Publications（论文）

Selected Publications (peer-reviewed)                                       

  1. H. Zhang, J. Sun*, K. Tan and Z. Xu. Learning Adaptive Differential Evolution by Natural Evolution Strategies. IEEE Transactions on Emerging Topics in Computational  Intelligence, accepted for publication, DOI: 10.1109/TETCI.2022.3210927, 2022. 
  2. H. Zhang, J. Sun*, Y. Wang, J. Shi and Z. Xu. Variational Reinforcement Learning for Hyper-Parameter Tuning of Adaptive Evolutionary Algorithm. IEEE Transactions on  Emerging Topics in Computational Intelligence, accepted for publication, DOI: 10.1109/TETCI.2022.3221483, 2022. 
  3. H. Zhang, J. Sun*, T. Bäck, Q. Zhang and Z. Xu. Controlling Sequential Hybrid Evolutionary Algorithm by Q-Learning. IEEE Computational Intelligence Magazine, accepted for publication, DOI: 10.1109/MCI.2022.3222057, 2022. 
  4. Y. Zhang, J. Sun*, J. Xue, G. Li and Z. Xu. Deep Expectation-Maximization for Joint MIMO Channel Estimation and Signal Detection. IEEE Transactions on Signal Processing, vol. 70, pp. 4483-4497, 2022, doi: 10.1109/TSP.2022.3205478. 
  5. J. Sun, W. Zheng*, Q. Zhang and Z. Xu, “Graph neural network encoding for community detection in attribute networks,”  IEEE Transactions on Cybernetics, 52(8):7791-7804, 2022. 
  6. W. Zheng, J. Sun*, Q. Zhang and Z. Xu, “Continuous encoding for overlapping Community Detection in Attributed Network”, IEEE Transactions on  Cybernetics, early access, 2022.
  7. J. Sun, X. Liu*, T. Bäck and Z. Xu. Learning Adaptive Differential Evolution Algorithm from Optimization Experiences by Policy Gradient. IEEE Transactions on Evolutionary Computation, vol. 25, no. 4, pp. 666-680, Aug. 2021, doi: 10.1109/TEVC.2021.3060811.
  8. J. Sun, Y. Zhang, J. Xue* and Z. Xu. Learning to Search for MIMO Detection. IEEE Transactions on Wireless Communications, vol. 19, no. 11, pp. 7571-7584, Nov. 2020, doi: 10.1109/TWC.2020.3012785. 
  9. J. Sun, A. Zhou, S. Keates and S. Liao, “Simultaneous Bayesian Clustering and Feature Selection Through Student t’s Mixtures Model”, IEEE Transactions on Neural Networks and Learning Systems, 29(4): 1187 - 1199, 2018
  10. A. Zhou, J. Sun and Q. Zhang, “An Estimation of Distribution Algorithm Incorporating Both Cheap and Expensive Local Search for Global Optimization”, IEEE Transactions on Evolutionary Computation, 19(6): 807-822, 2015,
  11. J. Sun and S. Keates, “Canonical Correlation Analysis on Data with Censoring and Error Information”, IEEE Transactions on Neural Network and Learning Systems, 24(12): 1909-1919, 2013. 
  12. J. Sun, Q. Zhang and X. Yao, “Meta-Heuristic Combining Prior, Online and Offline Information for the Quadratic Assignment Problem”, IEEE Transactions on Cybernetics, 44(3): 429-444, 2013. 
  13. L.R. Band*, D.M. Wells*, A. Larrieu*, J. Sun*, A.M. Middleton, A.P. French, G. Brunoud, E.M. Sato, M.H. Wilson, B. Peret, M. Oliva, R. Swarup, I. Sairanen, G. Parry, K. Ljung, T. Beeckman, J.M. Garibaldi, M. Estelle, M.R. Owen, K. Vissenberg, T.C. Hodgman, T.P. Pridmore, J.R. King, T. Vernoux, and M.J. Bennett, “Root Gravitropism is regulated by a transient lateral Auxin gradient dependent on root angle”, Proceedings of the National Academy of Sciences, 109(12): 4668-4673, 2012 (* joint first author). 
  14. J. Sun, J.M. Garibaldi and K. Kenobi, “Robust Bayesian Clustering for Datasets with Repeated Measures”, IEEE/ACM Transactions on Computational Biology and   Bioinformatics, 9(5):1504-1514, Sept. 2012. 
  15. J. Sun, J.M. Garibaldi, and C. Hodgman, “Parameter Estimation Using Meta-Heuristics in Systems Biology: A Comprehensive Review”, IEEE/ACM Transactions on Computational Biology and Bioinformatics, 9(1):185-202, March 2011.
  16. J. Sun and A. Kaban, “A Fast Algorithm for Robust Mixtures in the Presence of Measurement Errors”, IEEE/ACM Transactions on Neural Networks, 21(8): 1206-1220, 2010. 
  17. Q. Zhang, J. Sun, G. Xiao and E.P.K. Tsang, “Evolutionary Algorithm Refining a Heuristic: A Hybrid Method for Shared Path Protection in WDM Networks under SRLGConstraints”, IEEE Trans. on Systems, Man and Cybernetics, Part B, 37(1), pp. 51-61, February, 2007.
  18. Q. Zhang, J. Sun and E.P.K. Tsang, “Evolutionary Algorithm with the Guided Mutation for the Maximum Clique Problem”, IEEE Transactions on Evolutionary Computation, 9(2), pp. 191-201, 2005.