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Welcome to COLA Laboratory

Computational Optimization for Learning and Adaptive Systems (COLA) laboratory is working in computational/artificial intelligence, multi-objective optimization and decision-making, operational research, machine learning and statistical modeling of complex systems. Applications focus on search-based software engineering, energy, biological science and medicine.

We are constantly looking for talented and passionate people to join our lab. Please refer to vacancies for potential opportunities.

Recent News (Year 2021)

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  • Our paper “Neural Architecture Search for Portrait Parsing” is accepted to IEEE Trans. Neural Networks and Learning Systems. Congratulations to our fantastic collaborators! Aug 11

  • We have four papers accepted by IEEE SMC 2021. Congratulations to Renzhi, Phoenix and Jiangjiao! Aug 4

  • One proposal get funded by Hong Kong GRF. Congratulations to Prof. Kay Chen Tan and looking forward to working with you soon. Aug 1

  • Our paper on “Transfer Learning Based Parallel Evolutionary Algorithm Framework for Bi-level Optimization” is accepted to IEEE Trans. Evolutionary Computation. Congratulations to Lei and collaborators! Jun 30

  • I have been identified as 2% top scientists in the world across all disciplines from a report published by Stanford University. At the moment, I am ranked around #3200 in the AI subfield worldwide. Jun 20

  • We are pleased to announce that we will host a summer school on Data-Driven Artificial/Computational Intelligence: Theory and Applications this August. This summer school is kindly supported by IEEE Computational Intelligence Society. Jun 17

  • We are pleased to announce that Heng has successfully secured his PhD studentship from both CSC and Exeter. He will start his PhD journal in our lab since this autumn. Jun 3

  • We are pleased to announce that Peili has successfully secured his studentship and will start his PhD journal since this autumn. May 28

  • We are glad to announce that Maja Kaczmarek, a second year undergraduate student from the University of Manchester, has been awarded a REP studentship from SWBio DTP (only two in Exeter). We will work with Dr Yiliang Ding‘s group from John Innes Centre on some exciting topics about RNA structure prediction. May 17

  • Proud to be one of three awardees in the UK to win an Amazon Research Awards 2020. Really appreciate the generous support from Amazon to carry on our interesting work on multi-task learning! Please see press news from [Amazon Science 1], [Amazon Science 2], [Exeter News], [Linkedin], [机器之心], [新智元], [AI科技评论] Apr 29

  • Our paper “A Vector Angles-based Many-objective Particle Swarm Optimization Algorithm Using Archive” is accepted to Applied Soft Computing. Congratulations to Lei! Apr 27

  • Our paper “Vertical Distance Based Clonal Selection Mechanism for Multi-objective Immune Algorithm” is accepted to Swarm and Evolutionary Computation. Congratulations to Lingjie! Apr 14

  • Our paper on empirical study of various control mechanisms in interactive evolutionary multi-objective optimization is accepted to IEEE CEC 2021. Congratulations to Guiyu! Apr 6

  • It is grateful to receive an unrestricted gift from Amazon Research Awards for multi-task learning semantic feature from various injections to test Web application firewalls. Thanks for Amazon’s generous support! Mar 24

  • After a wonderful three-year journey of founding and serving as the Chair of the IEEE Task Force 12 on Decomposition-based Techniques in Evolutionary Computation, I have stepped down as a Vice Chair since this year. It is my pleasure to witness the growing up of our community and a wider range of engagements worldwide. My colleague Prof. Bilel Derbel kindly takes up the new Chair position and will promote the activities further. Mar 4

  • I have been invited to renew my role as an Associate Editor for the prestigious IEEE Trans. Evol. Comput., the flagship journal in artificial/computational Intelligence. Jan 3

Previous news can be found from our news archive.

Contact

Dr. Ke Li
Department of Computer Science
Innovation Centre A1-D
University of Exeter
Streatham Campus, North Park Road
Exeter, EX4 4QF, UK
E-mail: k.li AT _exeter.ac.uk_
Tel: +(44) 0139-272-4557