BIMK
Institute of
Bioinspired Intelligence and Mining Knowledge
Location:首页  Researchers  Teachers

张兴义(教授/博导)

2018-01-16

张兴义(教授/博导)

●电  话:15156069527

●E-mail:xyzhanghust@gmail.com

●实验室主页:http://bimk.ahu.edu.cn

●个人主页:http://scholar.google.com/citations?user=7lmPe2kAAAAJ&hl=zh-CN

主要研究方向:人工智能及应用、多目标优化算法及应用、社交网络及生物网络分析

 

Education Experience

Ø2006.9-2009.6 Huazhong University of Science and Technology, Ph.D.

Ø2004.9-2006.7 Huazhong University of Science and Technology, M.S. 

Ø1999.9-2003.7 Fuyang Normal College, B.S. 


Work Experience:

Ø2015.12-present College of Computer Science and Technology, Anhui University, Professor

Ø2013.8-2014.8 University of Surrey, Academic Vistor

Ø2011.11-2015.12 College of Computer Science and Technology, Anhui University, Associated Professor

Ø2009.9-2011.10 College of Computer Science and Technology, Anhui University, Lecturer

 

主持的基金项目与人才计划:

Ø 国家自然科学基金联合基金重点, 项目名称:基于生物计算的食管癌早期预测模型研究, 项目编号:  

    U1804202, 2019.01-2022.12(合作单位安徽大学负责人).

Ø 国家自然科学优秀青年基金, 项目名称:仿生智能系统的理论、算法及应用, 项目编号:61822301,     

    2019.01-2021.12

Ø 安徽省杰出青年基金, 项目名称:随机膜计算模型与算法研究, 项目编号:1808085J06,

    2018.07~2021.06.

Ø 国家自然科学基金面上项目, 项目名称:基于脉冲神经膜系统的故障诊断模型研究, 项目编号:61672033, 

    2017.01~2020.12

Ø 安徽省领军人才团队, 项目编号:2019-16, 2019.01-2021.12. 

Ø 东北大学流程工业综合自动化国家重点实验室, 项目名称:约束高维多目标进化算法研究, 项目编号:

    2018340022003113, 2018.01-2020.12.

Ø 2014年安徽省高校优秀人才支持计划, 2014-2017.

Ø 国家自然科学基金面上项目, 项目名称:网状结构膜计算模型的计算理论及若干应用研究, 项目编号:

    61272152, 2013.01-2016.12.

Ø 安徽省高校自然科学研究重点项目, 项目名称:网状结构膜计算模型的若干关键问题研究, 项目编号:

   KJ2012A010, 2012.01-2014.12.

Ø 国家自然科学基金青年项目, 项目名称:网状结构膜计算模型研究, 项目编号:61003038, 2011.1- 

     2011.12.

   

获奖情况:

Ø 计算智能领域顶级期刊IEEE TEVC的2018年度唯一最佳论文奖

Ø 计算智能领域权威期刊IEEE CIM的2020年度唯一最佳论文奖


学术兼职:

Ø中国电子学会生物计算与生物信息处理专委会副秘书长

ØCCF合肥分部委员

Ø安徽省人工智能学会理事

ØIEEE计算智能协会(CISData-Driven Evolutionary Optimization of Expensive Problems专委会委员

Ø首届数据驱动的复杂系统优化及应用研讨会会议主席

Ø国际会议2015 Asian Conference on Membrane Computing (ACMC 2015)会议主席及程序委员会共同

   主席

Ø国际会议13th International Conference on Bio-inspired Computing: Theories and Applications程序

   委员会共同主席

Ø国际国内重要杂志的审稿人, 其中包括:IEEE Transactions on Evolutionary Computation

   IEEETransactions on CyberneticsEvolutionary ComputationInformation SciencesApplied 

   Soft ComputingSoft Computing计算机学报、电子学报、中国科学:信息科学等。

Ø国际期刊Complex & Intelligent Systems编委、国际期刊International Journal of Bio-Inspired 

  Computation编委(SCI,中科院2区)。在Journal of Universal Computer ScienceSCI)等国际期刊

  组织了多个专刊。


主要论著:

2019年

● Yansen Su, Sen Li, Chunhou Zheng, and Xingyi Zhang*. A heuristic algorithm for identifying molecular signatures in cancer, IEEE Transactions on NanoBioscience, 2019, in press.  

● Ye Tian, Xingyi Zhang*, Chao Wang, and Yaochu Jin. An evolutionary algorithm for large-scale sparse multi-objective optimization problems, IEEE Transactions on Evolutionary Computation, 2019, in press.  

● Yansen Su, Chunlong Liu, Yunyun Niu, Fan Cheng, and Xingyi Zhang*. A community structure enhancement community detection algorithm for complex networks, IEEE Transactions on Systems, Man and Cybernetics: Systems, 2019, in press.  

● Ye Tian, Ran Cheng, Xingyi Zhang*, Miqing Li, and Yaochu Jin. Diversity assessment of multi-objective evolutionary algorithms: performance metric and benchmark problems, IEEE Computational Intelligence Magazine, 2019, in press.     

● Ye Tian, Xiutao Zheng, Xingyi Zhang*, Yaochu Jin. Efficient large-scale multi-objective optimization on a competitive swarm optimizer, IEEE Transactions on Cybernetics, 2019, in press.          

● Fan Cheng, Guanglong Fu, Xingyi Zhang*, Jianfeng Qiu. A multi-objective evolutionary algorithm for optimizing the partial area under the ROC curve, Knowledge-Based Systems, 2019, in press.

● Ye Tian, Shangshang Yang, Lei Zhang, Fucheng Duan, Xingyi Zhang*. A surrogate-assisted multi-objective evolutionary algorithm for large-scale task-oriented pattern mining, IEEE Transactions on Emerging in Computational Intelligence, 2019, 3(2):106-116.         

● Ye Tian, Ran Cheng, Xingyi Zhang*, Yansen Su and Yaochu Jin. A strengthened dominance relation convergence and diversity for evolutionary many-objective optimization, IEEE Transactions on Evolutionary Computation, 2019, 23(2): 331-345.                   

● Cheng He, Lianghao Li, Ye Tian, Xingyi Zhang, Ran Cheng, Yaochu Jin and Xin Yao. Accelerating large-multi-objective optimization via decision space reconstruction. IEEE Transactions on Evolutionary Computation, 2019, in press.                       

● Ye Tian, Shangshang Yang, Xingyi Zhang* and Yaochu Jin. Using PlatEMO to solve multi-objective optimization problems in applications: a case study on feature selection, 2018 IEEE Congress on Evolutionary Computation, 2019, pp.1-8.                        


2018年

● Xingyi Zhang, Kefei Zhou, Hebin Pan, Lei Zhang, Xiangxiang Zeng and Yaochu Jin, A network reduction based multi-objective evolutionary algorithm for community detection in large-scale complex networks, IEEE Transactions on Cybernetics, 2018, in press.

● Xingyi Zhang, Xiutao Zheng, Ran Cheng, Jianfeng Qiu and Yaochu Jin, A competitive mechanism based multi-objective particle swarm optimizer with fast convergence, Information Sciences, 2018, 427: 63-76.

● Xingyi Zhang, Ye Tian, Ran Cheng, Yaochu Jin. A decision variable clustering based
evolutionary algorithm for large-scale many-objective optimization. IEEE Transactions on Evolutionary Computation, 2018, 22(1): 97-112. 

● Ye Tian, Xingyi Zhang*, Ran Cheng*, Cheng He, and Yaochu Jin, Guiding evolutionary multi-objective optimization with generic front modeling, IEEE Transactions on Cybernetics, 2018, in press.                           

● Fan Cheng, Tingting Cui, Yansen Su, Yunyun Niu, Xingyi Zhang*.A local information based multi-objective evolutionary algorithm for community detection in complex networks, Applied Soft Computing, 2018, 69: 357-367.   

● Ye Tian, Ran Cheng, Xingyi Zhang*, Fan Cheng, Yaochu Jin, An indicator based multi-objective evolutionary algorithm with reference point adaptation for better versatility, IEEE Transactions on Evolutionary Computation, 2018, 22(4): 609-622.        

● Zhuanlian Ding, Xingyi Zhang, Dengdi Sun, Bin Luo. Low-rank subspace learning based network community detection, Knowledge-Based Systems, 2018, 155: 71-82.                   

● Linqiang Pan, Cheng He, Ye Tian, Handing Wang, Xingyi Zhang, and Yaochu Jin. A classification based surrogate-assisted evolutionary algorithm for expensive many-objective optimization, IEEE Transactions on Evolutionary Computation,2018,in press.    

● Ye Tian, Xiaoshu Xiang, Xingyi Zhang, Ran Cheng, Yaochu Jin,Sampling reference points on the Pareto fronts of multi-objective optimization problems,2018 IEEE Congress on Evolutionary Computation, 2018, pp. 1-6.      


2017年

● Xingyi Zhang, Xiutao Zheng, Ran Cheng, Jianfeng Qiu and Yaochu Jin, A competitive mechanism based multi-objective particle swarm optimizer with fast convergence, Information Sciences, 2018, 427: 63-76.

● Ye Tian, Handing Wang, Xingyi Zhang*, Yaochu Jin. Effectiveness and efficiency of non-dominated sorting for evolutionary multi- and many-objective optimization, Complex & Intelligent Systems, 2017, 3(4): 247-263.         

● Yansen Su, Bangju Wang, Fan Cheng, Lei Zhang, Xingyi Zhang*, and Linqiang Pan, An algorithm based on positive and negative links for community detection in signed networks, Scientific Reports, 2017, Article number: 10874 (SCI, JCR 2 class).        

● Xingyi Zhang, Congtao Wang, Yansen Su*,Linqiang Pan and Hai-feng Zhang, A fast overlapping community detection algorithmbased on weak-cliques for large-scale networks, IEEE Transactions on Computational Social Systems, 2017, 4(4): 218-230.The source code can be available from the download.                             

● Lei Zhang, Hebin Pan, Yansen Su, Xingyi Zhang*,and Yunyun Niu. A mixed representation based multi-objective evolutionary algorithm for overlapping community detection. IEEE Transactions on Cybernetics, 2017,47(9): 2703-2716. The Matlab code can be available from the download. (SCI, JCR 1 class) 

● Cheng He, Ye Tian, Yaochu Jin, Xingyi Zhang and Linqiang Pan*, A radial space division based evolutionary algorithm for many-objective optimization, Applied Soft Computing, 2017, 61: 603-621. (SCI, JCR 2 class)          

● Ye Tian, Ran Cheng, Xingyi Zhang*, and Yaochu Jin. PlatEMO: A MATLAB platform for evolutionary multi-objective optimization, IEEE Computational Intelligence Magazine, 2017, in press This paper won the 2017 'IEEE Transactions on Evolutionary Computation Outstanding Paper Award'                    

● Xingyi Zhang, Fuchen Duan, Lei Zhang*, Fan Cheng, Yaochu Jin and Ke Tang, Pattern recommendation in task-oriented applications: a multi-objective perspective, IEEE Computational Intelligence Magazine, 12 (3): 43-53, 2017. (SCI, JCR 2 class)                                                                      

● Linqiang Pan, Cheng He, Ye Tian, Yansen Su, Xingyi Zhang*, A region division based diversity maintaining approach for many-objective optimization, Integrated Computer-Aided Engineering, 2017, 24: 279-296. (SCI, IF 4.981, JCR 1 class)                                                                      

● Yansen Su, Bangju Wang, Xingyi Zhang*. A seed-expanding method based on random walks for community detection in networks with ambiguous community structures. Scientific Reports. 2017,7:41830.          


2016年

● Yansen Su, Xingyi Zhang, Linqiang Pan. Detecting coordinated regulations of pathways by higher logic analysis. The IEEE International Conference on Bioinformatics and Biomedicine 2016, S21202.                    

● Ye Tian, Xingyi Zhang*, Ran Cheng, Yaochu Jin. A multi-objective evolutionary algorithm based on an enhanced inverted generational distance metric, 2016 IEEE Congress on Evolutionary Computation, 2016, 5222-5229.           

● Tao Song, Faming Gong, Xiyu Liu, Yuzhen Zhao, Xingyi Zhang*. Spiking neural P systems with white hole neurons. IEEE Transactions on NanoBioscience, 2016, in press. (SCI Index, JCR 3 Class)

● Xingyi Zhang, Jun Li and Lei Zhang*, A multi-objective membrane algorithm guided by skin membrane, Natural Computing, 2016, 15(4), 597-610 (SCI)                              

● Cheng He, Linqiang Pan*, Hang Xu, Ye Tian, Xingyi Zhang.An improved reference point sampling method on Pareto optimal front, 2016 IEEE Congress on Evolutionary Computation, 2016, 5230-5237.           

Xingyi Zhang*Ye Tian, Ran Cheng, Yaochu Jin. Empirical analysis of a tree-based efficient non-dominated sorting approach for many-objective optimization, 2016 IEEE Symposium Series on Computational Intelligence,  2016.                              

● Ying Ju, Songming Zhang, Ningxiang Ding, Xiangxiang Zeng, Xingyi Zhang*. Complex Network Clustering by a Multi-objective Evolutionary Algorithm Based on Decomposition and Membrane Structure, Scientific Reports, 2016,  33870.This paper won the 2016 'International Membrane Computing Society Prize for application' (SCI, JCR 2)                    

● Xingyi Zhang, Ye Tian, Ran Cheng*, Yaochu Jin. A decision variable clustering based evolutionary algorithm for large-scale many-objective optimization. IEEE Transactions on Evolutionary Computation, 2016, in press. (SCI Indexed, IF 5.55, JCR 1 class)

● Xingyi Zhang, Ye Tian, Yaochu Jin. Approximate non-dominated sorting for evolutionary many-objective optimization. Information Sciences, 2016,369(10):14-33. (SCI, JCR 1)                    

● ZhuanlianDing, Xingyi Zhang, Dengdi Sun,Bin Luo. Overlapping community detection based on networkdecomposition. Scientific Reports, 2016, Article number: 24115. (SCI, IF 5.228,  JCR 1 class)

● 张兴义, 蒋小三, 张磊*. 基于权值向量的偏好多目标优化方法, 电子学报, 2016, 44(11), 2639-2645.(EI检索)                                                  

● 张兴义, 郑雯, 王丛涛, 丁转莲, 苏延森*. 基于单步添加团的重叠社团检测算法. 华南理工大学学报(自然科学版), 2016,9: 24-31. (EI检索)


2015年

● Xingyi Zhang, Linqiang Pan*, Andrei Pǎun. On universality of axon P systems. IEEE Transactions on Neural Networks and Learning Systems, 2015, 26(11): 2816-2829 (SCI Indexed, IF 4.37, JCR 1 Class)          

● Xingyi Zhang, Ye Tian, Yaochu Jin*. A knee point driven evolutionary algorithm for many-objective optimization. IEEE Transactions on Evolutionary Computation, 2015, 19(6):761-776.   (SCI Indexed, IF 5.55, JCR 1 Class)                                        

● Xingyi Zhang, Ye Tian, Ran Cheng, Yaochu Jin*. An efficient approach to non-dominated sorting for evolutionary multi-objective optimization. IEEE Transactions on Evolutionary Computation, 2015, 19(2): 201-213.This paper won the 2017 'IEEE Transactions on Evolutionary Computation Outstanding Paper Award'                     


2014年

● Xingyi Zhang, Yanjun Liu, Bin Luo, Linqiang Pan*. Computational power of tissue P systems for generating control languages. Information Sciences, 2014, 278(10):285-297.(SCI Indexed, IF 3.89, JCR 1 Class)                    

● Xingyi Zhang, Bangju Wang, Linqiang Pan*. Spiking neural P systems with a generalized use of rules. Neural Computation, 2014, 26(12): 2925-2943. (SCI Indexed, IF 1.69, JCR 3 Class)                    

● Xingyi Zhang, Xiangxiang Zeng, Bin Luo, Linqiang Pan*. On some classes of sequential spiking neural P systems. Neural Computation, 2014, 26(5): 974-997. (SCI Indexed, IF 1.69, JCR 3 Class)                    

● Xingyi Zhang, Bangju Wang, Zhuanlian Ding, Jin Tang*, Juanjuan He. Implementation of membrane algorithms on GPU. Journal of Applied Mathematics, 2014, Article ID 307617. (SCI Indexed, IF 0.834, JCR 3 Class)          

● Xingyi Zhang, Xiangxiang Zeng, Linqiang Pan*. Weighted spiking neural P systems with rules on synapses. Fundamenta Informaticae, 2014, 134(1): 201-218. (SCI Indexed)                    

● Xingyi Zhang, Zhuanlian Ding, Jin Tang*, Bin Luo. A joint strength based genetic algorithm for network clustering. Journal of Computational Information Systems, 2014, 10(14): 5915-5922. (EI Indexed)          

● Xiangxiang Zeng, Xingyi Zhang, Tao Song, Linqiang Pan*. Spiking neural p systems with thresholds. Neural Computation, 2014, 26(7): 1340-1361. (SCI Indexed, IF 1.69, JCR 3 Class)          


2013年

● Xingyi Zhang, Yun Jiang, Linqiang Pan*. A variant of P machine: splicing P machine. Journal of Computational and Theoretical Nanoscience, 2013, 10(6): 1376-1384. (SCI Indexed, IF 0.885)          


2012年

● Xingyi Zhang, Bin Luo, Xiangyong Fang, Linqiang Pan*. Sequential spiking neural P systems with exhaustive use of rules. Biosystems, 2012, 108: 52-62. (SCI Indexed)          

● Xingyi Zhang, Xiangxiang Zeng, Bin Luo, Zheng Zhang*. A uniform solution to the independent set problem through tissue P systems with cell separation. Frontiers of Computer Science, 2012, 6(4): 477-488. (SCI Indexed)          

● Xingyi Zhang, Bin Luo, Linqiang Pan*. Small Universal Tissue P Systems with Symport/Antiport Rules. International Journal of Computers, Communications and Control, 2012, VII(1): 173-183. (SCI Indexed)          

● Xingyi Zhang, Xiangxiang Zeng, Bin Luo, and Jinbang Xu*. Several Applications of Spiking Neural P Systems with Weights. Journal of Computational and Theoretical Nanoscience, 2012, 9(6): 769-777. (SCI Indexed)          

● Jianhua Xiao*, Xingyi Zhang, Jin Xu. A membrane evolutionary algorithm for DNA sequence design in DNA computing. Chinese Science Bulletin, 2012, 57(6): 698-706. (SCI Indexed)          

● Linqiang Pan*, Xiangxiang Zeng, Xingyi Zhang, Yun Jiang. Spiking Neural P Systems with Weighted Synapses. Neural Processing Letters, 2012, 35: 13-27. (SCI Indexed)          

● Xingyi Zhang, Shuo Wang, Yunyun Niu, Linqiang Pan*. Tissue P systems with cell separation: attacking the partition problem. Science China, Information Sciences, 2011, 54(2):293-304. (SCI Indexed)          


2011年

● Xingyi Zhang, Yunyun Niu, Linqiang Pan*. Linear time solution to prime factorization by tissue P systems with cell division. International Journal of Natural Computing Research, 2011, 2(3): 49-60.          

● Linqiang Pan*, Xiangxiang Zeng, Xingyi Zhang. Time-free spiking neural P systems. Neural Computation, 2011, 23(5): 1320-1342. (SCI Indexed, IF 1.69,  JCR 3 class)                              


2010年

● Xingyi Zhang, Yun Jiang, Linqiang Pan*. Small universal spiking neural P systems with exhaustive use of rules. Journal of Computational and Theoretical Nanoscience, 2010, 7(5): 890-899. (SCI Indexed)          

● Tseren-Onolt Ishdorj, Alberto Leporati, Linqiang Pan*, Xiangxiang Zeng, Xingyi Zhang. Deterministic solutions to QSAT and Q3SAT by spiking neural P systems with pre-computed resources. Theoretical Computer Science, 2010, 411(25): 2345-2358. (SCI Indexed)                    

● Yun Jiang, Xingyi Zhang, Zheng Zhang*. A uniform solution to subset sum by tissue P systems with cell separation. Journal of Computational and Theoretical Nanoscience, 2010, 7(8): 1507-1513.  (SCI Indexed)          

● Chun Lu*, Xingyi Zhang. Solving vertex cover problem in tissue P systems with cell separation. International Journal of Computers, Communications and Control, 2010, 5(4): 540-550. (SCI Indexed)          


2009年

● Xingyi Zhang, Xiangxiang Zeng, Linqiang Pan*. On languages generated by asynchronous spiking neural P systems. Theoretical Computer Science, 2009, 410(26): 2478-2488. (SCI Indexed)          

● Xingyi Zhang, Jun Wang, Linqiang Pan*. A note on the generative power of axon P systems. International Journal of Computers, Communications and Control,  2009,IV(1): 92-98. (SCI Indexed)          

● Xingyi Zhang, Xiangxiang Zeng, Linqiang Pan*, Bin Luo. A spiking neural P system for performing multiplication of two arbitrary natural numbers. Chinese Journal of Computers, 2009, 32(12): 2362-2372. (EI Indexed)          

● Xiangxiang Zeng, Xingyi Zhang, Linqiang Pan*. Homogeneous spiking neural P systems. Fundamenta Informaticae, 2009, 97(1-2): 275-294. (SCI Indexed)          


2008年

● Xingyi Zhang, Xiangxiang Zeng, Linqiang Pan*. Smaller universal spiking neural P systems. Fundamenta Informaticae, 2008, 87(1): 117-136. (SCI Indexed)          

● Xingyi Zhang, Xiangxiang Zeng, Linqiang Pan*. On string languages generated by spiking neural P systems with exhaustive use of rules. Natural Computing, 2008, 7(4): 535-549.          

● Linqiang Pan*, Xingyi Zhang, Xiangxiang Zeng, Jun Wang. Research advances and prospect of spiking neural P systems. Chinese Journal of Computers, 2008, 31 (12): 2090-2096. (EI Indexed)