Liang Feng

    Liang Feng

Tenure Track Assistant Professor College of Computer Science, Chongqing University

E-mail: liangf@cqu.edu.cn/brightfengs@gmail.com
Address: No. 174 Shazhengjie, Shapingba, Chongqing, 400044, China

Liang FENG received the PhD degree from the School of Computer Engineering, Nanyang Technological University, Singapore, in 2014. He was a Postdoctoral Research Fellow at the Computational Intelligence Graduate Lab, Nanyang Technological University, Singapore. He is currently an Assistant Professor at the College of Computer Science, Chongqing University, China. His research interests include Computational and Artificial Intelligence, Memetic Computing, Big Data Optimization and Learning, as well as Transfer Learning.

Publication

  • a) Rankings and impact factors are extracted from Journal Citation Reports published by Thomson Reuters at “http://about.jcr.incites.thomsonreuters.com”.
  • b) Corresponding author is marked by *.

Journal

  1. K. Liu, H. Zhang, J. Ng, Y. Xia, L. Feng, V. Lee and S. Son. Towards Low Overhead Fingerprint-based Indoor Localization via Transfer Learning: Design, Implementation and Evaluation. IEEE Transactions on Industrial Informatics, to appear, 2017. (SCI Index, JCR Rank: Q1)
  2. K. Liu, L. Feng, P. Dai, V. Lee, S. Son and J. Cao. Coding-assisted Broadcast Scheduling via Memetic Computing in SDN-based Vehicular Networks. IEEE Transactions on Intelligent Transportation Systems, to appear, 2017. (SCI Index, JCR Rank: Q1)
  3. J. Zhong, L. Feng*, and Y. S. Ong. Gene Expression Programming: A Survey. IEEE Computational Intelligence Magazine, In Press, 2017. (SCI Index, JCR Rank: Q1)
  4. L. Feng, Y. S. Ong, S. Jiang and A. Gupta. Autoencoding Evolutionary Search with Learning across Heterogeneous Problems. IEEE Transactions on Evolutionary Computation, In Press, 2017. (SCI Index, JCR Rank: Q1)
  5. Y. Hou, Y. S. Ong, L. Feng*, and J. M. Zurada. An Evolutionary Transfer Reinforcement Learning Framework for Multi-Agent System.IEEE Transactions on Evolutionary Computation, In Press, 2017. (SCI Index, JCR Rank: Q1)
  6. L. Feng, A. Gupta and Y. S. Ong. Compressed representation for higher-level meme space evolution: a case study on big knapsack problems. Memetic Computing Journal, to appear, 2017. (SCI Index, JCR Rank: Q3)
  7. P. Dai, K. Liu, L. Feng*, Q. Zhuge, V. Lee and S. Son. Adaptive Scheduling for Real-time and Temporal Information Services in Vehicular Networks.Transportation Research Part C: Emerging Technologies, volume 71, pp.313-332, October 2016. (SCI Index, JCR Rank: Q1)
  8. S. Jiang, C. Xu, A. Gupta, L. Feng, Y. S. Ong, A. N. Zhang, and P. S. Tan. Complex and Intelligent Systems in Manufacturing and Supply Chain. IEEE Potentials Magazine, vol. 35, no. 4, pp. 23-28, 2016.
  9. A. Gupta, Y. S. Ong, L. Feng and K. C. Tan. Multi-Objective Multifactorial Optimization in Evolutionary Multitasking. IEEE Transactions on Cybernetics, Accepted 2016. (SCI Index, JCR Rank: Q1)
  10. A. Gupta, Y.-S. Ong and L. Feng. Multifactorial Evolution: Towards Evolutionary Multitasking. IEEE Transactions on Evolutionary Computation, Accepted, 2015. (SCI Index, JCR Rank: Q1)
  11. L. Feng, Y.-S. Ong, A. H. Tan and I. W. Tsang. Memes as Building Blocks: A Case Study on Evolutionary Optimization + Transfer Learning for Routing Problems.Memetic Computing Journal, Accepted, 2015. (SCI Index, JCR Rank: Q3)
  12. L. Feng, Y. S. Ong, X. Chen and C. Chen. Conceptual Modeling of Evolvable Local Searches in Memetic Algorithms using Linear Genetic Programming: A Case Study on Capacitated Vehicle Routing Problem. Soft Computing Journal, Accepted 2015.
  13. L. Feng, A.-H. Tan, M. -H. Lim, and S. Jiang. Band Selection for Hyperspectral Images Using Probabilistic Memetic Algorithm. Soft Computing, Accepted, 2014. (SCI Index, JCR Rank: Q3)
  14. L. Feng, Y.-S. Ong, M.-H. Lim, and Ivor W. Tsang. Memetic Search with Inter-Domain Learning: A Realization between CVRP and CARP. IEEE Transactions on Evolutionary Computation, Accepted, 2014. (SCI Index, JCR Rank: Q1)
  15. S. Jiang, Y.-S, Ong, J. Zhang and L. Feng. Consistencies or Contradictions of Performance Metrics in Multiobjective Optimization. IEEE Transactions on Cybernetics, Accepted, 2014. (SCI Index, JCR Rank: Q1)
  16. L. Feng, Y-S. Ong and M.-H. Lim. Extreme Learning Machine Guided Memetic Computation for Vehicle Routing. IEEE Intelligent System, Vol 28, No. 6, 2013. (SCI Index, JCR Rank: Q1)
  17. X. Chen, L. Feng, Y.-S. Ong. A Self-Adaptive Memeplexes Robust Search Scheme for Solving Stochastic Demands Vehicle Routing Problem. International Journal of Systems Science, 43:1347-1366, 2012. (SCI Index, JCR Rank: Q1)
  18. L. Feng, M. Qiu, Y. Wang, Q. Xiang, Y. Yang, K. Liu. A Fast Divisive Clustering Algorithm Using An Improved Discrete Particle Swarm Optimizer. Pattern Recognition Letter, Vol. 31, pp. 1216-1225, 2010. (SCI Index, JCR Rank: Q2)

Conference

  1. Y. Li, Z. Huang, J. Zhong, and L. Feng. Genetic Programming for Lifetime Maximization in Wireless Sensor Networks with Mobile Sink. the 11th International Conference on Simulated Evolution and Learning, November 10-13, 2017, Shenzhen, China.
  2. Kai Liu, L. Feng, Penglin Dai, Weiwei Wu, Victor Lee and Sang Son. A Memetic Algorithm for Cache aided Data Broadcast with Network Coding in Vehicular Networks. 2017 IEEE Global Communications Conference: Mobile and Wireless Networks, Singapore, December 4-8, 2017.
  3. L. Feng, W. Zhou, L. Zhou, S. W. Jiang, J. H. Zhong, B. S. Da, Z. X. Zhu, and Y. Wang. An Empirical Study of Multifactorial PSO and Multifactorial DE. IEEE Congress on Evolutionary Computation, Spain, June 5-8, 2017.
  4. L. Zhou, L. Feng, A. Gupta, Y.-S. Ong, K. Liu, C. Chen, E. Sha, B. Yang and B. W. Yan. Solving Dynamic Vehicle Routing Problem via Evolutionary Search with Learning Capability. IEEE Congress on Evolutionary Computation, Spain, June 5-8, 2017.
  5. K. Bali, A. Gupta, L. Feng, Y. S. Ong, and P. S. Tan. Linearized Domain Adaptation in Evolutionary Multitasking. IEEE Congress on Evolutionary Computation, Spain, June 5-8, 2017.
  6. J. Wang, K. Liu, P. Dai, E. Sha, L. Feng, C. Chen and C. Xiao. Cooperative Information Services Based on Predictable Trajectories in Bus VANETs. Proc. of the 18th IEEE International Conference on High Performance Computing and Communications (IEEE HPCC’16), Sydney, Australia, December 12-14 2016.
  7. L. Zhou, L. Feng, J. Zhong, Y. -S. Ong, Z. Zhu, E. Sha. Evolutionary Multitasking in Combinatorial Search Spaces: A Case Study in Capacitated Vehicle Routing Problem. The 2016 IEEE Symposium Series on Computational Intelligence, 2016.
  8. P. Dai, K. Liu, L. Feng, Q. Zhuge, V. Lee and S. Son. Towards Real-Time and Temporal Information Services in Vehicular Networks via Multi-Objective Optimization. Proc. of the 41st IEEE Conference on Local Computer Networks (IEEE LCN’16), Dubai, UAE, November7-10, 2016.
  9. Z. Ye, L. Feng, Y. S. Ong, K. Liu, C. Chen and E. Sha. A Preliminary Study on Distance Selection in Probabilistic Memetic Framework for Capacitated Arc Routing Problem. IEEE WCCI-CEC 2016, Vancouver, Canada.
  10. S. Jiang, L. Feng, K. H., Q. C. Nguyen, Y. S. Ong, A. N. Zhang and P. S. Tan. Adaptive Indicator-based Evolutionary Algorithm for Multi-objective Optimization Problems. IEEE WCCI-CEC 2016, Vancouver, Canada.
  11. S. Jiang, L. Feng, D. Yang, Y. S. Ong, A. N. Zhang, P. S. Tan, Z. Cai and C. K. Heng. Towards Adaptive Weight Vectors for Multi-objective Evolutionary Algorithm by Decomposition. IEEE WCCI-CEC 2016, Vancouver, Canada.
  12. Y. Hou, L. Feng and Y. S. Ong. Creating Human-Like Non-Player Game Characters using A Memetic Multi-Agent System. IEEE WCCI-IJCNN 2016, Vancouver, Canada.
  13. A. Gupta, Y. S. Ong, B. Da, L. Feng and D. Handoko. Landscape Synergy in Evolutionary Multitasking. IEEE WCCI-CEC 2016, Vancouver, Canada.
  14. B. Da, A. Gupta Y. S. Ong, and L. Feng. Evolutionary Multitasking across Single and Multi-Objective Formulations for Improved Problem Solving. IEEE WCCI-CEC 2016, Vancouver, Canada.
  15. B. Da, A. Gupta, Y.-S. Ong, L. Feng, and P. S. Tan. The Boon of Gene-Culture Interaction for Effective Evolutionary Multitasking. Australasian Conference on Artificial Life and Computational Intelligence (ACALCI 2016), Accepted, 2016.
  16. X. S. Chen, Y.-S. Ong, L. Feng, M. H. Lim, C. S. Chen and C S. Ho. Memetic Ant Colony System for Resource Gathering on Navigation Graph. The 17th Asia Pacific Symposium on Intelligent and Evolutionary Systems, 2013.
  17. L. Feng, Y.-S. Ong, Ivor W. H. Tsang, and A.-H.Tan. An Evolutionary Search Paradigm that Learns with Past Experiences. IEEE World Congress on Computation Intelligence, Congress on Evolutionary Computation 2012. (*Best Student Paper Award Nomination)
  18. L. Feng, Y.-S. Ong, A.-H. Tan and X. Chen. Towards Human-like Social Multi-agents with Memetic Automaton. IEEE Congress on Evolutionary Computation 2011, pp. 1092-1099, 2011.
  19. Z. Pan, L. Feng, Y.-S. Ong, Y. Kang, A.-H. Tan and C. Miao. Meme Selection, Variation and Transmission in Multi-agent System. World Automation Congress 2010, Kobe, Japan, pp. 1-6. 2010.
  20. L. Feng, Y.-S. Ong, Q. H. Nguyen and A.-H.Tan. Towards Probabilistic Memetic Algorithm: An Initial Study on Capacitated Arc Routing Problem. IEEE World Congress on Computational Intelligence, Congress on Evolutionary Computation 2010, Barcelona, Spain, pp. 18-23, 2010.
  21. L. Feng, Y. Yang and Y. Wang. A New Approach to Adapting Control Parameters in Differential Evolution Algorithm. The7th International Conference on Simulated Evolution And Learning (SEAL2008), pp. 21-30, 2008.

Academic Service

  • Member of IEEE Communication Association and IEEE Computational Intelligence Association
  • Member of CCF
  • Vice Chair of IEEE Computational Intelligence Society, Emergent Technologies Task Force on Memetic Computing

International Conference Theme and Competition Chair

  • Co-chair of the special session “Genetic programming and its applications” will be held at ICONIP 2017.
  • Co-chair of the competition: “Multifactorial Optimization: Evolutionary Single and Multi-Objective Multi-Tasking” , CEC 2017.
  • Co-chair of Special Session on Memetic Computing, IEEE CEC 2017, June 5–8, Donostia – San Sebastián, Spain, 2017.
  • Co-chair of Special Session on Memetic Computing, IEEE WCCI 2016, July 25–29, Vancouver, Canada, 2016.
  • Co-chair of Special Session on Optimization Neural Network via Evolutionary Computation and Swarm Intelligence, IEEE WCCI 2016, July 25–29, Vancouver, Canada, 2016.
  • Co-chair of Special Session on Multitasking and Knowledge Transfer in Evolutionary Computation,IEEE SSCI 2016,Dec. 6-9, Greece, 2016.

PC Member

  • ICONIP: International Conference on Neural Information Processing 2012
  • GECCO: The Genetic and Evolutionary Computation Conference 2015
  • GECCO: The Genetic and Evolutionary Computation Conference 2016
  • SSCI: IEEE Symposium Series on Computational Intelligence 2016

Academic Journal Review

  • IEEE Transactions on Evolutionary Computation
  • IEEE Transactions on Cybernetics
  • IEEE Transactions on Neural Networks and Learning Systems
  • Evolutionary Computation Journal
  • Computational Intelligence
  • Soft Computing
  • Information Science
  • Applied Soft Computing
  • Neurocomputing, etc.

International Conference Review

  • CEC: Congress on Evolutionary Computation
  • GECCO: The Genetic and Evolutionary Computation Conference
  • SEAL:International Conference on Simulated Evolution and Learning
  • IES:Asia Pacific Symposium on Intelligent and EvolutionarySystems
  • ICONIP: International Conference on Neural InformationProcessing
  • SMC: IEEE Systems, Man & Cybernetics Conference , etc.