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    Computational Intelligence Laboratory (CIL) of Peking University was founded in 2007. Now there are five faculty members in our lab, including one academician of Chinese Academy of Engineering, two professors, one guest professor and one research fellow.

    We are focusing on the research work related with Computational Intelligence, including Swarm Intelligence, Fireworks Algorithm, Neural Networks Information Processing, Intelligent Info Processing, Data Mining and Knowledge Discovery and DNA Biological Computation as well as their application in Computer Information Security. We are doing some work with Intelligent Information Processing, Artificial Immune System for Information Security, Evolutionary Computation, Blind Source Separation Neural Network, Machine Learning Method, etc.


Pinned

  • Welcome to our new FWA Forum with new open sourced code on github.

  • Welcome active researchers with a PhD degree to join us as postdoctoral fellows Bo Ya Postdoctoral Fellowship (博雅博士后) to do some innovative and amazing works under the guidance of Prof. Ying Tan. Interested people should send your CV and statements to ytan(AT)pku.edu.cn! Read more

  • Welcome active youth researchers and teachers at universities and institutes to join us as visiting scholars and training teachers to do some innovative works and projects under the big umbrella of Computational Intelligence! Interested people should send your CV and statement to Prof. Y. Tan at ytan(AT)pku.edu.cn.

  • Generative Adversarial Optimization (GAO), an inovative new optimization algorithm pdf . The code  of GAO is available now! Click here to download it. 


What's New in 2022

  • Call for special sessions and call for papers for our DMBD'2022! [Website]

  • Congratulation to Prof. Ying Tan for being elected as the vice president of CICC City Brain Committee (中国指挥与控制学会(CICC)城市大脑专业委会) [Link] [Certificate]

  • Congratulation to Yifeng Li and Ying Tan for their paper "Fireworks algorithm based on search space partition" published on International Journal of Intelligent System (IJIS, IF=8.99)!

  • Congratulation to Prof. Ying Tan for his paper "A transfer weighted extreme learning machine for imbalanced classification" being published in International Journal of Intelligent Systems (IF 7.98).

  • Congratulation to Prof. Ying Tan for being selected as one of the "Highly-cited Chinese scholars in 2021" by Elsevier. [Link1] [Link2]

  • Congratulation to Tao Ma and Ying Tan for their paper being published in Expert Systems with Applications (IF 6.95).

  • Prof. Ying Tan's work "基于协同隐空间的多智能体强化学习探索方法" has been selected as a representative scientific advancement of Peking University. [Link]

  • Congratulation to Prof. Ying Tan for being selected as the World's Top 2% Scientists 2020 [Link]

  • Congratulation to Prof. Ying Tan for his article "元宇宙治理前瞻" being selected as cover story on 《国家治理周刊》(Governance), Jan. 2022, issue 362 [Link]

  • Congraulation to Prof. Ying Tan for his paper "元宇宙热潮的成因分析及发展趋势" being published on "《国家治理周刊》 (Governance)", Jan. 2022, pp 16-20 [Pdf]

  • Congratulation to Xiangyu Liu and Ying Tan for their paper "Feudal Latent Space Exploration for Coordinated Multi-agent Reinforcement Learning" being accepted by IEEE Transactions on Neural Networks and Learning Systems.

  • Welcom to join our "Competition on Single Objective Bounded Optimization Problems" which will be hosted on ICSI'2022. [Link]

  • Congratulation to Xiangyu Liu and Ying Tan for their paper "Attentive Relational State Representation in Decentralized Multiagent Reinforcement Learning" being published on IEEE Transactions on Cybernetics [Link] [Pdf]

  • Call for papers for "The Thirteenth International Conference on Swarm Intelligence (ICSI’2022) "15 - 19 July 2022, Xi'an, China!

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