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钱 超


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钱 超

 

电话:

E-mail:chaoqian@ustc.edu.cn

个人主页:http://staff.ustc.edu.cn/~chaoqian/

 

  

主要研究方向: 演化计算,机器学习,数据挖掘

钱超,男,1987年12月生,博士,特任副研究员。分别于2009年6月和2015年9月获南京大学计算机系学士和博士学位,曾经在西班牙巴斯克大学(2012.9-2012.11)和英国伯明翰大学(2014.8-2014.10)做访问学者,现任职于中国科学技术大学计算机科学与技术学院中国科大-伯明翰大学智能计算联合研究所,担任特任副研究员。曾获PAKDD 2012数据挖掘竞赛公开组总冠军,2014年IBM博士生英才计划奖,2012年微软学者提名奖。担任了IJCAI2015、GECCO2016等国际会议的程序委员,是国际期刊IEEE TEC、SCIS等的审稿人。在国外重要学术期刊Artificial Intelligence, Evolutionary Computation, IEEE Transactions on Evolutionary Computation和重要国际学术会议 NIPS、IJCAI、AAAI、PPSN、GECCO等发表论文十余篇。其中,在演化计算领域的重要国际会议GECCO 2011上的论文获最佳理论论文奖。

 

获 奖 情 况

   

1.  2011年获演化计算领域重要国际会议ACM GECCO最佳理论论文奖

2.  2012年获亚太数据挖掘会议PAKDD数据挖掘竞赛公开组总冠军

3.  2014年获IBM 博士生英才计划奖

4.  2012年获微软学者提名奖

 

主 要 论 著

   

[01]  C. Qian, Y. Yu and Z.-H. Zhou.An analysis on recombination in multi-objective evolutionary optimization.Artificial Intelligence, 2013, 204: 99-119.
[02] C. Qian, Y. Yu and Z.-H. Zhou.Analyzing evolutionary optimization in noisy environments.Evolutionary Computation, accepted on 14 August 2015.
[03] C. Qian, Y. Yu and Z.-H. Zhou.Variable solution structure can be helpful in evolutionary optimization.Science China: Information Sciences, 2015, 58:112105(17).
[04] C. Qian, Y. Yu and Z.-H. Zhou.On constrained Boolean Pareto optimization.In:Proceedings of the 24th International Joint Conference on Artificial Intelligence (IJCAI'15), Buenos Aires, Argentina, 2015, pp.389-395.
[05] C. Qian, Y. Yu and Z.-H. Zhou. Pareto ensemble pruning. In: Proceedings of the 29thAAAI Conference on Artificial Intelligence (AAAI'15),Austin, Texas, 2015, pp.2935-2941.
[06] C. Qian, Y. Yu and Z.-H. Zhou. Subset selection by Pareto optimization. In: Advances in Neural Information Processing Systems 28 (NIPS'15), Montreal, Canada, 2015.
[07] C. Qian, Y. Yu and Z.-H. Zhou.An analysis on recombination in multi-objective evolutionary optimization. In: Proceedings of the 13th ACM Conference on Genetic and Evolutionary Computation (GECCO'11), Dublin, Ireland, 2011, pp.2051-2058.
[08] C. Qian, Y. Yu and Z.-H. Zhou.Collisions are helpful for computing unique input-output sequences. In: Proceedings of the 13th ACM Conference on Genetic and Evolutionary Computation (GECCO'11), Dublin, Ireland, 2011, pp.265-266.
[09] C. Qian, Y. Yu, Y. Jin and Z.-H. Zhou.On the effectiveness of sampling for evolutionary optimization in noisy environments. In: Proceedings of the 13th International Conference on Parallel Problem Solving from Nature (PPSN'14), Ljubljana, Slovenia, 2014, pp.302-311.
[10] C. Qian, Y. Yu and Z.-H. Zhou.On algorithm-dependent boundary case identification for problem classes. In: Proceedings of the 12th International Conference on Parallel Problem Solving from Nature (PPSN'12), Taormina, Italy, 2012, pp.62-71.
[11] Y. Yu, C. Qian and Z.-H. Zhou. Switch analysis for running time analysis of evolutionary algorithms. IEEE Transactions on Evolutionary Computation,accepted on 21 November2014.
[12] Y. Yu, C. Qian and Z.-H. Zhou. Towards analyzing recombination operators in evolutionary search. In: Proceedings of the 11th International Conference on Parallel Problem Solving from Nature (PPSN'10), Krakow, Poland, 2010, pp.144-153.
[13] Y. Yu and C. Qian. Running time analysis: Convergence-based analysis reduces to switch analysis. In: Proceedings of the 2015 IEEE Congress on Evolutionary Computation (CEC'15), Sendai, Japan, 2015, pp.2603-2610.

 

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