Wang, Huijie Yang, and Changgui Gu*,

Chaos28, 083117 (2018).   

[071]Influential promotes cooperation in spatial games,

Wen-JingLi , Luo-Luo Jiang, Changgui Gu*, and Huijie Yang,

J.Stat. Mech. (2018) 063406 .

[070]Dependence of the entrainment on the ratio of amplitudes between two subgroupsin the suprachiasmatic nucleus,

Changgui Gu*,Huijie Yang, JohannaH. Meijer, and Jos H. T. Rohling,

Phy. Rev. E (2018) 97, 062215

[069]Immediate causality network of stock markets,

LiZhou, Lu Qiu, Changgui Gu and Huijie Yang,

EPL,121 (2018) 48002

[068]Unbiased detrended fluctuation analysis: Long-range correlations in very shorttime series,

Qianshun Yuan, Changgui Gu,Tongfeng Weng, Huijie Yang *, 

Physica A 505 (2018) 179–189

[067]State network approach to characteristics of financial crises,

LuQiu, Changgui Gu, Qin Xiao, Huijie Yang, Guolin Wu,

PhysicaA 492 1120–1128 (2018) .

[066]Exponential distance distribution of connected neurons in simulations oftwo-dimensional in vitro neural network development,

Zhi-SongLv, Chen-Ping Zhu, Pei Nie, Jing Zhao, Hui-Jie Yang, Yan-Jun Wang and Chin-KunHu,

Frontiersof Physics 12: 128902 (2017).

[065]The influence of migration speed on cooperation in spatial games,

 Wen-Jing Li, Luo-Luo Jiang, Changgui Gu*, andHuijie Yang,

J.Stat. Mech (2017) 123401.  

[064]Dispersion of the intrinsic neuronal periods affects the relationship of theentrainment range to the coupling strength in the suprachiasmatic nucleus,

ChangguiGu*, Huijie Yang and Man Wang,

Phys.Rev. E (2017) 96, 052207.

[063]Scaling invariance embedded in very short time series: A factorial moment baseddiffusion entropy approach,

Yue Yang, Lu Qiu, Tianguang Yang,Liying Hou, Changgui Gu and Huijie Yang,

Chinese J. Phys. 55, 2325–2335(2017).

[062]A uniform framework of projection and community detection for one-mode networkin bipartite networks,

Guolin Wu,Changgui Gu, Lu Qiu, Huijie Yang,

Chin. Phys.B  26(12), 128901 (2017); DOI:10.1088/1674-1056/26/12/128901

[061]Difference in intrinsic amplitudes of neuronal oscillators improves theirsynchronization in the suprachiasmatic nucleus,

Changgui Gu, and Huijie Yang,

Chaos 27, 093108 (2017)

[060]The asymmetry of the entrainment range induced by the difference in intrinsicfrequencies between two subgroups within the suprachiasmatic nucleus,

Changgui Gu*,  and Huijie Yang,

Chaos 27, 063115 (2017).

[059]Entrainment range of the suprachiasmatic nucleus affected by the difference inthe neuronal amplitudes between the light-sensitive and light-insensitiveregions, Changgui Gu*, Huijie Yang, and Zhongyuan Ruan,

Phys. Rev. E 95, 042409 (2017).

[058]Network-based Landscape of Research Strengths of Universities in MainlandChina,

Zihua Liu, Qin Xiao, Qian Zhan,Changgui Gu, and Huijie Yang,

Physica A (2017)478, 49–62

[057]Dissociation between two subgroups of the suprachiasmatic nucleus affected by thenumber of damped oscillated neurons, 

Changgui Gu*, Huijie Yang, andJos HT Rohling,

Phys. Rev. E 95, 032302 (2017).

[056]Evolution of scaling behaviors embedded in sentence series from A Story of theStone

     Yue Yang, Changgui Gu, Qin Xiao, Huijie Yang

     PLoS ONE 12(2): e0171776 (2017).

[055]An Improved Archaeology Algorithm Based on Integrated Multi-Source BiologicalInformation for Yeast Protein Interaction Network,

Jin Zhang,Huijie Yang, Houbing Song, Yuan Zhang,

IEEE ACESS 5,15893-15900(2017).

[054]In search of coding and non-coding regions of DNA sequences based on balancedestimation of diffusion entropy,

Jin Zhang and Huijie Yang,

Journal of Biological Physics42(1), 99-106 (2016).

[053]差分网络研究金融危机对行业的冲击

     邱路,贾天明,杨会杰

     物理学报65,198901(2016)

[052] Multifractals embeddedin short time series: An unbiased estimation of probability moment,

     LuQiu, Tianguang Yang, Yanhua Yin, Changgui Gu and Huijie Yang,

     Phys.Rev. E 94(6), 062201(2016)

[051] Adiffusion perspective on temporial networks: A case study on a supermarket

     Shiguo Deng, Lu Qiu, Yue Yang, and HuijieYang

     Physica A 441,62-68(2016)

[050]Noise induces oscillation and synchronization of the circadian neurons

     Changgui Gu, Jinshan Xu, Jos Rohling, HuijieYang, and Zonghua Liu

     PLOS ONE 10(12):e0145360(2015)[13 pages]

[049]Visibility graph based time series analysis

     Mutua Stephen, Changgui Gu, and Huijie Yang

     PLOS ONE 10(11):e143015(2015) [19 pages]

[048] Investigation ofLogistic chaotic time series based upon energy spectral fluctuation analysis

     QinXiao, and Huijie Yang

     Journalof Atomic and Molecular physics 32(5),891-895(2015) [in Chinese]     

[047]Nontrivial characteristics embedded in microarray coexpression profiles

     Chuanyang Yin, Huijie Yang, Guimei Zhu, andBinghong Wang

     Journal of Physics: conference series604,012022(2015)

[046]Discrete scale-invariance in cross-correlation between time series

     Qin Xiao, Xue Pan, Mutua Stephen, Xinli Li,and Huijie Yang

     Physica A 421,161-170(2015)

[045]Network-based identification of reliable bio-markers for cancers

     Shiguo Deng, Jingchao Qi, Mutua Stephen, LuQiu, Huijie Yang

     Journal of Theoretica Biology 383,20-27(2015)

[044] Energy spectralbehaviors of communication networks of open-source communities

     Jianmeiyang, Huijie Yang, Hao Liao, Jiangtao Wang, and Jinquan Zeng

     PLOSONE 10(6):e0128251(2015)

[043]Long-term memories in online users' selection activities

     Xue Pan, Lei Hou, Mutua Stephen, and HuijieYang

     Physics Letters A 378(35),2591-2596(2014)

[042]Evaluation of scaling invariance embedded in short time series

     Xue Pan, Lei Hou, Mutua Stephen, Huijie Yang,and Chenping Zhu

     PLOS ONE 9(12):e116128(2014)

[041] The control gain regionfor synchronization in non-diffusively coupled complex networks

     LiuGequn, Li Wenhui, Yang Huijie, and Gareth Knowles

     Physica A 405,17-24(2014).

[040] Row-columnvisibility graph appraoch to two-dimensional landscapes

     Xiao Qin, Pan Xue, Li Xin-li, Mutua Stephen,Yang Hui-jie, Jiang Yan, Wang Jian-yong, and Zhang Qing-jun

     ChinesePhysics B 23(7):078904(2014)

[039]Statistics of extreme events in Chinese stock market

     Wu Gan-hua, Qiu Lu, Mutua Stephen, Li Xin-li,Yang Yue, Yang Hui-jie, and Jiang Yan

     ChinesePhysics B 23(12):0128901(2014)

[038]Principal Component Analysis Based Measure of Structural Holes

     Shiguo Deng, Huijie Yang and Wenqing Zhang

     Journal of Physics: Conf. Series410,012102(2013)

[037] Evaluation of scaleinvariance in physiological signals by means of balanced estimation ofdiffusion entropy

     WenqingZhang, Lu Qiu, Qin Xiao, Huijie Yang, Qingjun Zhang, and Jianyong Wang

     PhysicalReview E 86,056107(2012)

[036]Uncovering Evolutionary Ages of Nodes in Complex Networks

     Guimei Zhu, Huijie Yang, Rui Yang, Jie Ren,Baowen Li, and Ying-cheng Lai

     The European Physical Journal B 85,106(2012)[6 pages]

[035] 中国大学关系的复杂网络研究

     王燕娟,齐景超,严捷冰,邓世果,肖琴,吴干华,杨会杰

     科学通报 57卷10期: 875-882(2012)

[034]Hurst exponents for short time series

     Jingchao Qi, and Huijie Yang

     Physical Review E 84,066114(2011)

[033]Visibility graph approach to time series with different components

     Jingchao Qi, Jianying Wang, et. al.

     Fluctuation and Noise Letters 10(4),371(2011)

[032]Heat flux distribution and rectification of complex networks

     Zonghua Liu, Xiang Wu, Huijie Yang, NeelimaGupte and Baowen Li

     New Journal of Physics 12, 023016(2010)

[031]Visibility graph approach to exchange rate series

     Yue Yang, Jianbo Wang, Huijie Yang, JingshiMang,

     Physica A 388, 4431(2009).

[030]Complex network-based analysis of air temperature data in China

     JianboWang, and Huijie Yang,

     Mod. Phys. Lett. B 23,1781(2009)

[029]Complexities of human promoter sequences

     Zhibin Jiang, Huijie Yang, and Jianbo Wang

     Physica A 388,1299(2009)

[028]Localizations on complex networks

     Guimei Zhu, Huijie Yang, Chuanyang Yin，and Baowen Li

     Phys. Rev. E 77, 066113 (2008)

[027]Self-affine fractals embedded in spectra of complex networks

     Huijie Yang, Chuanyang Yin, Guimei Zhu, andBaowen Li

     Phys. Rev. E 77, 045101(R) (2008)

[026]Complex network-based time series analysis

     Yue Yang，Huijie Yang

     Physica A 387,1381(2008)

[025] The process of co-evolutionarycompetitive exclusion: speciation, multi-fractality and power-laws incorrelations

     Chen-PingZhu, Tao Zhou, Hui-Jie Yang, Shi-Jie Xiong, Zhi-Ming Gu, Da-Ning Shi, Da-Ren Heand Bing-Hong Wang

     NewJournal of Physics 10,023006 (2008)

[024]Scale invariance of human electroencephalogram signals in sleep

     Shimin Cai, Zhaohui Jiang, Tao Zhou, PeilingZhou, Huijie Yang, and Binghong Wang

     Phys.Rev. E 76, 061903 (2007)

[023]Diffusion entropy analysis on the stride interval fluctuation of human gait

     Shimin Cai, Peiling Zhou, Huijie Yang, et al

     Physica A 375, 687(2007)

[022]Scaling Behaviour and Memory in Heart Rate of Healthy Human

     Shimin Cai,Hu Peng，Huijie Yang，et al

     Chin. Phys. Lett. 24,3002(2007)

[021]Error thresholds for quasispecies on single peak Gaussian-distributed fitness

     X. Feng, Y. Li, J. Gu, Y. Zhuo, and HuijieYang

     J. Theor. Bio., 246,28(2007)

[020]Complexities of human promoter sequences

     Fangcui Zhao, Huijie Yang, Binghong Wang

     J. Theor. Bio., 247,645(2007)

[019]Synchronizabilities of Complex Networks: A New Index

     Huijie Yang, Fangcui Zhao, Binghong Wang

     CHAOS16,043112(2006)

[018]Nonlinear Modeling Approach to Human Promoter Sequences

     Huijie Yang, fangcui Zhao, Jianzhong Gu,Binghong Wang

     J. Theor. Bio. 241,765(2006)

[017]Collective Chaos Induced by Structures of Complex Networks

     Huijie Yang, Fangcui Zhao, Binghong Wang

     Physica A 364,544(2006)

[016]Diffusion entropy analysis on the scaling behavior of financial markets

     Shi-Min Cai, Pei-Ling Zhou, Hui-Jie Yang,Chun-Xia Yang, Bing-Hong Wang and Tao Zhou

     Physica A 367,337(2006)

[015] Relations betweenAverage Distance, Heterogeneity and Network Synchronizability

     MingZhao, Tao Zhou, Binghong Wang, Gang Yan, Huijie Yang, Wenjie Bai

     PhysicaA 371,773(2006)

[014]The synchronizability of highly clustered scale-free networks

     WU Xiang, WANG Bing-Hong, ZHOU Tao, WANGWen-Xu, ZHAO Ming, and YANG Hui-Jie

     ChinesePhysics Letters 23,1046 (2006) .

[013]Traffic dynamics based on an efficient routing strategy on scale free networks

     Chuan-Yang Yin, Bing-Hong Wang, Wen-Xu Wang,Gang Yan, Hui-jie Yang

     The European Physical Journal B49, 205(2006)

[012]Efficient routing on scale-free networks based on local information

     Chuan-Yang Yin, Bing-Hong Wang, Wen-Xu Wang,Tao Zhou and Hui-Jie Yang

     Physics Letters A351, 220(2006).

[011]Empirical Study on the Volatility of Hang-Seng Index

    CaiShi-Min, Zhou Pei-Ling, Yang Hui-Jie, Yang Chun-Xia, Wang Bing-Hong, ZhouTao 

     Chin.Phys.Lett.23, 754(2006)

[010] Scaling Invariance inSpectra of Complex Networks: A Diffusion Factorial Moment Approach

     FangcuiZhao, Huijie Yang, Binghong Wang

     Physical Review E 72, 046119(2005)

[009]Diffusion Entropy Approach to Complexity of a Hodgkin-Huxley Neuron,

     Huijie Yang, Fangcui Zhao, Wei Zhang andZhongnan Li,

     Physica A 347,704(2005).

[008]Temporal series analysis approach to spectra of complex networks,

     Huijie Yang, Fangcui Zhao, longyu Qi andBeilai Hu,

     PhysicalReview E 69,066104(2004).

[007]Modeling SARS spreading on complex networks,

     Huijie Yang, Yun Zhou, Fangcui Zhao, ZhongnanLi and Wei Zhang,

     Int.J. Mod. Phys. B18, 2734(2004).

[006]Analysis of DNA Chains By Means of Factorial Moments,

     Huijie Yang, Fangcui Zhao, Yizhong Zhuo,Xizhen Wu, Zhuxia Li,

     PhysicsLetters A 292, 349(2002).

[005]Investigation on Gait Time Series By Means of Factorial Moments,

     Huijie Yang, Fangcui Zhao, Yizhong Zhuo,Xizhen Wu, Zhuxia Li,

     PhysicaA 312, 23 (2002).

[004]Dyamical Fluctuations in Biological Processes with Factorial Moments,

   HuijieYang, Fangcui Zhao,

     AIPConference Proceedings 597, 396 (2001).

[003] Using Nuclear TransportTheory to study Nonlinear Effects between the Different Strands in DNA

     XianjunYang, Huijie Yang, Xizhen Wu, Yizhong Zhuo

     ChineseJournal of Nuclear Physics 18(3),165-170 (1996).

[002] Theoretical Study ofBrownian-like Motion of Suspended Particles in Nematic Liquid Crystals,

     Huijie Yang, Yizhong Zhuo, Xizhen Wu, XiaoweiTang

     Phys. Lett. A 203, 157(1995).

[001] Investigation ofthermal denaturation of DNA molecules based upon non-equilibrium transportapproach，

     HuijieYang, Yizhong Zhuo, Xizhen Wu,

     Journalof Physics A27, 6147(1995).

1、金融物理学导论/ FinancialPhysics（研究生/留学研究生）

2、系统生物学基础/BasicConcepts in Systems Biology（研究生/留学研究生）

3、自组织临界理论（研究生）

4、理论生物学（研究生）

5、高等量子力学（研究生）

6、统计学（本科）

7、计量经济学（本科）

8、数据结构（本科）

9、系统工程导论（本科）

10、人工智能基础（本科）

11、大学物理（本科）

12、量子力学（本科）

【学术任职】

1、中国系统工程学会理事；

2、中国复杂科学研究会副主任；

3、中国交叉科学学会副秘书长；

4、中国交叉科学学会，复杂性科学专委会理事；

5、上海市学位委员会第五届学科评议组成员.

【工作经历】

2010.03--现在  beat365中国官方网站，beat365中国官方网站系统科学系，理学教授，博士生导师；2007.02--2010.03新加坡国立大学物理系，Research FellowA, 复杂网络与系统生物学相关课题研究，期间于2007年6月入职beat365中国官方网站；

2002.4-2005.5 南开大学，物理学院生物物理系，副教授，生物物理系副主任；

2005.5-2007.2中国科学技术大学，近代物理系非线性科学中心，副教授（博士后），复杂网络与复杂性理论研究

1995.7-2002.4 河北工业大学，理学院物理所，副教授，物理专业本科和研究生教学和科研工作；

上海市学科评议组成员