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Cheng He
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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
3362018
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
2232019
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
2072021
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
1852021
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
1642022
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
1342021
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
1322021
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
95*2017
Model-based Evolutionary Algorithms: A Short Survey
R Cheng, C He, Y Jin, X Yao
Complex & Intelligent Systems 4 (4), 283-292, 2018
822018
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
792019
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
752020
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
712017
Guiding Evolutionary Multiobjective Optimization with Generic Front Modeling
Y Tian, X Zhang, R Cheng, C He, Y Jin
IEEE Transactions on Cybernetics, 2018
702018
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
672020
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
652020
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
572021
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
492021
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
482021
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
472019
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
412021
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