| 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 | 399 | 2018 |
| 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 | 310 | 2021 |
| 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 | 263 | 2019 |
| 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 | 225 | 2021 |
| 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, 2022 | 199 | 2022 |
| 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 | 186 | 2021 |
| 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 | 159 | 2021 |
| A Radial Space Division Based Evolutionary Algorithm for Many-Objective Optimization C He, Y Tian, Y Jin, ZX Zhang, L Pan Applied Soft Computing 61, 603-621, 2017 | 111* | 2017 |
| 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 | 100 | 2019 |
| Model-based Evolutionary Algorithms: A Short Survey R Cheng, C He, Y Jin, X Yao Complex & Intelligent Systems 4 (4), 283-292, 2018 | 97 | 2018 |
| 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 | 88 | 2020 |
| 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 | 88 | 2020 |
| Flow field prediction of supercritical airfoils via variational autoencoder based deep learning framework J Wang, C He, R Li, H Chen, C Zhai, M Zhang Physics of Fluids 33 (8), 2021 | 85 | 2021 |
| 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 | 85 | 2020 |
| Guiding Evolutionary Multiobjective Optimization with Generic Front Modeling Y Tian, X Zhang, R Cheng, C He, Y Jin IEEE Transactions on Cybernetics, 2018 | 82 | 2018 |
| 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 | 74 | 2017 |
| 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 | 67 | 2021 |
| 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, 2021 | 64 | 2021 |
| An inverse design method for supercritical airfoil based on conditional generative models W Jing, LI Runze, HE Cheng, C Haixin, C Ran, Z Chen, Z Miao Chinese Journal of Aeronautics 35 (3), 62-74, 2022 | 57 | 2022 |
| Adaptive dropout for high-dimensional expensive multiobjective optimization J Lin, C He, R Cheng Complex & Intelligent Systems 8 (1), 271-285, 2022 | 52 | 2022 |
