基本信息
周海军  男  博导  中国科学院理论物理研究所
电子邮件: zhouhj@itp.ac.cn
通信地址: 北京市海淀区中关村东路55号
邮政编码: 100190

研究领域

无序和复杂系统统计物理:自旋玻璃、组合优化、约束满足、消息传递算法;
博弈系统的演化与决策;神经网络中的学习过程

招生信息

硕士生,硕博连读研究生
招生专业
070201-理论物理
招生方向
统计物理,复杂系统,博弈论
神经网络,深度学习

教育背景

1995-09--2000-08   中国科学院理论物理研究所   博士学位
1991-09--1995-07   南开大学物理学系   理学学士
学历
-- 研究生
学位
-- 博士

工作经历

   
工作简历
2017-09~现在, 中国科学院理论物理前沿重点实验室, 常务副主任
2004-11~现在, 中国科学院理论物理研究所, 研究员
2003-09~2005-08,德国马克斯-普朗克胶体与界面研究所, 博士后
2003-03~2003-08,中国科学院理论物理研究所, 访问学者
2000-09~2003-02,德国马克斯-普朗克胶体与界面研究所, 博士后
社会兼职
2018-01-01-今,Science China: Physics, Mechanics and Astronomy, 编委会委员
2015-08-01-今,Heliyon, 编委会委员
2015-07-01-今,Scientific Reports, 编委会委员
2013-12-01-今,Communications in Theoretical Physics, 编委会委员
2011-12-01-今,European Physical Journal B, 编辑
2010-06-01-今,Journal of Statistical Mechanics, 编委会委员

教授课程

非平衡统计物理
科研实践Ⅰ-综合物理实验(非课程)
量子统计

专利与奖励

   
奖励信息
(1) 国家百千万人才工程有突出贡献中青年专家, 部委级, 2016
(2) 中国科学院优秀研究生指导教师奖, , 院级, 2011
(3) 国务院政府特殊津贴, , 其他, 2011
(4) 第11届中国青年科技奖, , 部委级, 2010

出版信息

   
发表论文
[1] Zhou, HaiJun. Cycle-tree guided attack of random K-core: Spin glass model and efficient message-passing algorithm. 2021, [2] Zhou, HaiJun, Liao, Qinyi. Circumventing spin glass traps by microcanonical spontaneous symmetry breaking. 2021, http://arxiv.org/abs/2007.00303.
[3] Wang, ShangNan, Cheng, Luan, Zhou, HaiJun. Vulnerability and Resilience of Social Engagement: Equilibrium Theory. 2021, http://arxiv.org/abs/1909.08926.
[4] Li, Tianyi, Zhang, Pan, Zhou, HaiJun. Long-loop feedback vertex set and dismantling on bipartite factor graphs. PHYSICAL REVIEW E[J]. 2021, 103(6): [5] Su, ChunWang, Zheng, Liang, Li, YouJun, Zhou, HaiJun, Wang, Jue, Huang, ZiGang, Lai, YingCheng. Hysteresis in anesthesia and recovery: Experimental observation and dynamical mechanism. PHYSICAL REVIEW RESEARCH[J]. 2020, 2(2): http://dx.doi.org/10.1103/PhysRevResearch.2.023289.
[6] Zhao, Han, Zhou, Hai Jun. Maximally flexible solutions of a random K-satisfiability formula. PHYSICAL REVIEW E[J]. 2020, 102(1): https://www.webofscience.com/wos/woscc/full-record/WOS:000548235000012.
[7] Coutinho, Bruno Coelho, Wu, AngKun, Zhou, HaiJun, Liu, YangYu. Covering Problems and Core Percolations on Hypergraphs. PHYSICAL REVIEW LETTERS[J]. 2020, 124(24): https://www.webofscience.com/wos/woscc/full-record/WOS:000540665200005.
[8] Tian, Chushun, Yang, Kun, Fang, Ping, Zhou, HaiJun, Wang, Jiao. Hidden thermal structure in Fock space. PHYSICAL REVIEW E[J]. 2018, 98(6): https://www.webofscience.com/wos/woscc/full-record/WOS:000454172800001.
[9] Yang, DongPing, Zhou, HaiJun, Zhou, Changsong. Co-emergence of multi-scale cortical activities of irregular firing, oscillations and avalanches achieves cost-efficient information capacity. PLOS COMPUTATIONAL BIOLOGY[J]. 2017, 13(2): https://doaj.org/article/20cd2b950af747898955941a11acd4ff.
[10] Li, Xiang, Guo, JiaYu, Li, Xu, Zhou, HaiJun, Zhang, ShuHui, Liu, XiaoDong, Chen, DongYan, Fang, YongChun, Feng, XiZeng. Behavioural effect of low-dose BPA on male zebrafish: Tuning of male mating competition and female mating preference during courtship process. CHEMOSPHERE[J]. 2017, 169: 40-52, http://dx.doi.org/10.1016/j.chemosphere.2016.11.053.
[11] Aurell, Erik, Innocenti, Nicolas, Zhou, HaiJun. The bulk and the tail of minimal absent words in genome sequences. PHYSICAL BIOLOGY[J]. 2016, 13(2): http://ir.itp.ac.cn/handle/311006/23360.
[12] Zdeborova, Lenka, Zhang, Pan, Zhou, HaiJun. Fast and simple decycling and dismantling of networks. SCIENTIFIC REPORTS[J]. 2016, 6(6): http://ir.itp.ac.cn/handle/311006/21260.
[13] Zhou, HaiJun. The rock-paper-scissors game. CONTEMPORARY PHYSICS[J]. 2016, 57(2): 151-163, http://ir.itp.ac.cn/handle/311006/21265.
[14] Del Ferraro, Gino, Wang, Chuang, Zhou, HaiJun, Aurell, Erik. On one-step replica symmetry breaking in the Edwards-Anderson spin glass model. JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT[J]. 2016, http://ir.itp.ac.cn/handle/311006/23243.
[15] Xu YiZhi, Zhou HaiJun, Obuchi T, Kasai T, Miyama MJ, Ohzeki M, Uemura M. Generalized minimum dominating set and application in automatic text summarization. INTERNATIONAL MEETING ON HIGH-DIMENSIONAL DATA-DRIVEN SCIENCE (HD3-2015)null. 2016, 699: [16] Zhou, HaiJun. A spin glass approach to the directed feedback vertex set problem. JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT[J]. 2016, http://ir.itp.ac.cn/handle/311006/21264.
[17] Xu, Yi-Zhi, Zhou, Hai-Jun. Generalized minimum dominating set and application in automatic text summarization. INTERNATIONAL MEETING ON HIGH-DIMENSIONAL DATA-DRIVEN SCIENCE (HD3-2015) Journal of Physics Conference Series[J]. 2016, 699(699): 12014-, http://ir.itp.ac.cn/handle/311006/21266.
[18] Mugisha, Salomon, Zhou, HaiJun. Identifying optimal targets of network attack by belief propagation. PHYSICAL REVIEW E[J]. 2016, 94(1): http://ir.itp.ac.cn/handle/311006/21263.
[19] Zhao, JinHua, Habibulla, Yusupjan, Zhou, HaiJun. Statistical Mechanics of the Minimum Dominating Set Problem. JOURNAL OF STATISTICAL PHYSICS[J]. 2015, 159(5): 1154-1174, http://dx.doi.org/10.1007/s10955-015-1220-2.
[20] Habibulla Yusupjan, Zhao JinHua, Zhou HaiJun, Wang J, Yap C. The Directed Dominating Set Problem: Generalized Leaf Removal and Belief Propagation. FRONTIERS IN ALGORITHMICS (FAW 2015)null. 2015, 9130: 78-88, [21] Zhou, HaiJun, Zheng, WeiMou. Loop-corrected belief propagation for lattice spin models. EUROPEAN PHYSICAL JOURNAL B[J]. 2015, 88(12): http://www.irgrid.ac.cn/handle/1471x/1114694.
[22] Liu Fei, Rondoni, Lamberto, Tang LeiHan, Wang YanTing, Zhou HaiJun. Preface to Special Issue on Small Systems: Nonequilibrium Phenomena and Anomalous Behavior. COMMUNICATIONS IN THEORETICAL PHYSICSnull. 2014, 62(4): I-II, http://lib.cqvip.com/Qikan/Article/Detail?id=67738480504849524948484850.
[23] Qin, ShaoMeng, Zhou, HaiJun. Solving the undirected feedback vertex set problem by local search. EUROPEAN PHYSICAL JOURNAL B[J]. 2014, 87(11): http://www.irgrid.ac.cn/handle/1471x/948975.
[24] Wang, Chuang, Qin, ShaoMeng, Zhou, HaiJun. Topologically invariant tensor renormalization group method for the Edwards-Anderson spin glasses model. PHYSICAL REVIEW B[J]. 2014, 90(17): http://www.irgrid.ac.cn/handle/1471x/948986.
[25] Wang, Zhijian, Xu, Bin, Zhou, HaiJun. Social cycling and conditional responses in the Rock-Paper-Scissors game. SCIENTIFIC REPORTS[J]. 2014, 4: http://www.irgrid.ac.cn/handle/1471x/949111.
[26] Bi, Zedong, Zhou, HaiJun. Optimal Cooperation-Trap Strategies for the Iterated Rock-Paper-Scissors Game. PLOS ONE[J]. 2014, 9(10): http://www.irgrid.ac.cn/handle/1471x/949010.
[27] Zhao JinHua, Zhou HaiJun. Statistical physics of hard combinatorial optimization: Vertex cover problem. CHINESE PHYSICS Bnull. 2014, 23(7): http://www.irgrid.ac.cn/handle/1471x/949127.
[28] Zhao, JinHua, Zhou, HaiJun, Liu, YangYu. Inducing effect on the percolation transition in complex networks. NATURE COMMUNICATIONS[J]. 2013, 4: http://www.irgrid.ac.cn/handle/1471x/836357.
[29] Wu, LuLu, Zhou, HaiJun, Alava, Mikko, Aurell, Erik, Orponen, Pekka. Witness of unsatisfiability for a random 3-satisfiability formula. PHYSICAL REVIEW E[J]. 2013, 87(5): http://www.irgrid.ac.cn/handle/1471x/836431.
[30] Zhang, Yifan, Lu, Teng, Zeng, Xiping, Zhou, Haijun, Guo, Hongxia, Bonaccurso, Elmar, Butt, HansJuergen, Wang, Jianjun, Song, Yanlin, Jiang, Lei. Surface-mediated buckling of core-shell spheres for the formation of oriented anisotropic particles with tunable morphologies. SOFT MATTER[J]. 2013, 9(9): 2589-2592, http://www.irgrid.ac.cn/handle/1471x/836526.
[31] Zhou, HaiJun. Spin glass approach to the feedback vertex set problem. EUROPEAN PHYSICAL JOURNAL B[J]. 2013, 86(11): http://www.irgrid.ac.cn/handle/1471x/836316.
[32] Xu, Bin, Zhou, HaiJun, Wang, Zhijian. Cycle frequency in standard Rock-Paper-Scissors games: Evidence from experimental economics. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS[J]. 2013, 392(20): 4997-5005, http://dx.doi.org/10.1016/j.physa.2013.06.039.
[33] Wu, LuLu, Zhou, HaiJun, Alava, Mikko, Aurell, Erik, Orponen, Pekka. Witness of unsatisfiability for a random 3-satisfiability formula. PHYSICAL REVIEW E[J]. 2013, 87(5): http://www.irgrid.ac.cn/handle/1471x/836431.
[34] Zeng Ying, Zhou HaiJun. Solution Space Coupling in the Random K-Satisfiability Problem. COMMUNICATIONS IN THEORETICAL PHYSICS[J]. 2013, 60(3): 363-374, http://www.irgrid.ac.cn/handle/1471x/836348.
[35] Zhou, Haijun, Wang, Chuang. Region Graph Partition Function Expansion and Approximate Free Energy Landscapes: Theory and Some Numerical Results. JOURNAL OF STATISTICAL PHYSICS[J]. 2012, 148(3): 513-547, http://www.irgrid.ac.cn/handle/1471x/836124.
[36] Huang, Haiping, Zhou, Haijun. Counting solutions from finite samplings. PHYSICAL REVIEW E[J]. 2012, 85(2): http://www.irgrid.ac.cn/handle/1471x/836226.
[37] Xiao, JingQing, Zhou, Haijun. Partition function loop series for a general graphical model: free-energy corrections and message-passing equations. JOURNAL OF PHYSICS A-MATHEMATICAL AND THEORETICALnull. 2011, 44(42): http://www.irgrid.ac.cn/handle/1471x/640435.
[38] Zhou, Haijun, Wang, Chuang, Xiao, JingQing, Bi, Zedong. Partition function expansion on region graphs and message-passing equations. JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT[J]. 2011, http://ir.iphy.ac.cn/handle/311004/50587.
[39] Zhao, Chunyan, Zhou, Haijun, Zheng, Zhiming, Xu, Ke. A message-passing approach to random constraint satisfaction problems with growing domains. JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT[J]. 2011, http://www.irgrid.ac.cn/handle/1471x/640610.
[40] Huang, Haiping, Zhou, Haijun. Combined local search strategy for learning in networks of binary synapses. EPL[J]. 2011, 96(5): http://www.irgrid.ac.cn/handle/1471x/640411.
[41] Zhou, Haijun. Glassy behavior and jamming of a random walk process for sequentially satisfying a constraint satisfaction formula. EUROPEAN PHYSICAL JOURNAL B[J]. 2010, 73(4): 617-624, https://www.webofscience.com/wos/woscc/full-record/WOS:000275417600018.
[42] Zhou, Haijun, Wang, Chuang. Ground-state configuration space heterogeneity of random finite-connectivity spin glasses and random constraint satisfaction problems. JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT[J]. 2010, https://www.webofscience.com/wos/woscc/full-record/WOS:000286466100010.
[43] 汤雷翰, 于渌, 周海军. 第24届国际统计物理大会记事. 物理. 2010, 716-718, http://lib.cqvip.com/Qikan/Article/Detail?id=35525550.
[44] Huang, Haiping, Zhou, Haijun. Learning by random walks in the weight space of the Ising perceptron. JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT[J]. 2010, http://ir.iphy.ac.cn/handle/311004/40767.
[45] Zhou, Haijun. CRITICALITY AND HETEROGENEITY IN THE SOLUTION SPACE OF RANDOM CONSTRAINT SATISFACTION PROBLEMS. INTERNATIONAL JOURNAL OF MODERN PHYSICS Bnull. 2010, 24(18): 3479-3487, https://www.webofscience.com/wos/woscc/full-record/WOS:000281264700002.
[46] Zhou, Jie, Zhou, Haijun. Ground-state entropy of the random vertex-cover problem. PHYSICAL REVIEW E[J]. 2009, 79(2): https://www.webofscience.com/wos/woscc/full-record/WOS:000263807300003.
[47] 周海军. 统计物理与复杂系统. 物理教学探讨:中学教学教研专辑. 2009, 1-4, http://lib.cqvip.com/Qikan/Article/Detail?id=30082167.
[48] Li, Kang, Ma, Hui, Zhou, Haijun. From one solution of a 3-satisfiability formula to a solution cluster: Frozen variables and entropy. PHYSICAL REVIEW E[J]. 2009, 79(3): https://www.webofscience.com/wos/woscc/full-record/WOS:000264767300021.
[49] Zhang, Pan, Zeng, Ying, Zhou, Haijun. Stability analysis on the finite-temperature replica-symmetric and first-step replica-symmetry-broken cavity solutions of the random vertex cover problem. PHYSICAL REVIEW E[J]. 2009, 80(2): https://www.webofscience.com/wos/woscc/full-record/WOS:000269637800032.
[50] Zhou, Haijun, Ma, Hui. Communities of solutions in single solution clusters of a random K-satisfiability formula. PHYSICAL REVIEW E[J]. 2009, 80(6): https://www.webofscience.com/wos/woscc/full-record/WOS:000273228000020.
[51] Huang, Haiping, Zhou, Haijun. Cavity approach to the Sourlas code system. PHYSICAL REVIEW E[J]. 2009, 80(5): https://www.webofscience.com/wos/woscc/full-record/WOS:000272309700020.
[52] Lam, PuiMan, Zhen, Yi, Zhou, Haijun, Zhou, Jie. Adsorption of externally stretched two-dimensional flexible and semiflexible polymers near an attractive wall. PHYSICAL REVIEW E[J]. 2009, 79(6): https://www.webofscience.com/wos/woscc/full-record/WOS:000267698700041.
[53] Shao, Zhen, Zhou, Haijun. Dynamics-driven evolution to structural heterogeneity in complex networks. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS[J]. 2009, 388(4): 523-528, http://dx.doi.org/10.1016/j.physa.2008.10.024.
[54] Zhou, Haijun, Ma, Hui. Communities of solutions in single solution clusters of a random K-satisfiability formula (vol 80, 066108, 2009). PHYSICAL REVIEW Enull. 2009, 80(6): [55] Zhou, Haijun. T -> 0 mean-field population dynamics approach for the random 3-satisfiability problem. PHYSICAL REVIEW E[J]. 2008, 77(6): https://www.webofscience.com/wos/woscc/full-record/WOS:000257287600009.
[56] Zhou, Jie, OuYang, ZhongCan, Zhou, Haijun. Simulating the collapse transition of a two-dimensional semiflexible lattice polymer. JOURNAL OF CHEMICAL PHYSICS[J]. 2008, 128(12): https://www.webofscience.com/wos/woscc/full-record/WOS:000254537200072.
[57] Zhou HaiJun, Li Kang. Distribution of equilibrium free energies in a thermodynamic system with broken ergodicity. COMMUNICATIONS IN THEORETICAL PHYSICS[J]. 2008, 49(3): 659-664, http://lib.cqvip.com/Qikan/Article/Detail?id=27291291.
[58] Zhou HaiJun. Cyclic heating-annealing and Boltzmann distribution of free energies in a spin-glass system. COMMUNICATIONS IN THEORETICAL PHYSICS[J]. 2007, 48(1): 179-182, http://lib.cqvip.com/Qikan/Article/Detail?id=67738480504848554855485154.
[59] Zhou, Jie, Ma, Hui, Zhou, Haijun. Long-range frustration in T=0 first-step replica-symmetry-broken solutions of finite-connectivity spin glasses. JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT[J]. 2007, https://www.webofscience.com/wos/woscc/full-record/WOS:000247963900001.
[60] Shao, Zhen, Zhou, Haijun. Optimal transportation network with concave cost functions: Loop analysis and algorithms. PHYSICAL REVIEW E[J]. 2007, 75(6): https://www.webofscience.com/wos/woscc/full-record/WOS:000247624100019.
[61] Zhou, Haijun, Lipowsky, Reinhard. Activity patterns on random scale-free networks: global dynamics arising from local majority rules. JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT[J]. 2007, https://www.webofscience.com/wos/woscc/full-record/WOS:000243969300013.
[62] 周海军. 长程阻错的统计物理理论. 物理[J]. 2006, 35(3): 193-196, http://lib.cqvip.com/Qikan/Article/Detail?id=21440152.
[63] Zhou, Haijun, Zhou, Jie, OuYang, ZhongCan, Kumar, Sanjay. Collapse transition of two-dimensional flexible and semiflexible polymers. PHYSICAL REVIEW LETTERS[J]. 2006, 97(15): https://www.webofscience.com/wos/woscc/full-record/WOS:000241247700067.
[64] Zhou, HJ. Long-range frustration in a spin-glass model of the vertex-cover problem. PHYSICAL REVIEW LETTERS[J]. 2005, 94(21): https://www.webofscience.com/wos/woscc/full-record/WOS:000229543900040.
[65] 周海军. 脱氧核糖核酸高分子的弹性力学与统计力学性质. 2000, 
发表著作
(1) 自旋玻璃与消息传递, 科学出版社, 2015-06, 第 1 作者

科研活动

   
科研项目
( 1 ) 自旋玻璃统计物理学及其交叉学科应用, 主持, 国家级, 2013-01--2016-12
( 2 ) 聚集体的经典与量子统计物理, 参与, 国家级, 2013-01--2016-12
( 3 ) 自旋玻璃统计物理及在机器学习问题的应用, 主持, 部委级, 2017-05--2022-05

指导学生

已指导学生

曾颖  博士研究生  070201-理论物理  

黄海平  博士研究生  070201-理论物理  

李康  博士研究生  070201-理论物理  

邵振  博士研究生  070201-理论物理  

周杰  博士研究生  070201-理论物理  

马惠  博士研究生  070201-理论物理  

吴璐璐  硕士研究生  070201-理论物理  

玉素甫·艾比布拉  博士研究生  070201-理论物理  

毕则栋  博士研究生  070201-理论物理  

王闯  博士研究生  070201-理论物理  

赵金华  博士研究生  070201-理论物理  

许亿志  博士研究生  070201-理论物理  

现指导学生

高辰毅  博士研究生  070201-理论物理  

潘峰  硕士研究生  070201-理论物理  

王尚楠  博士研究生  070201-理论物理  

赵涵  博士研究生  070201-理论物理