Xinye (Sean) Cai 蔡昕烨 Professor

Won the IEEE Congress on Evolutionary Computation (CEC'2017) Competition on Evolutionary Many-Objective Optimization (CEC2017国际大会超多目标优化竞赛第一名)

Young Talent Lifting Project of Jiangsu Province 获得第一届江苏省青年科技人才托举工程资助

2020 Distinguished Young Investigator Award by IEEE SMC WG8.9 and WG8.12 (2020年被IEEE 系统、人与控制学会（SMC）企业信息系统专委会授予了杰出青年科学家奖)

Xinye Cai received his BENG in the Department of Electronic and Information Engineering, Huazhong University of Science and Technology, in 2004, Master by Research in Department of Electronics, University of York, in 2006 and PhD in Department of Electrical and Computer Engineering, Kansas State University in 2009.

1. X. Cai*，Q. Sun, Z. Li, Y. X, Y. Mei, Q. Zhang and X. Li., Cooperative Coevolution with Knowledge-based Dynamic Variable Decomposition for Bilevel Multiobjective Optimization. IEEE Transactions on Evolutionary Computation, 2022, DOI 10.1109/TEVC.2022.3154057 （IF 11.169，中科院1区） CODE
2. X. Cai, Y. Xiao, M. Li, et al., A Kernel-Based Indicator for Multi/Many-Objective Optimization. IEEE Transactions on Evolutionary Computation, 2021, DOI 10.1109/TEVC.2021.3105565 （IF 11.169，1 区论文） CODE
3. X. Cai, Y. Xiao, M. Li, et al., A Grid-Based Inverted Generational Distance for Multi/Many-Objective Optimization. IEEE Transactions on Evolutionary Computation, 2020, DOI 10.1109/TEVC.2020.2 （IF 11.169，1 区论文） CODE
4. X. Cai, Z. Mei, Z. Fan, Q. Zhang, A Constrained Decomposition Approach with Grids for Evolutionary Multiobjective Optimization, IEEE Transaction on Evolutionary Computation, 2017, DOI: 10.1109/TEVC.2017.2744674 （IF 10.629，1 区论文） CODE
5. X. Cai, Z. Mei, Z. Fan, A Decomposition-based Many-Objective Evolutionary Algorithm with Two Types of Adjustments for Direction Vectors. IEEE Transaction on Cybernetics, 2017. DOI: 10.1109/TCYB.2017.2737554 （IF 7.383，1 区论文）CODE
6. X. Cai, Z. Yang, Z. Fan, Q. Zhang. A Decomposition-based Sorting and Angel-based Selection for Multi- and Many-objective Evolutionary Optimization. IEEE Transaction on Cybernetics, vol. 47, no. 9, pp. 2824-2837, 2017.（IF 7.383 1 区论文）CODE
7. X. Cai, Y. Li, Z. Fan, Q. Zhang. An External Archive Guided Multiobjective Evolutionary Algorithm based on Decomposition for Combinatorial Optimization. IEEE Transaction on Evolutionary Computation,2015, 19(4):508–523. （IF 5.9 1 区论文）CODE
8. X. Cai, H. Sun, Q. Zhang, Z. Fan. Grid Weighted Sum Pareto Local Search for Combinatorial Multi and Many-Objective Optimization. IEEE Transaction on Cybernetics, vol. 49, no. 9, pp. 3586-3598, 2019. (IF 10.387，1 区论文)
9. X. Cai, C. Xia, et al., The Collaborative Local Search based on Dynamic Constrained Decomposition with Grids for Combinatorial Multiobjective Optimization, IEEE Transaction on Cybernetics, press online, DOI: 10.1109/TCYB.2019.2931434, 2019. (（IF 10.387，1 区论文) CODE
10. X. Cai, W. Sun, M. Misir, K. C. Tan, X. Li, T. Xu and Z. Fan, A Bi-objective Constrained Robust Gate Assignment Problem: Formulation, Instances and Algorithm, IEEE Transaction on Cybernetics, DOI: 10.1109/TCYB.2019.2956974, in press, 2020. (IF 10.387，1 区论文) CODE
11. X. Cai, H. Sun, Z. Fan, A Diversity Indicator Based on Reference Vectors for Many-objective Optimization, Information Science. vol. 430, pp. 467-486, 2018（IF 5.524, 1 区论文）
12. X. Cai, M. Hu, et al., A Decomposition-based Coevolutionary Multiobjective Local Search for Combinatorial Multiobjective Optimization, Swarm and Evolutionary Computation, vol. 49, pp. 178-193, 2019. (IF 6.330, 1 区论文)
13. Z. Fan, J. Lu, C. Wei, H. Huang, X. Cai, X. Chen. A Hierarchical Image Matting Model for Blood Vessel Segmentation in Fundus Image, IEEE Transaction on Image Processing, vol. 28, no. 5, pp.2367-2377, 2019. (IF 6.790, 1 区论文)
14. Z. Fan, Y. You, X. Cai, H. Zheng, et al., “Analysis and Multi-objective Optimization of a Kind of Teaching Manipulator”, Swarm and Evolutionary Computation, DOI: 10.1016/j.swevo.2019.06.011, press online, 2019. (IF 6.330, 1 区论文)
15. Z. Fan, W. Li, X. Cai, H. Li, C. Wei, Q. Zhang, K. Deb and E. Goodman, Difficulty Adjustable and Scalable Constrained Multiobjective Test Problem Toolkit, Evolutionary Computation, DOI: 10.1162/evco_a_00259, 2019. (IF 3.469, 2 区论文)
16. Q. Zhou, J. Wang, G. Zhang, K. Guo, X. Cai, L. Wang, Y. Huang,"A Two-Phase Multiobjective Local Search for the Device Allocation in the Distributed Integrated Modular Avionics," IEEE Access, press online, DOI (identifier) 10.1109/ACCESS.2019.2928059, 2019. (IF 4.098, 2 区论文)
17. Cai X, Sun H, Fan Z. A diversity indicator based on reference vectors for many-objective optimization[J]. Information Sciences, 2018, s 430–431:467-486.ALGORITHM CODE INDICATOR CODE
18. Z. Fan, Y. Rong, X. Cai, J. Lu, W. Li, H. Lin and X. Chen, Optic Disk Detection in Fundus Image Based On Structured Learning, IEEE Journal of Biomedical & Health Informatics, 2017，In Press, DOI: /10.1109/JBHI.2017.2723678, (IF 3.451, 2区论文)
19. X. Cai, X. Chen, Z. Fan, L. Wang. An Adaptive Memetic Framework for Multi-objective Combinatorial Optimization Problems: Studies on Software Next Release and Travelling Salesman Problems[J]. Soft Computing, vol. 21, no. 9, pp. 2215-2236, 2017. （IF 2.472）
20. Z. Hu, X. Cai, Z. Fan. An Improved Memetic Algorithm Using a Ring Neighborhood Topology for Constrained Optimization[J]. Soft Computing, 2014,18(10): 2023-2041. （IF 2.472） CODE
21. X. Cai, Z. Hu, Z. Fan. A Novel Memetic Algorithm based on Invasive Weed Optimization and Differential Evolution for Constrained Optimization[J]. Soft Computing, 2013,17(10):1893-1910. （IF 2.472） CODE
22. X. Cai, N. Zhang and Y. Huang. A Two-Phase External Archive Guided Multiobjective Evolutionary Algorithm for the Software Next Release Problem[J]. Journal of Computational and Theoretical Nanoscience, Vol. 13, No. 6, pp. 3681-3690(10) 2016. （IF 1.6）
23. X. Cai, Z. Yang, Z. Fan and L. Wang. A Sorting Based Selection for Evolutionary Multiobjective Optimization[J]. Journal of Computational and Theoretical Nanoscience, Vol. 13, No. 6, pp. 3780-3789 (10), 2016. （IF 1.6）
24. W. Li, Z. Huang, X. Jia, X. Cai. Neighborhood based decision-theoretic rough set models[J]. International Journal of Approximation Reasoning, 2016, 69: 1-17. (IF 2.845 2区论文 )
25. X. Cai, O. Wei, Z. Huang. Evolutionary Approaches for Multi-Objective Next Release Problem[J]. Computing and Informatics, 2012, 31(4): 847-861.
26. X. Cai, S. Das, S. M. Welch. A novel strategy for plant breeding based on simulations of gene network models[J]. International Journal of Bioinformatics Research and Applications, 2013, 9(5): 517-533.

I have been the Principle Investigator for two Research Fund for National Science Foundation of China, one Research Fund for Science Foundation of Jiangsu Province, and several joint projects with industries. I have also been a major participant in a key project sponsored by NSFC.

IEEE member，ACM member.

1. Co-chair for special session CIMLDM in IEEE Congress on Evolutionary Computation (CEC2015) and IEEE World Congress on Computational Intelligence (WCCI2014);
2. Chair for special session “Evolutionary Computation for Constrained Optimization” in the 18th Asia Pacific Symposium on Intelligent and Evolutionary Systems (IES2014)
3. Reviewers for IEEE Transaction on Evolutionary Computation, IEEE Transaction on Cybernetics, Information Sciences, Frontier of Computer Science in China, IEEE CEC, ACM GECCO.
4. Associte editor of 《Swarm and Evolutionary Computation》(Elsevier) (IF：3.893)

2011: 胡振洲(2015年江苏省优秀硕士论文) 现在华为（南京）研究院工作

2012: 李业兴(获得华为奖学金￥8000)，现在华为（上海）研究院无线通信部门; 成鑫,现在江苏省网络监控中心

2013: 杨志翔(获得国家奖学金￥20,000，2016年江苏省优秀硕士论文)，现在海康威视（视频安防领域全国第一）; 张宁，现在中兴（南京）研究院

2014: 梅志伟（发表一流IEEE Trans论文两篇），现在美团; 朱春阳（IEEE CEC2017国际大赛第一名），现在华为（西安）云计算中心

2015: 孙浩然（2019年江苏省优秀硕士论文，美团等多个offer）;  夏超（美团等多个offer）; 孙文学（网易等多个offer）; 汪欣（英伟达等多个offer）

2016: 李振宇; 胡密；胡涵

2017: 郭柯卿; 蓝天；张峰