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 | 345 | 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 | 234 | 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 | 231 | 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 | 187 | 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 | 172 | 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 | 145 | 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 | 137 | 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 | 99* | 2017 |
Model-based Evolutionary Algorithms: A Short Survey R Cheng, C He, Y Jin, X Yao Complex & Intelligent Systems 4 (4), 283-292, 2018 | 83 | 2018 |
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 | 82 | 2019 |
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 | 79 | 2020 |
Guiding Evolutionary Multiobjective Optimization with Generic Front Modeling Y Tian, X Zhang, R Cheng, C He, Y Jin IEEE Transactions on Cybernetics, 2018 | 72 | 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 | 71 | 2017 |
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 | 68 | 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 | 66 | 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 | 57 | 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 | 51 | 2021 |
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 | 51 | 2021 |
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 | 48 | 2019 |
RelativeNAS: Relative neural architecture search via slow-fast learning H Tan, R Cheng, S Huang, C He, C Qiu, F Yang, P Luo IEEE Transactions on Neural Networks and Learning Systems, 2021 | 42 | 2021 |