姓  名蔡昕烨

邮件地址xinye@nuaa.edu.cn

教育情况

2006.5 - 2009.5美国堪萨斯州立大学,电子计算机工程系, 获工学博士学位

2004.9 - 2006.5英国约克大学,电子工程系,获(研究型)理学硕士学位

2000.9 - 2004.8华中科技大学,电子信息工程系,获工学学士

工作情况

2009.9 - 至今南京航空航天大学,计算机科学与技术学院,副教授,硕士生导师

其中,

2010.9 - 2011.9在中国商用飞机有限责任公司挂职

2014.10 - 至今在中国电子科技集团第二十八研究所博士后

研究方向

研究领域包括演化计算(Evolutionary Computation)、数据挖掘等。在多目标、不确定等条件下的数据挖掘以及智能决策方向从事研究,并在图像处理、机电系统设计、生物信息学等领域进行了广泛的应用。

论文发表情况

在IEEE Transaction on Evolutionary Computation, Soft Computing, Computing and Informatics,International Journal of Bioinformatics Research and Application,Lecture notes in Computer Science 和软件学报等国内外重要刊物,以及IEEE Congress on Evolutionary Computation (CEC2012,CEC2014)、IEEE Symposium Series on Computational Intelligence(SSCI2013)、ACM Proceedings in the Genetic and Evolutionary Computing Conference(GECCO2007,GECCO2008, GECCO2014)等计算智能领域著名会议上发表论文十余篇。

1、部分期刊论文列表:

  1. 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
  2. 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
  3. X. Cai, Z. Mei, Z. Fan, Q. Zhang, A Constrained Decomposition Approach with Grids for Evolutionary Multiobjective Optimization, IEEE Transaction on Evolutionary Computation, press online, 2017, DOI: 10.1109/TEVC.2017.2744674 (IF 10.629,1 区论文) CODE
  4. 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, press online, 2017. DOI: 10.1109/TCYB.2017.2737554 (IF 7.383,1 区论文)CODE
  5. 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
  6. 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
  7. 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)
  8. 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)
  9. 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
  10. 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)
  11. 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)
  12. 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)
  13. 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)
  14. 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)
  15. 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)
  16. 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
  17. 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)
  18. 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)
  19. 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
  20. 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
  21. 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)
  22. 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)
  23. 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 )
  24. X. Cai, O. Wei, Z. Huang. Evolutionary Approaches for Multi-Objective Next Release Problem[J]. Computing and Informatics, 2012, 31(4): 847-861.
  25. 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.

科研项目情况

现主持国家自然科学基金青年项目,江苏省自然科学基金青年项目,教育部高等学校博士学科点专项基金, 中央高校基本科研业务经费项目各1项;并作为主要成员参与了美国自然科学基金重大项目,中国国家自然科学基金青年项目、面上项目,教育部高等学校博士学科点专项基金各1项。

学术活动以及社会兼职

IEEE会员,ACM会员, IEEE Congress on Evolutionary Computation (CEC2015, 日本仙台市),IEEE World Congress on Computational Intelligence (WCCI2014,北京), Special Session CIMLDM 联合主席;The 18th Asia Pacific Symposium on Intelligent and Evolutionary Systems (IES2014,新加坡), 分会“Evolutionary Computation for Constrained Optimization”主席。 同时担任IEEE Transaction on Evolutionary Computation, IEEE Transaction on Cybernetics, Information Sciences, Frontier of Computer Science in China, IEEE CEC, ACM GECCO, 中国机器学习会议(CCML)等著名国际及国内期刊和会议的审稿人。

奖励情况

主讲的国际化双语教学课程“数据挖掘”获得南京航空航天大学精品课程资助

研究生情况

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