教授 计算机科学与工程系

唐珂教授,南洋理工大学(新加坡)博士学位。2007-2018年在中国科学技术大学计算机科学与技术学院先后任副教授、教授,2018年1月正式加入南方科技大学,现任计算机科学与工程系教授。唐珂教授在计算智能及其应用领域发表论文150余篇,Google Scholar引用7400余次。曾获教育部自然科学一等奖、二等奖各一项、中国电子学会自然科学一等奖、IEEE计算智能学会杰出青年奖、英国皇家学会牛顿高级学者等奖励或荣誉。担任IEEE Transactions on Evolutionary Computation 等期刊编委、十余次担任国际学术会议程序委员会主席。主要研究方向为大规模演化智能、演化多峰优化、演化学习等。

个人简介

研究兴趣

计算智能、机器学习

 

工作经历

2018-:南方科技大学计算机科学与工程系,教授
2007-2018:中国科学技术大学计算机科学与技术学院,副教授、教授

 

教育背景

2003-2007:南洋理工大学(新加坡),博士
1998-2002:华中科技大学,学士

 

荣誉与奖项 

• IEEE计算智能学会杰出青年奖
• 英国皇家学会牛顿高级学者
• 2015年中国电子学会自然科学一等奖(第3完成人)
• 2012年教育部新世纪优秀人才
• 2011年教育部自然科学二等奖(第1完成人)

 

Professional Activities:

  • Senior Member of IEEE (2012 - )
  • Member of Intelligent Systems Applications Technical Committee, IEEE Computational Intelligence Society (2016 -)
  • Member of Evolutionary Computation Technical Committee, IEEE Computational Intelligence Society (2014 -)
  • Member of Emergent Technologies Technical Committee, IEEE Computational Intelligence Society (2011 -)
  • Member of Senior Member Committee, IEEE Computational Intelligence Society (2013 - 2015)
  • Founding Chair of IEEE CIS Task Force on Collaborative Learning and Optimization, Emergent Technologies Technical Committee, IEEE Computational Intelligence Society (2011 - 2012)
  • Founding Chair of IEEE CIS Task Force on Large Scale Global Optimization, Evolutionary Computation Technical Committee, IEEE Computational Intelligence Society (2007 - 2011)
  • ---------------------------------------------
  • Journal/Book Series Editorship
  1. Associate Editor of IEEE Transactions on Evolutionary Computation (2016 -)
  2. Associate Editor of Swarm and Evolutionary Computation (2016 -)
  3. Associate Editor of Computational Optimization and Applications (2013 - 2016)
  4. Associate Editor of IEEE Computational Intelligence Magazine (2010 - 2016)
  5. Associate Editor of Natural Computing (2014 - )
  6. Editorial Board Member of Memetic Computing (2014 - )
  7. Editorial Board Member of International Journal of Bio-inspired Computation (2009 - )
  8. Guest co-editor of the thematic issue of Memetic Computing (Springer) on “Memetic Algorithms for Evolutionary Multi-objective Optimization”, 2010.
  9. Guest co-editor of the special issue of Frontiers of Computer Science in China (Springer) on “From Nature to Computing and Back”, Vol. 3, No. 1, March 2009.
  10. Guest co-editor of the special issue of Information Sciences (Elsevier) on “Nature Inspired Problem-Solving: Theories and Applications”, Vol. 178, No. 15, 1st August,
  • --------------------------------------
  • Tutorials and Invited Talks
  1. Invited Talk, “Optimization Through Automatic Decomposition – A Heuristic Search Perspective,” 2017 Workshop on Swarm Intelligence Optimization Algorithm, November 19-20, 2017, Wuhan, China.
  2. Invited Talk, “Testing of AI-Software,” The 2nd West Lake Symposium on Intelligent Software, October 29-30, 2017, Hangzhou, China.
  3. Invited Talk, “Evolutionary Computation – The Road to Intelligence”, Symposium on Artificial Intelligence and Machine Learning, Chinese National Computer Congress (CNCC), October 25-28, 2017, Fuzhou, China.
  4. Tutorial, “Evolutionary Computation for Non-Convex Machine Learning,” the 2017 IEEE Congress on Evolutionary Computation (CEC2017), June 5-8, 2017, San Sebastian, Spain. (Co-presented with Dr. Yang Yu)
  5. Invited Talk, “Towards Scalable Evolutionary Optimization,” the 2017 International Workshop on Evolutionary Computation and Social Computing, January 7-8, 2017, Changsha, China.
  6. Keynote Speech, “From Population-based Search to Cooperative Search,” The 11th International Conference on Bio-inspired Computing: Theories and Applications (BIC-TA 2016), October 28-30, 2016, Xi’an, China.
  7. Invited Talk, “Negatively Correlated Search,” the 2016 Chinese Workshop on Evolutionary COmputation and Learning (ECOLE’2016), May 27-29, 2016, Shanghai, China.
  8. Keynote Speech, “Evolutionary Ensemble Learning in Uncertain Environments,” the 2015 IEEE Symposium on Computational Intelligence and Ensemble Learning (IEEE CIEL'15), December 8-10, 2015, Cape Town, South Africa.
  9. Invited Talk, “Large Scale Evolutionary Optimization,” the 2015 Chinese Workshop on Evolutionary COmputation and Learning (ECOLE’2015), June 13-14, 2015, Nanjing, China.
  10. Tutorial, “Data-Driven Evolutionary Algorithms,” the 2015 IEEE Congress on Evolutionary Computation (CEC2015), May 25-28, 2015, Sendai, Japan.
  11. Invited Talk, “Data-driven Evolutionary Algorithms,” The Workshop on Intelligent Computing for Big Data organized by the Xi’an Jiaotong University, April 18-19, 2015, Xi’an, China.
  12. Invited Talk, “Data-driven Meta-heuristic Search,” The Workshop on Computational Intelligence organized by the City University of Hong Kong, December 5-6, 2014, Hong Kong, China.
  13. Tutorial, “Collaborative Learning and Optimization,” The 18th Asia Pacific Symposium on Intelligent and Evolutionary Systems (IES2014), November 10-12, 2014, Singapore.
  14. Invited Talk, “Multi-objective Evolutionary Approaches for ROC Performance Maximization,” The 2014 International Workshop on Neural Computational and Machine Intelligence (NCMI’14), July 14-15, 2014, Hefei, China.
  15. Keynote Speech, “Recent Advances in Data-driven Evolutionary Computation,” The 5th International Workshop on Swarm Intelligence Systems (IWSIS 2014), June 6-8, 2014, Nanchang, China.
  16. Invited Talk, “Evolutionary Computation Approaches for Class Imbalanced Learning,” The 2013 Chinese Workshop on Intelligent Optimization and Computation, August 16-17, 2013, Xiangtan, Hunan, China.
  17. Tutorial, “An Introduction to Evolutionary Optimization: Recent Theoretical and Practical Advances,” The 23rd International Joint Conference on Artificial Intelligence, August 3-9, 2013, Beijing, China. (Co-presented with Dr. Yang Yu, Prof. Xin Yao and Prof. Zhi-Hua Zhou)
  18. Invited Talk, “Real-valued Evolutionary Optimization: Algorithms and Applications,” The 2009 Chinese Workshop on Intelligent Perception and Image Understanding, October 15-19, 2009, Xi’an, China.
  19. Invited Talk, “Feature Selection in Bioinformatics”, The 2008 UK-China Joint Workshop on “From Nature to Computing and Back”, February 21-24, 2008, Shanghai, China.
  • ------------------------------------------
  • Organizer of Academic Events
  1. Program Chair, the 11th International Conference on Simulated Evolution And Learning (SEAL2017), November 10-13, Shenzhen, China.
  2. Special Session Chair, the 2017 IEEE Congress on Evolutionary Computation (CEC2017), June 5-8, 2017, San Sebastian, Spain.
  3. General Co-chair, the 8th International Symposium on Intelligence Computation and Applications (ISICA2016), October 29-30, 2016, Guiyang, China.
  4. Paper Submission Chair, the 2016 IEEE World Congress on Computational Intelligence (WCCI 2016), July 25-29, 2016, Vancouver, Canada.
  5. Program Chair, the 10th International Conference on Bio-inspired Computing: Theories and Applications (BIC-TA 2015), September 25-28, 2015, Hefei, China.
  6. Program Chair, the 7th International Conference on Advanced Computational Intelligence (ICACI’2015), March 27-29, 2015, Wuyi, Fujian, China.
  7. General Co-Chair, the 2014 International Workshop on Nature Inspired Computation and Applications (IWNICA’14), November 3-5, 2014, Hefei, China.
  8. Technical Co-Chair, the 10th International Conference on Simulated Evolution And Learning (SEAL’2014), December 15-18, 2014, Dunedin, New Zealand.
  9. Publicity Co-Chair, the 18th Asia Pacific Symposium on Intelligent and Evolutionary Systems (IES’2014), November 10-12, 2014, Singapore.
  10. Technical Committee Co-Chair, the 5th International Conference on Swarm Intelligence (ICSI’2014), October 17-20, 2014, Hefei, Anhui, China.
  11. General Chair, the Inaugural Chinese Workshop on Evolutionary COmputation and Learning (ECOLE’2014), July 3-4, 2014, Hefei, Anhui, China.
  12. Program Co-Chair, the 14th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL’2013), October 20-23, 2013, Hefei, Anhui, China.
  13. Technical Chair, the 2013 IEEE Congress of Evolutionary Computation (CEC’2013), June 20-23, 2013, Cancun, Mexico.
  14. Workshop and Special Sessions Co-Chair, the 3rd International Conference of Soft Computing and Pattern Recognition (SoCPaR’2011), October 14-16, 2011, Dalian, China.
  15. Program Co-Chair of the 2010 IEEE Congress of Evolutionary Computation (CEC’2010), July 18-23, 2010, Barcelona, Spain.
  16. Publicity Co-Chair, the 2009 IEEE International Symposium on Computational Intelligence in Robotics and Automation (CIRA’2009), November 15-18, 2009, Daejeon, Korea.
  17. Co-Chair, the 2008 International Workshop on Nature Inspired Computation and Applications (IWNICA’08), May 25-27, 2008, Hefei, China.
  • -------------------------------------------------
  • Program Committee Membership
  1. Senior Program Committee member (SPC) for the International Joint Conference on Artificial Intelligence (IJCAI 2015, IJCAI 2017)
  2. IEEE Congress on Evolutionary Computation (CEC 2009~2018)
  3. International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2009~2012)
  4. Learning and Intelligent OptimizatioN Conference (LION 5, LION 6, LION 9)
  5. International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE’08, IEA/AIE’12)
  6. International Conference on Neural Information Processing (ICONIP’08, ICONIP’12)
  7. International Conference on Machine Learning and Cybernetics (ICMLC’07~10)
  8. International Conference on Hybrid Artificial Intelligence Systems (HAIS’08~10)
  9. International Conference on Simulated Evolution And Learning (SEAL’08)
  10. International Conference on Soft Computing and Pattern Recognition (SoCPaR’09, SoCPaR’10)

研究领域

大规模演化智能、演化多峰优化、演化学习


教学

目前面向本科生有以下课程:

计算机导论A、人工智能

目前面向研究生的有以下课程:

研究方法、智能数据分析、创新教学实践


学术成果 查看更多

唐珂教授主要研究方向为大规模演化智能、演化多峰优化、演化学习等,在相关领域累计发表论文150余篇,含SCI 期刊论文53 篇,其中IEEE/ACM 汇刊论文27 篇,包括IEEE Trans. on Evolutionary Computation 论文13篇(IEEE TEVC 是演化计算领域顶级期刊、中科院一区Top 期刊,最新影响因子8.508、在计算机科学-理论与方法类103 个期刊中排名第一),在中国计算机学会推荐A 类会议发表长文(regular paper)11 篇。唐珂教授所发表论文的SCI 他引合计1230 次,Google 学术引用数为7400余次、H-指数为40。引用者包括1 位美国工程院院士、2 位中国科学院/工程院院士、3位英国皇家工程院院士、8 位加拿大、澳大利亚等国科学院/工程院院士(会士)以及47 位IEEE Fellow 等。在面向大规模问题的演化算法方面的研究成果获2011 年度教育部自然科学二等奖(排名第1);结合复杂航空网络的需求,基于演化算法提出了航空交通网络态势计算方法、以及航空交通管理的结构-流量一体化协同优化调控方法,相关成果先后获2015 年度中国电子学会自然科学一等奖(排名第3)、2017 年度教育部自然科学一等奖(排名第4)。

新闻动态 更多新闻

  • 我系研究成果入选NeurIPS Spotlight论文

    2019-11-05
  • 喜报丨我系唐珂教授在IEEE WCCI2018上荣膺IEEE计算智能学会杰出青年奖

    2019-11-05
  • 首届深圳计算智能重点实验室学术交流会圆满结束

    2019-11-05

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加入团队

本专业培养具有坚实的计算机科学与技术理论知识,初步掌握前沿的计算机系统的设计原理,拥有相应的研发能力,同时具备英语和计算机应用能力,可从事计算机科学与技术和相关交叉学科领域研发的高素质科技人才。学生毕业后能在该领域内从事计算机系统与应用的设计、研发等方面工作,也适宜继续攻读计算机相关研究生学位,可在科研部门、教育单位、企业、事业、技术和行政管理、服务行业部门从事计算机教学、科学研究和应用的高级专门技术人才。

南科大计算科学与工程系成立于2016年。目前本系已有教授27名,均在海外知名大学获得博士学位或有多年教学与研究的工作经验。其中,IEEE会士3名,IET会士1名。本系力争最终建成拥有50名(不包括纯教学和纯科研)核心教师的国际化高水平的师资队伍。重点发展计算智能、自主智能系统、数据科学、计算机系统和网络、计算理论等五个方向,致力于建设成为计算机学科领域国际知名的研究型计算机科学与工程系。

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