Juan Zou, (邹娟)

Professor,
School of Computer Science, Xiangtan University.
Yuhu District, Xiangtan City, Hunan Province, China
E-mail: zoujuan@xtu.edu.cn

📣 Announcement: 2025 IEEE CEC Dynamic Multiobjective Optimisation Competition

We are delighted to host the Dynamic Multiobjective Optimisation Competition (DMOC) at the IEEE Congress on Evolutionary Computation (CEC) 2025. All researchers, practitioners, and enthusiasts are cordially invited to join and contribute to advancing real-time optimization in dynamic environments.

🌐 Participation is Open to All!

Whether you are a seasoned academic, an industry expert, or a rising innovator, your expertise is welcome in this global challenge. About more: (CEC'25 Competition:Dynamic Multiobjective Optimisation)

About me

Juan Zou, Ph.D., Professor, Doctoral supervisor, and Deputy dean of the School of Computer Science. She serves as the director of the Hunan Engineering Research Centre for Intelligent System Optimization and Security and is a Fellow of the RSA (Royal Society of Arts and Crafts). Recognized as one of the top 2% of the world's top scientists in Stanford University's 2024 list.

Position and Work

Executive Director of the Artificial Intelligence Society of Hunan Province; Vice President of the Hunan Provincial Specialized Committee of Computer Education; Vice President of the Hunan Provincial Association of Artificial Intelligence; Head of the National First-Class Speciality in Software Engineering; Moderator of the National First-Class Course "Algorithmic Design and Analysis"; The Ministry of Education’s Degree and Postgraduate Education Evaluation; Hunan Science and Technology Projects; Xiangtan Science and Technology Programmes; She is an academic leader under the Shaofeng Scholars Program, a scientific and technological specialist for Hunan Province’s "Three Regions" initiative and Xiangtan City, and a member of IEEE and the Computer Society. Her research focuses on artificial intelligence, intelligent optimization algorithms, and evolutionary computation.

Associate Editor

IEEE Transactions on Evolutionary Computation (SCI JCR Q1/CAS Area I, TOP, IF: 11.7)
Engineering Applications of Artificial Intelligence (SCI JCR Q1/CAS Area II, TOP, IF: 8)

Research Interest

Artificial Intelligence
Intelligent Optimisation
Deep Neural Network Architecture Search (ENAS)
Multi-objective optimisation (constrained, dynamic, multimodal, large-scale, high-dimensional, etc.)
Reinforcement Learning

Publications

Published Paper

1.2025

[1] Juan Zou，Z. Hou, S. Jiang, S. Xiang et al., "Knowledge Transfer With Mixture Model in Dynamic Multi-Objective Optimization," in IEEE Transactions on Evolutionary Computation, (SCI JCR Q1/中科院 1 区, ccf class b journal, top, IF:11.7, doi: 10.1109/TEVC.2025.3566481) (code)

[2] Q. Gong, Y. Xia, Juan Zou, Z. Hou and Y. Liu, "Enhancing Dynamic Constrained Multi-Objective Optimization With Multi-Centers Based Prediction," in IEEE Transactions on Evolutionary Computation, (SCI JCR Q1/中科院 1 区, ccf class b journal, top, IF:11.7, doi: 10.1109/TEVC.2025.3551399) (code)

2.2024

[3] Juan Zou, Li Tang, Yuan Liu, Shengxiang Yang, Shiting Wang, A two-stage direction-guided evolutionary algorithm for large-scale multiobjective optimization, Information Science, Volume 674, July 2024, 120719. (SCI JCR Q1/中科院 2 区, CCF Class B Journal, TOP, IF:8.1, DOI: https://doi.org/10.1016/j.ins.2024. 120719)

[4] Yaru Hu, Juan Zou*, Jinhua Zheng, Shouyong Jiang, Shengxiang Yang, A new framework of change response for dynamic multi-objective optimization,, Proc. Expert Systems with Applications, Volume 248, Issue C, July 2024, 1587. (SCI JCR Q1/中科院 2 区, TOP, IF:7.4996, DOI: https://doi.org/10.1016/j. eswa.2024.123344)

[5] Zhanglu Hou, Juan Zou*, Gan Ruan, Yuan Liu, Yizhang Xia, Combining kernelized autoencoding and centroid prediction for dynamic multi -objective optimization, CAAI Transactions on Intelligence Technology, June 2024. (SCI JCR Q1/中科院 1 区, IF:7.985, DOI: https://doi.org /10.1049/cit2.12335)

[6] Juan Zou, X Yang, Q Deng, Y Liu, Y Xia, Z Wu, A grid self-adaptive exploration-based algorithm for multimodal multiobjective optimization, Applied Soft Computing, Volume 166, November 2024, 112153.(SCI JCR Q1/中科院 2 区, TOP, IF:7.2, DOI:https://doi.org/10.1016/j.asoc.2024.112153)

[7] Juan Zou, T Xie, Q Deng, X Yu, S Yang, J Zheng, Differential Evolution based on Local Grid Search for Multimodal Multiobjective Optimization with Local Pareto Fronts, Genetic and Evolutionary Computation Conference Companion (GECCO '17), Berlin Germany, JULY 2024, 379-382 (CCF Class B Conference)

3. 2023

[8] Juan Zou, Ruiqing Sun, Yuan Liu, Yaru Hu, Shengxiang Yang, Jinhua Zheng, A Multi-population evolutionary algorithms Using New Cooperative Mechanism for solving multi-constraint multi-objective problems, IEEE Transactions on Evolutionary Computation, Vol. 28, No. 1, March 2023, pp. 267 - 280 . (SCI JCR Q1/中科院 1 区, ccf class b journal, top, IF:11.7, doi: 10.1109/tevc.2023 .3260306) (code)

[9] Juan Zou, Jian Luo, Yuan Liu, Shengxiang Yang, Jinhua Zheng, Flexible two-stage constrained multi-objective evolutionary algorithms based on auto-regulation, Information Science, Vol. 634, July 2023, 227-243 (SCI JCR Q1/中科院 2 区, CCF Class B Journal, TOP, IF:8.1, DOI: https://doi.org/10.1016 /j.ins.2023 .03.023)

[10] Juan Zou, Qi Deng, Yuan Liu, Xinjie Yang, Shengxiang Yang; Jinhua Zheng, Pareto domination for multimodal multi-objective optimization based on dynamic binning, IEEE Interactions in Evolutionary Computing, September 2023, 1-1. ( SCI JCR Q1/中科院 1 区, ccf Class B Journal, TOP, IF:11.7, doi: 10.1109/tevc.2023 . 3316723)

[11] Wei-Xiong Huang, Juan Zou*, Huan-Rong Tang, Jin-Hua Zheng, and Fan Yu, Constrained multi-objective co-evolutionary optimization for diversity improvement with enhanced assisted population search, Swarming and Evolutionary Computation, vol. 83, Dec. 2023, 101404. (sci JCR Q1/中科院 2 区, top, IF:8.1996, doi: https://doi.org/ 10.1016/j.swevo.2023.101404)

[12]Jintong Yang, Juan Zou*, Shengxiang Yang a c, Yaru Hu a b, Jinhua Zheng a b, Yuan Liu a b A partial swarm algorithm based on the dual search strategy for dynamic multi-objective optimization, Swarm and Evolutionary Computation, Volume 83 , December 2023, 101385. (SCI JCR Q1/中科院 2 区, TOP, IF: 8.1996, DOI: https://doi.org/10.1016/j.swevo.2023.101385)

[13] Weixiong Huang, Juan Zou*, Yuan Liu, Shengxiang Yang, Jinhua Zheng, Global and local feasible solution search for solving constrained multi-objective optimization, Information Science, Volume 649, November 2023, 119467.(SCI JCR Q1/中科院 2 区, CCF Class B Journal, TOP, IF: 8.1, DOI: https://doi.org/10.1016/j.ins.2023.119467) (code)

[14] Jialiang Zhang, Juan Zou*, Shengxiang Yang, Jinhua Zheng, An evolutionary algorithm based on independently evolving sub-problems for multimodal multi-objective optimization, Information Science, Volume 619, January 2023, Pages 908-929 (SCI JCR Q1/中科院 2 区, CCF Class B journal, TOP, IF: 8.1, DOI: https://doi.org/10.1016/j.ins.2022.10.096) (code)

[15] Ruiqing Sun, Juan Zou*, Yuan Liu, Shengxiang Yang, Jinhua Zheng, A multistage algorithm for solving multiobjective optimization problems with multiconstraints, IEEE Transactions on Evolutionary Computation, Volume: 27, Issue: 5, October 2023, 1207- 1219. (SCI JCR Q1/中科院 1 区, CCF Class B Journal, TOP, IF:11.7, DOI: 10.1109/TEVC.2022.3224600) (code)

[16] Xu Yang; Juan Zou*; Shengxiang Yang; Jinhua Zheng; Yuan Liu, A fuzzy decision variables framework for large-scale multiobjective optimization, IEEE Transactions on Evolutionary Computation, Volume: 27, Issue: 3, June 2023, Page (s): 445 – 459. (SCI JCR Q1/中科院 1 区, CCF Class B Journal, TOP, IF: 11.7, DOI: 10.1109/TEVC.2021.3118593)(code)

4. 2022

[17] Shouyong Jiang, Juan Zou*, Shengxiang Yang, Xin Yao. Evolutionary dynamic multi-objective optimization: A survey, ACM Computing Surveys, Volume 55, Issue 4, November 2022, 1–47, (SCI JCR Q1/中科院 1 区, CCF Class A Journal, TOP, IF:21.766, DOI: https://doi.org/10.1145/3524495)

[18] Zhenghui Zhang, Juan Zou*, Shengxiang Yang, Jinhua Zheng, Dunwei Gong, Tingrui Pei, A reconstruction method for cross-cut shredded documents based on the extreme learning machine algorithm, Soft Computing, Volume 26, Issue 22, November 2022, Pages 12851 – 12862.(SCI JCR Q2/中科院 3 区, IF: 4.0998, DOI: https://doi.org/10.1007/s00500-022-07311-5)

[19] Sheng Qi, Juan Zou*, Shengxiang Yang, Yaochu Jin, Jinhua Zheng, Xu Yang, A self-exploratory competitive swarm optimization algorithm for large-scale multiobjective optimization, Information Science, Volume 609, September 2022, Pages 1601- 1620. (SCI JCR Q1/中科院 2 区, CCF Class B journal, TOP, IF: 8.1, DOI: https://doi.org/10.1016/j.ins.2022.07.110)(code)

[20] Qiuyue Liu, Juan Zou*, Shengxiang Yang, Jinhua Zheng, A multiobjective evolutionary algorithm based on decision variable classification for many-objective optimization, Swarm and Evolutionary Computation, Volume 73, August 2022, 101108. (SCI JCR Q1/中科院 2 区, TOP, IF: 9.995, DOI: https://doi.org/10.1016/j.swevo.2022.101108)

[21] Sheng Qi, Juan Zou*, Shengxiang Yang, Jinhua Zheng, A level-based multi-strategy learning swarm optimizer for large-scale multi-objective optimization, Swarm and Evolutionary Computation, Volume 73, August 2022, 101100. (SCI JCR Q1/中科院 2 区, TOP, IF: 9.995, DOI: https://doi.org/10.1016/j.swevo.2022.101100)

[22] Ying Chen, Juan Zou*, Yuan Liu, Shengxiang Yang, Jinhua Zheng, Weixiong Huang, Combining a hybrid prediction strategy and a mutation strategy for dynamic multiobjective optimization, Swarm and Evolutionary Computation, Volume 70, April 2022, 101041. (SCI JCR Q1/中科院 2 区, TOP, IF: 9.995, DOI: https://doi.org/10.1016/j.swevo.2022.101041) (code)

5. 2021

[23] Juan Zou, Jing Liu, Jinhua Zheng, Shengxiang Yang, A many-objective algorithm based on staged coordination selection, Swarm and Evolutionary Computation, Volume 60, February 2021, 100737. (SCI JCR/Chinese Academy of Sciences AREA 1, TOP, IF :10.2664, DOI: https://doi.org/10.1016/j.swevo.2020.100737) (code)

[24] Juan Zou, Jing Liu, Shengxiang Yang, Jinhua Zheng, A Many-objective Evolutionary Algorithm based on Rotation and Decomposition , Swarm and Evolutionary Computation , Volume 60, February 2021, 100775. (SCI JCR/Chinese Academy of Sciences AREA 1, TOP, IF: 10.2664, DOI: https://doi.org/10.1016/j.swevo.2020.100775) (code)

[25]Juan Zou, Yongwu He, Jinhua Zheng, Dunwei Gong, Qite Yang, Liuwei Fu, Tingrui Pei, Hierarchical preference algorithm based on decomposition multiobjective optimization, Swarm and Evolutionary Computation, Volume 60, February 2021, 100771. (SCI JCR/Chinese Academy of Sciences AREA, TOP, IF: 10.2664, DOI: https://doi.org/10.1016/j.swevo.2020.100771)

[26] Juan Zou, Ruiqing Sun, Shengxiang Yang, Jinhua Zheng, A dual-population algorithm based on alternative evolution and degeneration for solving constrained multi-objective optimization problems, Information Science, Volume 579, November 2021, Pages 89-102. (SCI JCR/Chinese Academy of Sciences AREA 1, CCF Class B journal, TOP, IF: 8.2326, DOI: https://doi.org/10.1016/j.ins.2021.07.078) (code)

[27] Juan Zou, Z Zhang, J Zheng, S Yang, A many-objective evolutionary algorithm based on dominance and decomposition with reference point adaptation, Knowledge-Based Systems, Volume 231, November 2021, 107392. (SCI JCR/Chinese Academy of Sciences Area 1, TOP, IF:8.1388, DOI: https://doi.org/10.1016/j.knosys.2021.107392)

[28] Zhipan Li, Juan Zou*, Shengxiang Yang, Jinhua Zheng, A two-archive algorithm with decomposition and fitness allocation for multi-modal multi-objective optimization, Information Science, Volume 574, October 2021, Pages 413-430. (SCI JCR/Chinese Academy of Sciences AREA 1, CCF Class B journal, TOP, IF: 8.2326, DOI: https://doi.org/10.1016/j.ins.2021.05.075)

[29] Jinlong Zhou, Juan Zou*, Shengxiang Yang, Jinhua Zheng, Dunwei Gong, Tingrui Pei, Niche-based and angle-based selection strategies for many-objective evolutionary optimization, Information Science, Volume 571, September 2021, Pages 133 -153. (SCI JCR/Chinese Academy of Sciences AREA 1, CCF Class B journal, TOP, IF: 8.2326, DOI: https://doi.org/10.1016/j.ins.2021.04.050)(code)

[30] Jinlong Zhou, Juan Zou*, Jinhua Zheng, Shengxiang Yang, Dunwei Gong, Tingrui Pei, An infeasible solutions diversity maintenance epsilon constraint handling method for evolutionary constrained multiobjective optimization , Soft Computing, Volume 25, Issue 13, July 2021, Pages 8051 – 8062. (SCI JCR Q2/Central Academy of Sciences Area 3, IF: 3.7318, DOI: https://doi.org/10.1007/s00500-021-05880-5)

[31] Huipeng Xie, Juan Zou*, Shengxiang Yang, Jinhua Zheng, Junwei Ou, Yaru Hu, A decision variable classification-based cooperative cooperation algorithm for dynamic multiobjective optimization, Information Science, Volume 560, June 2021, 307-330. (SCI JCR/Chinese Academy of Sciences AREA 1, CCF Class B journal, TOP, IF: 8.2326, DOI: https://doi.org/10.1016/j.ins.2021.01.021)

6. 2020

[32] Juan Zou, Qi Deng, Jinhua Zheng, Shengxiang Yang, A Close Neighbor Mobility Method Using Particle Swarm Optimizer for Solving Multimodal Optimization Problems, Information Science, Volume 519, May 2020, 332-347. (SCI JCR/Chinese Academy of Sciences AREA 1, CCF Class B Journal, TOP, IF: 6.7953, DOI: https://doi.org/10.1016/j.ins.2020.01.049)

[33] Juan Zou, Qite Yang, Shengxiang Yang, Jinhua Zheng, Ra-dominance: a new dominance relationship for preference-based evolutionary multiobjective optimization, Applied Soft Computing, Volume 90, May 2020, 106192. (SCI JCR/Chinese Academy of Sciences AREA 1, TOP, IF: 6.7245, DOI: https://doi.org/10.1016/j.asoc.2020.106192)

7. 2019

[34]Juan Zou, Liuwei Fu, Shengxiang Yang, Jinhua Zheng, Gan Ruan, Tingrui Pei, Lei Wang, An adaptation reference-point-based multiobjective evolutionary algorithm, Information Science, Volume 488, July 2019, 41-57. (SCI JCR/Chinese Academy of Sciences AREA 1, CCF Class B journal, TOP, IF: 5.91, DOI: https://doi.org/10.1016/j.ins.2019.03.020)

[35] Juan Zou, Chunhui Ji, Shengxiang Yang, Yuping Zhang, Jinhua Zheng, Ke Li, A knee-point-based evolutionary algorithm using weighted subpopulation for many-objective optimization, Swarm and Evolutionary Computation, Volume 47, June 2019, 33 -43. (SCI JCR/Chinese Academy of Sciences AREA 1, TOP, IF: 6.9122, DOI: https://doi.org/10.1016/j.swevo.2019.02.001)

[36] Juan Zou, Qingya Li, Shengxiang Yang, Jinhua Zheng, Zhou Peng, Tingrui Pei, A dynamic multiobjective evolutionary algorithm based on a dynamic evolutionary environment model, Swarm and Evolutionary Computation, Volume 44, February 2019, Pages 247-259. (SCI JCR/Chinese Academy of Sciences AREA 1, TOP, IF: 6.9122, DOI: https://doi.org/10.1016/j.swevo.2018.03.010)

[37] Qingya Li, Juan Zou*, Shengxiang Yang, Jinhua Zheng, Gan Ruan, A predictive strategy based on special points for evolutionary dynamic multi-objective optimization, Soft Computing, Volume 23, Issue 11, June 2019, 3723 – 3739 . (SCI JCR Q2/Chinese Academy of Sciences AREA 3, IF: 3.0499, DOI: https://doi.org/10.1007/s00500-018-3033-0)

8. Papers before 2019

[38] Juan Zou ; L.Wei ; J. Zheng ; S. Yang, A Many-objective Evolutionary Algorithm Based on Rotated Grid, Applied Soft Computing, 2018.02 (SCI Zone 1, IF:4.87, TOP )

[39] Juan Zou, Y. Zhang, S. Yang. Adaptive Neighborhood Selection for Many-objective Optimization Problems. Applied Soft Computing, 2018: 879-895. (SCI Zone 1, IF: 4.87, TOP )

[40] Juan Zou, Q. Li, S. Yang *, H. Bai, and J. Zheng. A prediction strategy based on center points and knee points for evolutionary dynamic multi-objective optimization. Applied Soft Computing, 61: 806 -818, December 2017. (SCI Zone 1 IF: 3.541, TOP)

[41] L. Fu, Juan Zou*, S. Yang, G. Ruan, Z. Ma and J. Zheng. A proportion-based selection scheme for multi-objective optimization. Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence , pp. 110-118, 2017. (IEEE Conference)

[42] Juan Zou, Jinhua Zheng, Cheng Deng, Ruimin Shen, An evaluation of non-redundant objective sets based on the spatial similarity ratio, Soft Computing, 2014.8; (SCI Zone 2, IF: 2.43)

[43] Juan Zou, J Zheng, R Shen, C Deng, A Novel Metric Based on Changes in Pareto Domination Ratio for Objective Reduction of Many-objective Optimization Problems, Journal of Experimental & Theoretical Artificial;2016.12; (SCI Zone 3, IF :1.97)

[44] Juan Zou, Zheng Jinhua, Deng Cheng, Many-Objective Evolutionary Algorithms for the Characteristics of Text in the Email Text Categorization, International Journal of Applied Mathematics and Statistics, 2013.07, 44(14):357-364; (EI Journal paper)

[45] Juan Zou , Zheng Jinhua, A study on feature extraction of parallel immunogenetic clustering algorithm based on clustering center optimization, 6th International Conference on Natural Computation; (EI search number: 20104613375506)

[46] Juan Zou, Zheng Jinhua, Research on Feature Extraction based on Genetic Algorithm in Text Categorization, International Conference on Computational Intelligence and Security, 2010:91-94; (EI Search No.: 20110813681506)

Authorized invention patent (first inventor, part)

1. Patent conversion

[1] "Image recognition method and system based on alternate evolutionary neural structure search of multiple groups", patent transfer implementation license, user: Hunan Longgang Intelligent Technology Co., Ltd., transfer amount of 500,000, 2024

[2] "Image recognition method and system based on alternate evolutionary neural structure search of multiple groups", patent 3-year use rights transfer implementation license, user: Hunan Jiuzhang Zhiyun Technology Co., Ltd., transfer amount of 500,000, 2024

[3] "A Method for Distribution of Body White Welding Spots", Patent Transfer and Transfer Implementation License, User: Milun Industrial Product Design (Shanghai) Co., Ltd., Transfer amount of 50,000, 2023

[4] "A Method for Distribution of Body White Welding Spots", Patent Transfer and Transfer Implementation License, User: Changan Automobile, Transfer amount of 1 million, 2022

2. PCT International Licensed Patents

[1] Juan Zou, Qite Yang, Tingrui Pei, Jinhua Zheng, Haibo Li, Shengqi Chen, Xiao Yang, Shengxiang Yang, Method and system for train periodic message scheduling based on multi-objective evolutionary algorithm, United States Patent, authorized international inventions Patent (US, license number: US 11,875,271 B2), 2024.01.16

[2]Juan Zou, Xu Yang, Tingrui Pei, Jinhua Zheng, Zhongbing Liu, Optimization method for capacity of heat pump and power of various sets of energy source equipment in energy hub, United States Patent, authorized international invention patent (U.S., authorized No.: US 11,862,973 B2), 2024.01.02(code)

[3] Juan Zou, Chan Fan, Xinghong Wu, Bin Deng, Qiuzhen Wang, Jinhua Zheng, METHOD AND SYSTEM FOR DETERMINING MOTION PATH OF MECHANICAL ARM, United States Patent, authorized international invention patent (U.S., licensed number: US 11,318,613 B2) , 2022.05.03

[4]Juan Zou, Zhenghui Zhang, Bing Wu, Lingtao Zeng, Qiuzhen Wang, Jinhua Zheng, Method and system for splicing and restoring shredded paper based on extreme learning machine, United States Patent, authorized international invention patent (U.S., authorization number: US 11,132,572 B2), 2021.09.28

[5] Juan Zou, Liuwei Fu, Changmin Hou, Mengyuan Yang, Qiuzhen Wang, Jinhua Zheng, Shengxiang Yang, Dyeing color matching method and system based on preference genetic algorithm, United States Patent Authorized international invention patent (U.S., license number: US 11,100,676 B2), 2021.08.24

[6]Juan Zou, Linshan Gao, Wei Gao, Yongwu He, Shengxiang Yang, Jinhua Zheng, Network Server Deployment Method and System, REPUBLIC OF SOUTH AFRICA, authorized international invention patent (South Africa, authorization number: ZAP2018/05892-GWP201807328), 2019.06.26

Scientific research projects

Host

[1] Research on key issues of dynamic constraint multi-objective evolution optimization, National Natural Science Foundation of China project, 540,000, 2023-2026;

[2] Research on key issues of dynamic preference multi-target evolution optimization, National Natural Science Foundation of China project, 650,000, 2019-2022;

[3] Research on key technologies in multi-objective evolutionary optimization for dynamic environments, National Natural Science Foundation, 270,000, 2015-2018;

[4] Research and development of multidisciplinary collaborative integration optimization strategy, horizontal, Chongqing Huiqi'an Technology Co., Ltd., 350,000, 2022-2023

[5] Optimized design software framework development and module packaging integration, confidentiality project, 350,000, 2022-2023

[6] Research on solving the problem of eigenvalue extraction of network text information using high-dimensional multi-objective evolution algorithm, Provincial Science and Technology Plan Project, 40,000, 2014-2015

[7] Based on preferred multi-objective evolution optimization method, key projects of the Provincial Department of Education, 80,000, 2018-2020

[8] Algorithm Design and Analysis, Ministry of Education Co-education Project, Microsoft Corporation, 30,000, 2017-2018

[9] Algorithm game design, Ministry of Education Co-education Project, Microsoft Corporation, 30,000, 2017-2018

[10] Text-based eigenvalue extraction, General Project of the Department of Education, 10,000, 2007-2009

[11] Eigenvalue extraction based on Chinese text, Xiangda, 05,000, 2006-2007

[12] Hunan Provincial General College Information Teaching Application Project, Hunan Provincial Department of Education, 40,000, 2014-2015

[13] Algorithm game design, Google funded the Ministry of Education's innovation and entrepreneurship project, 10,000, 2017-2018

[14] Hunan Provincial College Information Teaching Application Demonstration Project, Hunan Provincial Department of Education, 5,000, 2015-2016

[15] Hunan Provincial Education Reform Project, Hunan Provincial Department of Education, 10,000, 2015-2016

[16] Sail Network Innovation Project, Horizontal, 45,000, 2016-2017

[17] Hunan Province Key Laboratory Supports Key Projects, 20,000, 2018-2019

Participate

[1] Research on dynamic multi-objective evolutionary methods for emergency resource scheduling, ranking 2, National Natural Science Foundation of China, 540,000, 2022-2025

[2] Research on key issues of preferred multi-objective evolution algorithm, ranking 2nd, National Natural Science Foundation of China, 670,000, 2018-2021

[3] Research on key issues of high-dimensional multi-objective evolution algorithm, ranking 2, National Natural Science Foundation of China, 770,000, 2014-2017

[4] Research on performance evaluation of evolutionary multi-objective optimization algorithm, ranking 4th, National Natural Science Foundation, 330,000, 2011-2013

[5] Research on massive data clustering based on cloud computing platform Hadoop, ranking 4th, National Natural Science Foundation of China, 230,000, 2012-2014

[6] Research on evolutionary optimization method based on high-dimensional target space, ranking 2, key project of Hunan Provincial Department of Education, 80,000, 2012-2014

[7] Based on the study of convergence of high-dimensional target space, ranking 2, Hunan Provincial Natural Science Foundation Project, 40,000, 2013-2015

[8] Xiangtan University Academic Affairs Management System, backbone members, 220,000

Lectures and courses

1. Algorithm design and analysis, national first-class course

2. Compilation technology

3. Computational Thinking - Mysterious Algorithms, Hunan Province Online Excellent Course

Work experience

2005 - Present, School of Computer Science, Xiangtan University

Jan.-Mar. 2016, Jul-Sep. 2016, Jan. 2017, Jan. 2017, Visiting Scholar at Arkansas State University

Jul-Sep. 2018, De Montfort University, UK

Part-time job in society

1. Intelligent System Optimization and Safety Director of Hunan Engineering Research Center

2. Executive Director of Hunan Artificial Intelligence Society

3. Vice Chairman of Hunan Computer Education Committee

4. Director of China Computer Education Research Association

5. Deputy Director of the Youth Work Committee of Hunan Artificial Intelligence Society

Honors and awards

1. The second prize in Hunan Province Natural Science, ranked 1st, 2024;

2. The first prize of Hunan Computer Society Science and Technology, ranking 2nd, 2024;

3. The first prize of teaching achievement in Hunan Province, ranking 1st, 2022;

4. The first prize of teaching achievement in Hunan Province, ranking 3rd, 2020;

5. The second prize of the first National Teaching Innovation Competition, ranking 1st, 2021;

6. The first prize of the first teaching innovation competition in Hunan Province, ranking 1st, 2021.