Cheng He

Orcid: 0000-0003-4218-8454

Affiliations:
  • Southern University of Science and Technology, Shenzhen, China


According to our database1, Cheng He authored at least 53 papers between 2016 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
A Knowledge-Based Cooperative Co-Evolutionary Algorithm for Non-Contact Voltage Measurement.
IEEE Trans. Emerg. Top. Comput. Intell., April, 2024

Supervised Reconstruction for High-Dimensional Expensive Multiobjective Optimization.
IEEE Trans. Emerg. Top. Comput. Intell., April, 2024

Large-Scale Multiobjective Optimization via Reformulated Decision Variable Analysis.
IEEE Trans. Evol. Comput., February, 2024

Clustering-based genetic offspring generation for solving multi-objective optimization problems with intricate Pareto sets.
Appl. Soft Comput., 2024

Knowledge-assisted differential evolution based non-contact voltage measurement for multiconductor systems in smart grid.
Adv. Eng. Informatics, 2024

Reference Vector Guided Variables Selection for Expensive Large-Scale Multiobjective Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2024

2023
A pairwise comparison based surrogate-assisted evolutionary algorithm for expensive multi-objective optimization.
Swarm Evol. Comput., July, 2023

RelativeNAS: Relative Neural Architecture Search via Slow-Fast Learning.
IEEE Trans. Neural Networks Learn. Syst., 2023

Long Short-Term Memory Network Assisted Evolutionary Algorithm for Computationally Expensive Multiobjective Optimization.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

2022
Adaptive Offspring Generation for Evolutionary Large-Scale Multiobjective Optimization.
IEEE Trans. Syst. Man Cybern. Syst., 2022

A Gradient-Guided Evolutionary Approach to Training Deep Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., 2022

Adaptive Control of Subpopulations in Evolutionary Dynamic Optimization.
IEEE Trans. Cybern., 2022

SoloGAN: Multi-domain Multimodal Unpaired Image-to-Image Translation via a Single Generative Adversarial Network.
IEEE Trans. Artif. Intell., 2022

A fast sampling based evolutionary algorithm for million-dimensional multiobjective optimization.
Swarm Evol. Comput., 2022

Adaptive multiobjective evolutionary algorithm for large-scale transformer ratio error estimation.
Memetic Comput., 2022

Evolutionary Large-Scale Multi-Objective Optimization: A Survey.
ACM Comput. Surv., 2022

A Comparison of Large-Scale MOEAs with Informed Initialization for Voltage Transformer Ratio Error Estimation.
Proceedings of the Bio-Inspired Computing: Theories and Applications, 2022

2021
A Multistage Evolutionary Algorithm for Better Diversity Preservation in Multiobjective Optimization.
IEEE Trans. Syst. Man Cybern. Syst., 2021

A Kriging-Assisted Two-Archive Evolutionary Algorithm for Expensive Many-Objective Optimization.
IEEE Trans. Evol. Comput., 2021

Paired Offspring Generation for Constrained Large-Scale Multiobjective Optimization.
IEEE Trans. Evol. Comput., 2021

Manifold Learning-Inspired Mating Restriction for Evolutionary Multiobjective Optimization With Complicated Pareto Sets.
IEEE Trans. Cybern., 2021

Evolutionary Multiobjective Optimization Driven by Generative Adversarial Networks (GANs).
IEEE Trans. Cybern., 2021

Adaptive simulated binary crossover for rotated multi-objective optimization.
Swarm Evol. Comput., 2021

Pioneer selection for evolutionary multiobjective optimization with discontinuous feasible region.
Swarm Evol. Comput., 2021

Efficient evolutionary neural architecture search by modular inheritable crossover.
Swarm Evol. Comput., 2021

Accelerating Multi-Objective Neural Architecture Search by Random-Weight Evaluation.
CoRR, 2021

Principled Design of Translation, Scale, and Rotation Invariant Variation Operators for Metaheuristics.
CoRR, 2021

FaPN: Feature-aligned Pyramid Network for Dense Image Prediction.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Dimension Dropout for Evolutionary High-Dimensional Expensive Multiobjective Optimization.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2021

Manifold Learning Inspired Mating Restriction for Evolutionary Constrained Multiobjective Optimization.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2021

Operator-Adapted Evolutionary Large-Scale Multiobjective Optimization for Voltage Transformer Ratio Error Estimation.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2021

Multi-objective Neural Architecture Search with Almost No Training.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2021

Population Sizing of Evolutionary Large-Scale Multiobjective Optimization.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2021

Large-scale Multiobjective Optimization via Problem Decomposition and Reformulation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2021

2020
Evolutionary Large-Scale Multiobjective Optimization for Ratio Error Estimation of Voltage Transformers.
IEEE Trans. Evol. Comput., 2020

Guiding Evolutionary Multiobjective Optimization With Generic Front Modeling.
IEEE Trans. Cybern., 2020

A Subregion Division-Based Evolutionary Algorithm With Effective Mating Selection for Many-Objective Optimization.
IEEE Trans. Cybern., 2020

Reformulating preferences into constraints for evolutionary multi- and many-objective optimization.
Inf. Sci., 2020

Multimodal Image-to-Image Translation via a Single Generative Adversarial Network.
CoRR, 2020

Iterated Problem Reformulation for Evolutionary Large-Scale Multiobjective Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019
A Classification-Based Surrogate-Assisted Evolutionary Algorithm for Expensive Many-Objective Optimization.
IEEE Trans. Evol. Comput., 2019

Accelerating Large-Scale Multiobjective Optimization via Problem Reformulation.
IEEE Trans. Evol. Comput., 2019

Switching ripple suppressor design of the grid-connected inverters: A perspective of many-objective optimization with constraints handling.
Swarm Evol. Comput., 2019

Evolutionary Multi-Objective Optimization Driven by Generative Adversarial Networks (GANs).
CoRR, 2019

A Hybrid Surrogate-Assisted Evolutionary Algorithm for Computationally Expensive Many-Objective Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Surrogate-Assisted Expensive Many-Objective Optimization by Model Fusion.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Efficient Evolutionary Neural Architecture Search (NAS) by Modular Inheritable Crossover.
Proceedings of the Bio-inspired Computing: Theories and Applications, 2019

Efficient Evolutionary Deep Neural Architecture Search (NAS) by Noisy Network Morphism Mutation.
Proceedings of the Bio-inspired Computing: Theories and Applications, 2019

2018
A tissue P system based evolutionary algorithm for multi-objective VRPTW.
Swarm Evol. Comput., 2018

2017
A region division based diversity maintaining approach for many-objective optimization.
Integr. Comput. Aided Eng., 2017

A radial space division based evolutionary algorithm for many-objective optimization.
Appl. Soft Comput., 2017

2016
An improved reference point sampling method on Pareto optimal front.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

A Multi-objective Optimization Algorithm Based on Tissue P System for VRPTW.
Proceedings of the Bio-inspired Computing - Theories and Applications, 2016


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