Personal information

Biography

Dr He received his Ph.D. degree from the Huazhong University of Science and Technology in 2018. Currently, he is an Associate Professor with the School of Electrical and Electronic Engineering, Huazhong University of Science and Technology. His main research interests are surrogate-assisted optimization, multi-objective optimization, large-scale optimization, the combination of deep learning and evolutionary algorithm, and real-world problems.

Activities

Employment (1)

Huazhong University of Science and Technology: Wuhan, Hubei, CN

2022-03-25 to present | Associate Professor (School of Electrical and Electronic Engineering)
Employment
Source: Self-asserted source
Cheng He

Education and qualifications (1)

Huazhong University of Science and Technology: Wuhan, Hubei, CN

2018-03-01 to present
Qualification
Source: Self-asserted source
Cheng He

Professional activities (2)

Institute of Electrical and Electronics Engineers: NJ, NJ, US

2023-12 to present | Senior Member (Computational Intelligence Society )
Membership
Source: Self-asserted source
Cheng He

China Computer Federation: Beijing, CN

2018-06-07 to present
Membership
Source: Self-asserted source
Cheng He

Funding (1)

生成学习驱动的昂贵大规模多目标优化

2020-01-01 to 2021-12-01 | Grant
National Natural Science Foundation of China (Beijing, CN)
GRANT_NUMBER:

61903178

Source: Self-asserted source
Cheng He via DimensionsWizard

Works (50 of 60)

Items per page:
Page 1 of 2

Unsupervised online poor contact detection in the secondary circuit of voltage transformers

Measurement
2025 | Journal article
Contributors: Yan, Xin; He, Cheng; Zhang, Chuanji; Cheng, Cheng; Li, Hongbin
Source: check_circle
Web of Science Researcher Profile Sync

Clustering-based genetic offspring generation for solving multi-objective optimization problems with intricate Pareto sets

Applied Soft Computing
2024 | Journal article
Contributors: Li, Lianghao; Lin, Jianqing; He, Cheng; Pan, Linqiang
Source: check_circle
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Detecting breakdowns in capacitor voltage transformers: A knowledge-assisted online approach

Measurement
2024 | Journal article
Contributors: Zhang, Chuanji; Guo, Panpan; Cheng, Cheng; He, Cheng; Pan, Linqiang; Li, Hongbin
Source: check_circle
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Knowledge-assisted differential evolution based non-contact voltage measurement for multiconductor systems in smart grid

Advanced Engineering Informatics
2024 | Journal article
Contributors: Li, Hongbin; Ma, Chaojun; Chen, Qing; Jiao, Yang; He, Cheng
Source: check_circle
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Large-Scale Multiobjective Optimization via Reformulated Decision Variable Analysis

IEEE Transactions on Evolutionary Computation
2024 | Journal article
Contributors: He, Cheng; Cheng, Ran; Li, Lianghao; Tan, Kay Chen; Jin, Yaochu
Source: check_circle
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Supervised Reconstruction for High-Dimensional Expensive Multiobjective Optimization

IEEE Transactions on Emerging Topics in Computational Intelligence
2024 | Journal article
Contributors: Li, Hongbin; Lin, Jianqing; Chen, Qing; He, Cheng; Pan, Linqiang
Source: check_circle
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A Knowledge-Based Cooperative Co-Evolutionary Algorithm for Non-Contact Voltage Measurement

IEEE Transactions on Emerging Topics in Computational Intelligence
2023 | Journal article
Contributors: Li, Hongbin; Ma, Chaojun; Zhang, Chuanji; Chen, Qing; He, Cheng; Jin, Yaochu
Source: check_circle
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A pairwise comparison based surrogate-assisted evolutionary algorithm for expensive multi-objective optimization

Swarm and Evolutionary Computation
2023 | Journal article
Contributors: Tian, Ye; Hu, Jiaxing; He, Cheng; Ma, Haiping; Zhang, Limiao; Zhang, Xingyi
Source: check_circle
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A physics-information-enabled self-updating method to monitor steady-state error of capacitor voltage transformers

Measurement
2023 | Journal article
Contributors: Zhang, Yuxuan; Zhang, Chuanji; He, Cheng; Li, Hongbin; Chen, Qing; Guo, PanPan; Cheng, Cheng
Source: check_circle
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Accelerating multi-objective neural architecture search by random-weight evaluation

Complex & Intelligent Systems
2023 | Journal article
Contributors: Hu, Shengran; Cheng, Ran; He, Cheng; Lu, Zhichao; Wang, Jing; Zhang, Miao
Source: check_circle
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Evolutionary multiobjective optimization via efficient sampling-based offspring generation

Complex & Intelligent Systems
2023 | Journal article
Contributors: He, Cheng; Li, Lianghao; Cheng, Ran; Jin, Yaochu
Source: check_circle
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Guest editorial for special issue "Emerging topics in evolutionary multiobjective optimization"

Complex & Intelligent Systems
2023 | Journal article
Contributors: He, Cheng; Gong, Dunwei; Tan, Kay Chen
Source: check_circle
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Principled Design of Translation, Scale, and Rotation Invariant Variation Operators for Metaheuristics

Chinese Journal of Electronics
2023 | Journal article
Contributors: Tian, Ye; Zhang, Xingyi; He, Cheng; Tan, Kay Chen; Jin, Yaochu
Source: check_circle
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RelativeNAS: Relative Neural Architecture Search via Slow-Fast Learning

IEEE Transactions on Neural Networks and Learning Systems
2023 | Journal article
Contributors: Tan, Hao; Cheng, Ran; Huang, Shihua; He, Cheng; Qiu, Changxiao; Yang, Fan; Luo, Ping
Source: check_circle
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A fast sampling based evolutionary algorithm for million-dimensional multiobjective optimization

Swarm and Evolutionary Computation
2022 | Journal article
Contributors: Li, Lianghao; He, Cheng; Cheng, Ran; Li, Hongbin; Pan, Linqiang; Jin, Yaochu
Source: check_circle
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Adaptive dropout for high-dimensional expensive multiobjective optimization

Complex & Intelligent Systems
2022 | Journal article
Contributors: Lin, Jianqing; He, Cheng; Cheng, Ran
Source: check_circle
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Adaptive multiobjective evolutionary algorithm for large-scale transformer ratio error estimation

Memetic Computing
2022 | Journal article
Contributors: Huang, Changwu; Li, Lianghao; He, Cheng; Cheng, Ran; Yao, Xin
Source: check_circle
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Adaptive Offspring Generation for Evolutionary Large-Scale Multiobjective Optimization

IEEE Transactions on Systems, Man, and Cybernetics: Systems
2022 | Journal article
Contributors: He, Cheng; Cheng, Ran; Yazdani, Danial
Source: check_circle
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An inverse design method for supercritical airfoil based on conditional generative models

Chinese Journal of Aeronautics
2022 | Journal article
Contributors: Wang, Jing; Li, Runze; He, Cheng; Chen, Haixin; Cheng, Ran; Zhai, Chen; Zhang, Miao
Source: check_circle
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SoloGAN: Multi-domain Multimodal Unpaired Image-to-Image Translation via a Single Generative Adversarial Network

ArXiv
2022 | Journal article
Contributors: Huang, Shihua; He, Cheng; Cheng, Ran
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A Gradient-Guided Evolutionary Approach to Training Deep Neural Networks

IEEE Transactions on Neural Networks and Learning Systems
2021 | Journal article
EID:

2-s2.0-85102255158

Part of ISSN: 21622388 2162237X
Contributors: Yang, S.; Tian, Y.; He, C.; Zhang, X.; Tan, K.C.; Jin, Y.
Source: Self-asserted source
Cheng He via Scopus - Elsevier

A Kriging-Assisted Two-Archive Evolutionary Algorithm for Expensive Many-Objective Optimization

IEEE Transactions on Evolutionary Computation
2021 | Journal article
EID:

2-s2.0-85104674150

Part of ISSN: 19410026 1089778X
Contributors: Song, Z.; Wang, H.; He, C.; Jin, Y.
Source: Self-asserted source
Cheng He via Scopus - Elsevier

Adaptive simulated binary crossover for rotated multi-objective optimization

Swarm and Evolutionary Computation
2021 | Journal article
EID:

2-s2.0-85089732966

Part of ISSN: 22106502
Contributors: Pan, L.; Xu, W.; Li, L.; He, C.; Cheng, R.
Source: Self-asserted source
Cheng He via Scopus - Elsevier
grade
Preferred source (of 2)‎

Efficient evolutionary neural architecture search by modular inheritable crossover

Swarm and Evolutionary Computation
2021 | Journal article
Contributors: He, Cheng; Tan, Hao; Huang, Shihua; Cheng, Ran
Source: check_circle
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Evolutionary Large-Scale Multi-Objective Optimization: A Survey

ACM Computing Surveys
2021 | Journal article
Contributors: Tian, Ye; Si, Langchun; Zhang, Xingyi; Cheng, Ran; He, Cheng; Tan, Kay Chen; Jin, Yaochu
Source: check_circle
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FaPN: Feature-aligned Pyramid Network for Dense Image Prediction

ArXiv
2021 | Journal article
Contributors: Huang, Shihua; Lu, Zhichao; Cheng, Ran; He, Cheng
Source: check_circle
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FaPN: Feature-aligned Pyramid Network for Dense Image Prediction

IEEE/CVF International Conference on Computer Vision (ICCV)
2021 | Conference paper
Contributors: Huang, Shihua; Lu, Zhichao; Cheng, Ran; He, Cheng
Source: check_circle
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Flow field prediction of supercritical airfoils via variational autoencoder based deep learning framework

Physics of Fluids
2021 | Journal article
Contributors: Wang, Jing; He, Cheng; Li, Runze; Chen, Haixin; Zhai, Chen; Zhang, Miao
Source: check_circle
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Large-scale Multiobjective Optimization via Problem Decomposition and Reformulation

IEEE Congress on Evolutionary Computation
2021 | Conference paper
Contributors: Li, Lianghao; He, Cheng; Cheng, Ran; Pan, Linqiang
Source: check_circle
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Pioneer selection for evolutionary multiobjective optimization with discontinuous feasible region

Swarm and Evolutionary Computation
2021 | Journal article
Contributors: Li, Lianghao; He, Cheng; Xu, Wenting; Pan, Linqiang
Source: check_circle
Web of Science Researcher Profile Sync

A repository of real-world datasets for data-driven evolutionary multiobjective optimization

Complex & Intelligent Systems
2020 | Journal article
Contributors: He, Cheng; Tian, Ye; Wang, Handing; Jin, Yaochu
Source: check_circle
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Adaptive Control of Subpopulations in Evolutionary Dynamic Optimization

IEEE Transactions on Cybernetics
2020 | Journal article
EID:

2-s2.0-85097929785

Part of ISSN: 21682275 21682267
Contributors: Yazdani, D.; Cheng, R.; He, C.; Branke, J.
Source: Self-asserted source
Cheng He via Scopus - Elsevier

Constructing an automatic diagnosis and severity-classification model for acromegaly using facial photographs by deep learning

Journal of Hematology and Oncology
2020 | Journal article
EID:

2-s2.0-85087472444

Part of ISSN: 17568722
Contributors: Kong, Y.; Kong, X.; He, C.; Liu, C.; Wang, L.; Su, L.; Gao, J.; Guo, Q.; Cheng, R.
Source: Self-asserted source
Cheng He via Scopus - Elsevier
grade
Preferred source (of 2)‎

Efficient Evolutionary Deep Neural Architecture Search (NAS) by Noisy Network Morphism Mutation

Communications in Computer and Information Science
2020 | Book chapter
Part of ISBN: 9789811534140
Part of ISBN: 9789811534157
Part of ISSN: 1865-0929
Part of ISSN: 1865-0937
Source: Self-asserted source
Cheng He
grade
Preferred source (of 2)‎

Efficient Evolutionary Neural Architecture Search (NAS) by Modular Inheritable Crossover

Communications in Computer and Information Science
2020 | Book chapter
Part of ISBN: 9789811534249
Part of ISBN: 9789811534256
Part of ISSN: 1865-0929
Part of ISSN: 1865-0937
Source: Self-asserted source
Cheng He
grade
Preferred source (of 2)‎

Evolutionary Large-Scale Multiobjective Optimization for Ratio Error Estimation of Voltage Transformers

IEEE Transactions on Evolutionary Computation
2020 | Journal article
Part of ISSN: 1089-778X
Part of ISSN: 1089-778X
Part of ISSN: 1941-0026
Source: Self-asserted source
Cheng He
grade
Preferred source (of 3)‎

Evolutionary Multi-Objective Optimization Driven by Generative Adversarial Networks

ArXiv
2020 | Journal article
Contributors: He, Cheng; Huang, Shihua; Cheng, Ran; Chen Tan, Kay; Jin, Yaochu
Source: check_circle
Web of Science Researcher Profile Sync

Evolutionary Multiobjective Optimization Driven by Generative Adversarial Networks (GANs)

IEEE Transactions on Cybernetics
2020 | Journal issue
Part of ISSN: 2168-2267
Part of ISSN: 2168-2275
Source: Self-asserted source
Cheng He
grade
Preferred source (of 2)‎

Evolutionary Multiobjective Optimization Driven by Generative Adversarial Networks (GANs)

ArXiv
2020 | Journal article
Contributors: He, Cheng; Huang, Shihua; Cheng, Ran; Chen Tan, Kay; Jin, Yaochu
Source: check_circle
Web of Science Researcher Profile Sync

Iterated Problem Reformulation for Evolutionary Large-Scale Multiobjective Optimization

2020 IEEE Congress on Evolutionary Computation, CEC 2020 - Conference Proceedings
2020 | Conference paper
EID:

2-s2.0-85092067953

Contributors: He, C.; Cheng, R.; Tian, Y.; Zhang, X.
Source: Self-asserted source
Cheng He via Scopus - Elsevier

Multi-objective Neural Architecture Search with Almost No Training

ArXiv
2020 | Journal article
Contributors: Hu, Shengran; Cheng, Ran; He, Cheng; Lu, Zhichao
Source: check_circle
Web of Science Researcher Profile Sync

Paired Offspring Generation for Constrained Large-scale Multiobjective Optimization

IEEE Transactions on Evolutionary Computation
2020 | Journal article
EID:

2-s2.0-85099107736

Part of ISSN: 19410026 1089778X
Contributors: He, C.; Cheng, R.; Tian, Y.; Zhang, X.; Tan, K.C.; Jin, Y.
Source: Self-asserted source
Cheng He via Scopus - Elsevier
grade
Preferred source (of 2)‎

Reformulating preferences into constraints for evolutionary multi- and many-objective optimization

Information Sciences
2020 | Journal article
EID:

2-s2.0-85087592185

Part of ISSN: 00200255
Contributors: Hou, Z.; He, C.; Cheng, R.
Source: Self-asserted source
Cheng He via Scopus - Elsevier
grade
Preferred source (of 2)‎

Guiding Evolutionary Multiobjective Optimization With Generic Front Modeling

IEEE Transactions on Cybernetics
2020-03 | Journal article
Part of ISSN: 2168-2267
Part of ISSN: 2168-2275
Source: Self-asserted source
Cheng He
grade
Preferred source (of 2)‎

A Multistage Evolutionary Algorithm for Better Diversity Preservation in Multiobjective Optimization

IEEE Transactions on Systems, Man, and Cybernetics: Systems
2019 | Journal article
Part of ISSN: 2168-2216
Part of ISSN: 2168-2232
Source: Self-asserted source
Cheng He

Accelerating Large-Scale Multiobjective Optimization via Problem Reformulation

IEEE Transactions on Evolutionary Computation
2019 | Journal article
Part of ISSN: 1089-778X
Part of ISSN: 1089-778X
Part of ISSN: 1941-0026
Source: Self-asserted source
Cheng He
grade
Preferred source (of 3)‎

Manifold Learning-Inspired Mating Restriction for Evolutionary Multiobjective Optimization With Complicated Pareto Sets

IEEE Transactions on Cybernetics
2019 | Journal article
Part of ISSN: 2168-2267
Part of ISSN: 2168-2275
Source: Self-asserted source
Cheng He

A Hybrid Surrogate-Assisted Evolutionary Algorithm for Computationally Expensive Many-Objective Optimization

2019 IEEE Congress on Evolutionary Computation (CEC)
2019-06 | Book chapter
Part of ISBN: 9781728121536
Source: Self-asserted source
Cheng He
grade
Preferred source (of 3)‎

Surrogate-Assisted Expensive Many-Objective Optimization by Model Fusion

2019 IEEE Congress on Evolutionary Computation (CEC)
2019-06 | Book chapter
Part of ISBN: 9781728121536
Source: Self-asserted source
Cheng He
grade
Preferred source (of 3)‎

A Subregion Division-Based Evolutionary Algorithm With Effective Mating Selection for Many-Objective Optimization

IEEE Transactions on Cybernetics
2019-04 | Journal issue
Part of ISSN: 2168-2267
Part of ISSN: 2168-2275
Source: Self-asserted source
Cheng He
grade
Preferred source (of 3)‎
Items per page:
Page 1 of 2

Peer review (524 reviews for 45 publications/grants)

Review activity for ACM computing surveys. (1)
Review activity for Advanced engineering informatics. (2)
Review activity for Advanced theory and simulations. (2)
Review activity for Advances in engineering software (1)
Review activity for Applied soft computing. (7)
Review activity for Complex & intelligent systems. (52)
Review activity for Concurrency and computation. (1)
Review activity for Connection science. (3)
Review activity for Energy. (2)
Review activity for Engineering applications of artificial intelligence. (5)
Review activity for Expert systems with applications. (4)
Review activity for Frontiers of Computer Science. (2)
Review activity for Heliyon. (1)
Review activity for IEEE access : (40)
Review activity for IEEE transactions on automation science and engineering. (1)
Review activity for IEEE transactions on big data. (3)
Review activity for IEEE transactions on cognitive and developmental systems. (1)
Review activity for IEEE transactions on cybernetics. (66)
Review activity for IEEE transactions on emerging topics in computational intelligence. (55)
Review activity for IEEE transactions on emerging topics in computing. (1)
Review activity for IEEE transactions on energy conversion. (1)
Review activity for IEEE transactions on evolutionary computation : (164)
Review activity for IEEE transactions on industrial informatics. (6)
Review activity for IEEE transactions on medical imaging. (1)
Review activity for IEEE transactions on neural networks and learning systems. (3)
Review activity for IEEE transactions on pattern analysis and machine intelligence. (1)
Review activity for IEEE transactions on systems, man, and cybernetics. (21)
Review activity for IEEE/ACM transactions on networking : (1)
Review activity for IEEE/CAA journal of automatica sinica. (6)
Review activity for Information sciences. (14)
Review activity for Intelligent transportation systems, IEEE transactions on. (2)
Review activity for International journal of automation and computing (1)
Review activity for International journal of green energy. (2)
Review activity for Journal of engineering design. (1)
Review activity for Journal of scheduling. (2)
Review activity for Journal of scheduling. (1)
Review activity for Memetic computing. (6)
Review activity for Memetic computing. (5)
Review activity for Natural computing. (1)
Review activity for Neurocomputing. (5)
Review activity for Science in China. (5)
Review activity for Soft computing. (1)
Review activity for Swarm and evolutionary computation. (22)
Review activity for Swarm intelligence. (1)
Review activity for Swarm intelligence. (1)