Evolutionary Computation and Machine Learning Research Group: Publications

Our publications are organised by year, or you can see the full list here.

2025 2024 2023 2022 2021 2020
2019 2018 2017 2016 2015 2014
2013 2012 2011 2010 2009 2008
2007 2006 2005 2004 2003 2002
2001 2000 Older

Our 20 most recent publications:

  • Huang, J., Xue, B., Sun, Y., Zhang, M., & Yen, G. G. (2025) "Automated design of neural networks with multi-scale convolutions via multi-path weight sampling". Pattern Recognition, 165. doi:10.1016/j.patcog.2025.111605
  • Han, B., Li, H., Li, K., Zhai, J., Ren, W., Gang, S., . . . Xue, B. (2025) "Uncovering the commodification of food in rural Chinese households". Journal of Rural Studies, 118. doi:10.1016/j.jrurstud.2025.103693
  • Xie, C., Xue, B., Yang, M., Zhang, M., Xu, Z., Wang, J., . . . Liu, Y. (2025) "Evolutionary neural architecture search for automatically designing CNN-GRU-Attention neural networks for turntable servo systems". Expert Systems with Applications, 283. doi:10.1016/j.eswa.2025.127765
  • Li, N., Ma, L., Wang, R., Cheng, S., Sun, Y., Xue, B., & Zhang, M. (2025) "Listwise ranking predictor for evolutionary neural architecture search". Swarm and Evolutionary Computation, 96. doi:10.1016/j.swevo.2025.101956
  • Zheng, Y., Zhang, F., Gao, X., & Ma, J. (2025) "Bagging-based ensemble classifiers using multi-objective genetic programming". Memetic Computing, 17(2). doi:10.1007/s12293-025-00444-8
  • Xu, M., Mei, Y., Zhang, F., & Zhang, M. (2025) "Learn to optimise for job shop scheduling: a survey with comparison between genetic programming and reinforcement learning". Artificial Intelligence Review, 58(6). doi:10.1007/s10462-024-11059-9
  • Jia, K., Zhang, F., Gao, X., & Ma, J. (2025) "Archive-based multiple feature construction method using adaptive genetic programming". Memetic Computing, 17(2). doi:10.1007/s12293-025-00453-7
  • Huang, Z., Mei, Y., Zhang, F., Zhang, M., & Banzhaf, W. (2025) "Cross-Representation Genetic Programming: A Case Study on Tree-based and Linear Representations". Evol Comput, 1-28. doi:10.1162/evco.a.25
  • Wang, C., Chen, Q., Xue, B., & Zhang, M. (2025) "Semantics-guided multi-task genetic programming for multi-output regression". Pattern Recognition, 161. doi:10.1016/j.patcog.2024.111289
  • Lee, A., Gomes, H. M., Zhang, Y., & Bastiaan Kleijn, W. (2025) "Kolmogorov-Arnold Networks Still Catastrophically Forget but Differently from MLP". Proceedings of the AAAI Conference on Artificial Intelligence, 39(17), 18053-18061. doi:10.1609/aaai.v39i17.33986
  • Zhang, T., Bi, Y., Liang, J., Xue, B., & Zhang, M. (2025) "Multi-objective genetic programming based on decomposition for feature learning in image classification". Swarm and Evolutionary Computation, 94. doi:10.1016/j.swevo.2025.101875
  • Alvarez, I. M., Nguyen, T. B., Browne, W. N., & Zhang, M. (2025) "A Layered Learning Approach to Scaling in Learning Classifier Systems for Boolean Problems". Evolutionary computation, 33(1), 115-140. doi:10.1162/evco_a_00351
  • Xie, C., Xue, B., Zhang, M., Chen, S., & Liu, Y. (2025) "Evolving temporal convolutional neural networks for modeling turntable servo systems". Applied Soft Computing, 172. doi:10.1016/j.asoc.2025.112800
  • Lin, B. C., Mei, Y., & Zhang, M. (2025) "Automated design of state transition rules in ant colony optimization by genetic programming: a comprehensive investigation". Memetic Computing, 17(1). doi:10.1007/s12293-025-00435-9
  • Culpi Mann, E., Gomes, H. M., Williamson, A. J., & Castelo Branco, M. (2025) "A decade of biodiversity conservation: insights into corporate social responsibility in an emerging market context". International Journal of Emerging Markets, 20(3), 1170-1189. doi:10.1108/IJOEM-05-2022-0744
  • Gomes, H. M., Lee, A., Gunasekara, N., Sun, Y., Cassales, G. W., Liu, J., . . . Bifet, A. (2025) "CapyMOA: Efficient Machine Learning for Data Streams in Python". __. doi:10.48550/arxiv.2502.07432
  • Sun, Y., Gomes, H. M., Pfahringer, B., & Bifet, A. (2025) "Evaluation for Regression Analyses on Evolving Data Streams". __. doi:10.48550/arxiv.2502.07213
  • Zhao, J., Xue, B., & Zhang, M. (2025) "SALENet: Structure-Aware Lighting Estimations from a Single Image for Indoor Environments". IEEE Transactions on Image Processing. doi:10.1109/TIP.2024.3512381
  • Zhang, M. (2025) "2025 IEEE CIS Awards [Society Briefs]". IEEE Computational Intelligence Magazine, 20(1), 9-12. doi:10.1109/mci.2024.3505334
  • Wang, F., Zuo, X., Huang, H., & Chen, G. (2025) "ADBA: Approximation Decision Boundary Approach for Black-Box Adversarial Attacks". __. doi:10.1609/aaai.v39i7.32821
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