Cuie Yang

Cuie Yang

Professor, Northeastern University

Publications

Selected Publications

  1. Yang, Cuie., Ding, Jinliang., Jin, Yaochu., Chai, Tianyou., A Data Stream Ensemble Assisted Multifactorial Evolutionary Algorithm for Offline Data-driven Dynamic Optimization. Evolutionary Computation, 2023, \href{https://doi.org/10.1162/evco_a_00332}.
  2. Gao K, Yang C, Ding J, et al. Distributed Knowledge Transfer for Evolutionary Multitask Multimodal Optimization. IEEE Transactions on Evolutionary Computation, 2023. DOI: 10.1109/TEVC.2023.3291874
  3. Yang, Cuie., Xue, Bing., Tan, Kay Chen., Zhang, Mengjie Zhang., A Co-training Framework for Heterogeneous Heuristic Domain Adaptation. IEEE Transactions on Neural Networks and Learning Systems, 2022, DOI: 10.1109/TNNLS.2022.3212924.
  4. Yang, Cuie., Cheung, Yiu-ming, Ding, Jinliang., et al. Contrastive Learning Assisted-Alignment for Partial Domain Adaptation. IEEE Transactions on Neural Networks and Learning Systems, 2022, DOI: 10.1109/TNNLS.2022.3145034.
  5. Xue, Xiaoming., Yang, Cuie., Hu, Yao, et al. Evolutionary Sequential Transfer Optimization for Objective-Heterogeneous Problems. IEEE Transactions on Evolutionary Computation, 2021, DOI: 10.1109/TEVC.2021.3133874.
  6. Yang, Cuie., Cheung, Yiu-ming, Ding, Jinliang., and TAN, Kay Chen. Concept Drift-tolerant Transfer Learning in Dynamic Environments. IEEE Transactions on Neural Networks and Learning Systems, 2021, DOI: 10.1109/TNNLS. 2021.3054665.
  7. Yang, Cuie., Ding, Jinliang., Jin, Yaochu., and Chai, Tianyou. Off-line data-driven multi-objective optimization: knowledge transfer between surrogates and generation of final solutions. IEEE Transactions on Evolutionary Computation. 2020, 24(3), pp. 409-423.
  8. Ding, Jinliang., Yang, Cuie., Jin, Yaochu., and Chai, Tianyou. Generalized multi-tasking for evolutionary optimization of expensive problems. IEEE Transactions on Evolutionary Computation. 2019, 23(1): 44 - 58.
  9. Yang, Cuie., Ding, Jinliang., Jin, Yaochu.,et al. Multi-tasking multi-objective evolutionary operational indices optimization of beneficiation processes. IEEE Transactions on Automation Science and Engineering, 2019, 16(3): 1046-1057.
  10. Yang, Cuie., Ding, Jinliang., Jin, Yaochu, and Chai, Tianyou. Incremental Data-driven Optimization of Complex Systems in Nonstationary Environments. SCIENCE CHINA Information Sciences, 2019, 61(16): 129 - 205.
  11. Yang, Cuie., and Ding, Jinliang. Constrained dynamic multi-objective evolutionary optimization for operational indices of beneficiation process[J]. Journal of intelligent manufacturing, 2019, 30(7): 2701-2713.
  12. Ding, Jinliang, Yang, Cuie., Xiao, Qiong, et al. Dynamic evolutionary multiobjective optimization for raw ore allocation in mineral processing[J]. IEEE Transactions on Emerging Topics in Computational Intelligence, 2018, 3(1): 36-48.
  13. Ding, Jinliang, Yang, Cuie., Chen, Yuandong, Chai, Tianyou. Current Status and Prospects of Intelligent Optimization Decision System for Complex Industrial Processes. Journal of Automatica, 2018, 44(11): 1931-1943. (EI).
  14. Ding, Jinliang, Yang, Cuie., and Chai, Tianyou. “Recent progress on data-based optimization for mineral processing plants.” Engineering 3.2 (2017): 183-187.
  15. Ding, Jinliang, Yang, Cuie., Chen, Lipeng, Chai, Tianyou. Reference point based prediction for evolutionary dynamic multiobjective optimization. Journal of Automatica, 2017, 43(02):313-320.