姓名：余维杰
职称：副教授，硕士研究生导师
邮箱：yuweijie6@mail.sysu.edu.cn

人物简介
学术专长
研究方向
研究经历
教育背景
著作论文
获奖情况
工作经历
余维杰，男，中山大学计算机应用技术专业博士，现任中山大学信息管理学院副教授，硕士研究生导师。主要研究方向为智能信息处理、人工智能、数据素养及其教育。在国内外高水平期刊和学术会议上发表论文38篇，其中包括中山大学认定的一类重要期刊论文14篇（第一作者/通讯作者9篇），累计影响因子115.402，论文总引用500余次（Google Scholar），单篇最高引用151次。主持国家自然科学基金项目1项，参与多项国家级、省部级科研项目。担任Information Sciences、IEEE Transactions on Evolutionary Computation等多个国际权威期刊审稿人，并多次担任国际知名学术会议的程序委员会委员。


情报学、计算机应用技术


智能信息处理、人工智能、信息素养、数据素养


1. 国家自然科学基金青年项目，面向大规模优化问题的分布式Memetic算法研究，26万，主持人
2. 中山大学中央高校基本科研业务费专项，智能文本聚类方法及其在科技情报领域的应用研究，15万，主持人
3. 广东省科技计划项目应用型科技研发专项，面向智能制造的智能工控平台研发与应用，150万，中山大学项目负责人
4 国家自然科学基金重点项目，分布式计算智能理论及应用，310万，参与人
5. 国家社科基金重大项目，古籍保护学科建设与理论体系研究，80万，参与人
6. 国家社科基金一般项目，全民信息素养框架构建与提升策略研究，20万，参与人
7 国家自然科学基金面上项目，运用新型分布估计算法优化保险投资方案的研究，62万，参与人
8. 国家自然科学基金面上项目，云计算多工作流调度的动态分布式粒子群优化方法研究，81万，参与人
9. 国家自然科学基金面上项目，基于云计算的协同进化粒子群算法及应用研究，78万，参与人
10. 国家自然科学基金青年项目，基于知识图谱的用户长尾需求建模研究，27.5万，参与人
11. 国家自然科学基金青年项目，基于云计算的自适应分布式差分进化算法研究，27万，参与人
12. 国家自然科学基金青年项目，基于云计算模型的自组织差分进化算法及其应用研究，26万，参与人
13. 国家社科基金青年项目，技术赋能视阈下人文****的数字学术需求及其图书馆服务策略研究，20万，参与人
14. 教育部人文社科研究青年项目，社会化媒体用户-平台互动均衡下隐私规制机理研究，8万，参与人
15. 广东省科技厅粤港合作项目，智慧大数据处理与应用粤港联合科技创新平台，200万，参与人


2009.9至2014.6，中山大学计算机系，计算机应用技术，博士（硕博连读）
2005.9至2009.7，中山大学计算机系，网络工程，学士


一、期刊论文：
余维杰,周娅莉,吴锦池.我国研究生在科研活动中的数据素养现状研究——以双生命周期理论为视角[J].图书情报工作,2020,64(07):84-93.(CSSCI收录)
余维杰,陈思琪,陈序.国内外数据素养研究的文献计量分析[J].图书馆理论与实践,2019(12):32-39. (CSSCI收录)
吴锦池,余维杰(通讯作者).基于社会网络分析的政务微博影响力研究[J/OL].情报科学:1-8[2020-10-16]. (CSSCI收录)
吴锦池,余维杰(通讯作者).图书馆数据治理成熟度评价体系构建[J].情报科学,2021,39(01):65-71. (CSSCI收录)
吴锦池,余维杰(通讯作者).融合知识库语义的文本聚类研究[J].情报杂志,2021(6). (CSSCI收录)
Wei-Jie Yu (余维杰), Jing-Yu Ji, Yue-Jiao Gong, Qiang Yang, and Jun Zhang, “A tri-objective differential evolution approach for multimodal optimization,” Information Sciences, vol. 423, pp. 1-23, 2018. (SCI Q1区，影响因子：5.910)
Wei-Jie Yu (余维杰), Meie Shen, Wei-Neng Chen, et al., “Differential evolution with two-level parameter adaptation,” IEEE Transactions on Cybernetics, vol. 44, no. 7, pp. 1080-1099, 2014. (SCI Q1区，影响因子：11.079)
Jing-Yu Ji, Wei-Jie Yu (余维杰)(通讯作者), et al., “Multiobjective optimization with ε-constrained method for solving real-parameter constrained optimization problems,” Information Sciences, vol. 467, pp. 15-34, 2018. (SCI Q1区，影响因子：5.910)
Yong-Feng Ge, Wei-Jie Yu (余维杰)(通讯作者), et al. “Distributed memetic algorithm for outsourced database fragmentation,” IEEE Transactions on Cybernetics, 2020. (SCI Q1区，影响因子：11.079)
Yong-Feng Ge, Wei-Jie Yu (余维杰)(通讯作者), et al., “Distributed differential evolution based on adaptive mergence and split for large-scale optimization,” IEEE Transactions on Cybernetics, vol. 48, no. 7, pp. 2166-2180, 2018. (SCI Q1区，影响因子：11.079)
Jing-Yu Ji, Wei-Jie Yu (余维杰)(通讯作者), et al., “Density-Enhanced Multiobjective Evolutionary Approach for Power Economic Dispatch Problems,” IEEE Transactions on Systems, Man, and Cybernetics - Systems, 2019. (SCI Q1区，影响因子：9.309)
Wei-Jie Yu (余维杰), Jin-Zhou Li, Wei-Neng Chen, and Jun Zhang, “A parallel double-level multiobjective evolutionary algorithm for robust optimization,” Applied Soft Computing, vol. 59, pp. 258-275, 2017. (SCI Q1区，影响因子：5.472)
Wei-Jie Yu (余维杰), Zhi-Hui Zhan, and Jun Zhang, “Artificial bee colony algorithm with an adaptive greedy position update strategy,” Soft Computing, vol. 22, no. 2, pp. 437-451, 2018. (SCI Q2区，影响因子：3.050)
Zi-Jia Wang, Zhi-Hui Zhan, Wei-Jie Yu (余维杰), et al., “Dynamic group learning distributed particle swarm optimization for large-scale optimization and its application in cloud workflow scheduling,” IEEE Transactions on Cybernetics, vol.50, no. 6, pp. 2715-2729, 2020. (SCI Q1区，影响因子：11.079)
Shijia Huang, Jinghui Zhong, and Wei-Jie Yu (余维杰), “Surrogate-Assisted Evolutionary Framework with Adaptive Knowledge Transfer for Multi-task Optimization,” IEEE Transactions on Emerging Topics in Computing, 2019. (SCI Q1区，影响因子：6.043)
Zi-Jia Wang, Zhi-Hui Zhan, Ying Lin, Wei-Jie Yu (余维杰), et al., “Automatic niching differential evolution with contour prediction approach for multimodal optimization problems,” IEEE Transactions on Evolutionary Computation, vol.24, no. 1, pp. 114-128, 2020. (SCI Q1区，影响因子：11.169)
Zi-Jia Wang, Zhi-Hui Zhan, Ying Lin, Wei-Jie Yu (余维杰), et al., “Dual-strategy differential evolution with affinity propagation clustering for multimodal optimization problems,” IEEE Transactions on Evolutionary Computation, vol.22, no. 6, pp.894-908, 2018. (SCI Q1区，影响因子：11.169)
Ya-Hui Jia, Wei-Neng Chen, Tianlong Gu, Huaxiang Zhang, Huaqiang Yuan, Ying Lin, Wei-Jie Yu (余维杰), et al., “A Dynamic logistic dispatching system with set-based particle swarm optimization,” IEEE Transactions on Systems, Man, and Cybernetics - Systems, vol. 48, no. 9, pp. 1607-1621, 2018. (SCI Q1区，影响因子：9.309)
Ya-Hui Jia, Yu-Ren Zhou, Ying Lin, Wei-Jie Yu (余维杰), et al., “A distributed cooperative co-evolutionary CMA evolution strategy for global optimization of large-scale overlapping problems,” IEEE ACCESS, vol. 7, pp. 19821-19834, 2019. (SCI Q1区，影响因子：3.745)
Jun Zhang, Wei-Neng Chen, Zhi-Hui Zhan, Wei-Jie Yu (余维杰), et al., “A survey on algorithm adaptation in evolutionary computation,” Front. Electr. Electron. Eng., vol. 7, no. 1, pp. 16-31, 2012. (Springer 出版)
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二、会议论文：
Yong-Feng Ge, Jinli Cao, Hua Wang, Jiao Yin, Wei-Jie Yu (余维杰)(通讯作者), et al., “A Benefit-driven genetic algorithm for balancing privacy and utility in database fragmentation,” in Proc. ACM Genetic Evol. Comput. Conf. (GECCO 2019), 2019, pp. 167-168. (EI 索引)
Jing-Yu Ji, Wei-Jie Yu (余维杰)(通讯作者), and Jun Zhang, “Solving Nonlinear Equation Systems Using Multiobjective Differential Evolution,” in Proc. International Conference on Evolutionary Multi-Criterion Optimization (EMO 2019), 2019, pp. 139-150. (EI 索引)
Yong-Feng Ge, Wei-Jie Yu (余维杰)(通讯作者), Zhi-Hui Zhan, and Jun Zhang, “Competition-Based Distributed Differential Evolution,” in Proc. IEEE Congr. Evol. Comput. (CEC 2018), 2018. (EI 索引)
Jing-Yu Ji, Wei-Jie Yu (余维杰)(通讯作者), and Jun Zhang, “A two-stage coevolution approach for constrained optimization,” in Proc. ACM Genetic Evol. Comput. Conf. (GECCO 2017), 2017, pp. 167-168. (EI 索引)
Jing-Yu Ji, Wei-Jie Yu (余维杰)(通讯作者), et al., “Solving multimodal optimization problems through a multiobjective optimization approach,” in Proc. IEEE International Conference on Information Science and Technology (ICIST 2017), 2017, pp. 458-463. (EI 索引)
Yong-Feng Ge, Wei-Jie Yu (余维杰)(通讯作者), Jing-Jing Li, Zhi-Wen Yu, and Jun Zhang, “Enhancing distributed differential evolution with a space-driven topology,” in Proc. IEEE Congr. Evol. Comput. (CEC 2016), 2016, pp. 4090-4095. (EI 索引)
Yong-Feng Ge, Wei-Jie Yu (余维杰)(通讯作者), and Jun Zhang, “Diversity-based multi-population differential evolution for large-scale optimization,” in Proc. ACM Genetic Evol. Comput. Conf. (GECCO 2016), 2016, pp. 31-32. (EI 索引)
Wei-Jie Yu (余维杰), Jing-Jing Li, Jun Zhang, and Meng Wan, “Differential evolution using mutation strategy with adaptive greediness degree control,” in Proc. ACM Genetic Evol. Comput. Conf. (GECCO 2014), 2014, pp.73-80. (EI 索引)
Wei-Jie Yu (余维杰), Jun Zhang, and Wei-Neng Chen, “Adaptive artificial bee colony optimization,” in Proc. ACM Genetic Evol. Comput. Conf. (GECCO 2013), 2013, pp. 153-157. (EI 索引)
Wei-Jie Yu (余维杰) and Jun Zhang, “Adaptive differential evolution with optimization state estimation,” in Proc. ACM Genetic Evol. Comput. Conf. (GECCO 2012), 2012, pp. 1285-1292. (EI 索引)
Wei-Jie Yu (余维杰) and Jun Zhang, “Multi-population differential evolution with adaptive parameter control for global optimization,” in Proc. ACM Genetic Evol. Comput. Conf. (GECCO 2011), 2011, pp. 1093-1098. (EI 索引)
Wei-Jie Yu (余维杰) and Jun Zhang, “Pheromone-distribution-based adaptive ant colony system,” in Proc. ACM Genetic Evol. Comput. Conf. (GECCO 2010), 2010, pp. 31-38. (EI 索引)
Wei-Jie Yu (余维杰), Xiao-Min Hu, Jun Zhang, and Rui-Zhang Huang, “Self-adaptive ant colony system for the traveling salesman problem,” in Proc. IEEE Conf. on Syst., Man, Cybern. (SMC 2009), 2009, pp. 1399-1404. (EI 索引)
Zhi-Hui Zhan, Yong-Xing Wang, Zi-Jia Wang, Wei-Jie Yu (余维杰), and Jun Zhang, “Competitive Swarm Optimizer with Dynamic Grouping for Large Scale Optimization,” in Proc. IEEE Congr. Evol. Comput. (CEC 2018), 2018. (EI 索引)
Da-Zhao Tan, Wei-Neng Chen, Jun Zhang, and Wei-Jie Yu (余维杰), “Fast pedestrian detection using multimodal estimation of distribution algorithms,” in Proc. ACM Genetic Evol. Comput. Conf. (GECCO 2017), 2017, pp. 1248-1255. (EI 索引)
Xin Situ, Wei-Neng Chen, Yue-Jiao Gong, Ying Lin, Wei-Jie Yu (余维杰), Zhiwen Yu, Jun Zhang, “A parallel ant colony system based on region decomposition for taxi-passenger matching,” in Proc. IEEE Congr. Evol. Comput. (CEC 2017), 2017, pp.
960-967. (EI 索引)
Yong-Feng Ge, Yue-Jiao. Gong, Wei-Jie Yu (余维杰), et al. “Reconstructing cross-cut shredded text documents: a genetic algorithm with splicing-driven reproduction” in Proc. ACM Genetic Evol. Comput. Conf. (GECCO 2015), 2015, pp. 847-853. (EI 索引)
Xiao-Min Hu, Zhi-Hui Zhan, Ying Lin, Yue-Jiao Gong, Wei-Jie Yu (余维杰), et al., “Multiobjective genetic algorithm for demand side management of smart grid,” in Proc. IEEE Symposium on Computational Intelligence in Scheduling (SCIS 2013), 2013, pp. 14-21. (EI 索引)


2017年，“ACM中国新星奖”广州分会奖
2017年，中山大学教学科研业绩综合考核“优秀”
2016年，中山大学“采联”青年教师奖励金
2016年，中山大学教学科研业绩综合考核“优秀”
2013年，“ACM GECCO 2013“国际会议最佳论文提名奖
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2014.11-2018.3，中山大学信息管理学院，讲师
2018.4-至今，中山大学信息管理学院，副教授