| A Classification-based Surrogate-assisted Evolutionary Algorithm for Expensive Many-objective Optimization L Pan, C He, Y Tian, H Wang, X Zhang, Y Jin IEEE Transactions on Evolutionary Computation 23 (1), 74-88, 2018 | 193 | 2018 |
| Accelerating Large-Scale Multiobjective Optimization via Problem Reformulation C He, L Li, Y Tian, X Zhang, R Cheng, Y Jin, X Yao IEEE Transactions on Evolutionary Computation 23 (6), 949-961, 2019 | 98 | 2019 |
| A Radial Space Division Based Evolutionary Algorithm for Many-Objective Optimization LP Cheng He, Ye Tian, Yaochu Jin, Xingyi Zhang Applied Soft Computing 61, 603-621, 2017 | 69* | 2017 |
| A Region Division Based Diversity Maintaining Approach for Many-objective Optimization L Pan, C He, Y Tian, Y Su, X Zhang Integrated Computer-Aided Engineering 24 (3), 279-296, 2017 | 60 | 2017 |
| Evolutionary Multiobjective Optimization Driven by Generative Adversarial Networks (GANs) C He, S Huang, R Cheng, KC Tan, Y Jin IEEE Transactions on Cybernetics 51 (6), 3129 - 3142, 2021 | 54 | 2021 |
| Model-based Evolutionary Algorithms: A Short Survey R Cheng, C He, Y Jin, X Yao Complex & Intelligent Systems 4 (4), 283-292, 2018 | 52 | 2018 |
| Adaptive Offspring Generation for Evolutionary Large-Scale Multiobjective Optimization C He, R Cheng, Y Danial IEEE Transactions On Systems, Man, and Cybernetics: Systems 52 (2), 786 - 798, 2020 | 37 | 2020 |
| Evolutionary Large-scale Multiobjective Optimization for Ratio Error Estimation of Voltage Transformers C He, R Cheng, C Zhang, Y Tian, Q Chen, X Yao IEEE Transactions on Evolutionary Computation 24 (5), 868-881, 2020 | 33 | 2020 |
| Guiding Evolutionary Multiobjective Optimization with Generic Front Modeling Y Tian, X Zhang, R Cheng, C He, Y Jin IEEE Transactions on Cybernetics, 2018 | 33 | 2018 |
| A Subregion Division-Based Evolutionary Algorithm With Effective Mating Selection for Many-Objective Optimization L Pan, L Li, C He, KC Tan IEEE Transactions on Cybernetics 50 (8), 3477-3490, 2019 | 30 | 2019 |
| A Repository of Real-world Datasets for Data-driven Evolutionary Multiobjective Optimization C He, Y Tian, H Wang, Y Jin Complex & Intelligent Systems 6 (1), 189-197, 2020 | 28 | 2020 |
| A Kriging-assisted Two-archive Evolutionary Algorithm for Expensive Many-objective Optimization Z Song, H Wang, C He, Y Jin IEEE Transactions on Evolutionary Computation 25 (6), 1013-1027, 2021 | 27 | 2021 |
| A Multi-Stage Evolutionary Algorithm for Better Diversity Preservation in Multi-Objective Optimization Y Tian, C He, R Cheng, X Zhang IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2019 | 27 | 2019 |
| Evolutionary Large-scale Multi-objective Optimization: A Survey Y Tian, L Si, X Zhang, R Cheng, C He, KC Tan, Y Jin ACM Computing Surveys (CSUR) 54 (8), 1-34, 2021 | 26 | 2021 |
| A tissue P system based evolutionary algorithm for multi-objective VRPTW W Dong, K Zhou, H Qi, C He, J Zhang Swarm and evolutionary computation 39, 310-322, 2018 | 25 | 2018 |
| FaPN: Feature-aligned pyramid network for dense image prediction S Huang, Z Lu, R Cheng, C He Proceedings of the IEEE/CVF International Conference on Computer Vision, 864-873, 2021 | 24 | 2021 |
| Adaptive simulated binary crossover for rotated multi-objective optimization L Pan, W Xu, L Li, C He, R Cheng Swarm and Evolutionary Computation 60, 100759, 2020 | 16 | 2020 |
| A Gradient-guided Evolutionary Approach to Training Deep Neural Networks S Yang, Y Tian, C He, X Zhang, KC Tan, Y Jin IEEE Transactions on Neural Networks and Learning Systems, 2021 | 15 | 2021 |
| An inverse design method for supercritical airfoil based on conditional generative models W Jing, LI Runze, HE Cheng, C Haixin, R Cheng, Z Chen, M Zhang Chinese Journal of Aeronautics 35 (3), 62-74, 2022 | 14 | 2022 |
| Paired Offspring Generation for Constrained Large-scale Multiobjective Optimization C He, R Cheng, Y Tian, X Zhang, KC Tan, Y Jin IEEE Transactions on Evolutionary Computation 25 (3), 448-462, 2020 | 14 | 2020 |
Ran Cheng (程然)Associate Professor, Southern University of Science and Technology (SUSTech)Verified email at sustech.edu.cn
