Full bibliography

Publications

Journal articles, conference proceedings, and preprints in computational intelligence, evolutionary optimization, and smart grid engineering. See also Google Scholar.

94Total publications
60Journal articles
32Conference papers
2Preprints

Journals

60
  1. Advanced Sensing Materials and Their Applications for Power Sensors Accepted for publication. High Voltage, accepted.
  2. Exploration of Large-model-enabled IntelliSense Paradigms for Power Equipment Operation States Chinese title: 大模型赋能的电力装备运行状态智能感知新模式探索 Cheng He, Zixin Wang, Yuntian Zhou, Yonglin He, Chuanji Zhang, Hongbin Li, Shijie Cheng. High Voltage Engineering, 52(7), 3022-3039, 2026.
    PaperDOI: 10.13336/j.1003-6520.hve.20260171
  3. Reinforcement Learning Enhanced Zeroth-Order Optimization for Large-Scale Multiobjective Optimization Problems Yonglin He, Cheng He, Zhichao Lu, Ye Tian, Handing Wang, Yinglan Feng, Hongbin Li. Swarm and Evolutionary Computation, 108, 102514, 2026.
    DOI: 10.1016/j.swevo.2026.102514
  4. Online Evaluation of Measurement Uncertainty in Sensor Networks: A Case Study on Voltage Transformers Zihan Gao, Cheng He*, Chuanji Zhang, Cheng Cheng, Yuxuan Zhang, Hongbin Li. IEEE Transactions on Industrial Informatics, 1-12, 2026.
    PaperDOI: 10.1109/TII.2026.3665190
  5. A Universal Framework for Automatically Generating Single- and Multi-Objective Evolutionary Algorithms Ye Tian, Xuhong Qi, Shangshang Yang, Cheng He, Kay Chen Tan, Yaochu Jin, Xingyi Zhang. IEEE Transactions on Evolutionary Computation, 1-1, 2025.
    PaperDOI: 10.1109/TEVC.2025.3645645
  6. A Review of Instrument Transformer and Measurement Error Evaluation Technologies Chinese title: 高压电力互感器及其误差在线评估技术综述 Cheng He, Yuntian Zhou, Chuanji Zhang*, Hongbin Li. High Voltage Engineering, DOI: 10.13336/j.1003-6520.hve.20251064, 2025.
    Paper
  7. Development Strategy of Advanced Electrical Sensing Materials and Technologies Chinese title: 先进电工传感材料及技术发展战略 Cheng He, Weigen Chen*, Jun Hu, Han Peng, Xia Chen, Shijie Cheng. High Voltage Engineering, 51(8), 3846-3875, 2025.
    Paper
  8. Knowledge-assisted Approach for Contactless Current Measurement in Multiconductor Systems Chaojun Ma, Yingying Xu, Qing Chen, Yang Jiao, Zeming Qu, Cheng He*. IEEE Transactions on Industry Applications, 61(4), 6031-6041, 2025.
    DOI: 10.1109/TIA.2025.3545016
  9. Evolutionary Computation for Sparse Multi-Objective Optimization: A Survey Shuai Shao, Ye Tian, Yajie Zhang, Shangshang Yang, Panpan Zhang, Cheng He, Xingyi Zhang, Yaochu Jin. ACM Computing Surveys, 57(11), 289-324, 2025.
    DOI: 10.1145/3734865
  10. Surrogate-assisted Multiobjective Gene Selection for Cell Classification from Large-scale Single-cell RNA Sequencing Data Jianqing Lin, Cheng He, Hanjing Jiang, Yabing Huang*, Yaochu Jin. IEEE Transactions on Evolutionary Computation, 29(3), 601-615, 2025.
  11. Artificial Evolutionary Intelligence (AEI): Evolutionary Computation Evolves with Large Language Models Cheng He, Ye Tian*, Zhichao Lu. Journal of Membrane Computing, 7(2), 135-152, 2025.
    DOI: 10.1007/s41965-024-00172-x
  12. Variable Reconstruction for Evolutionary Expensive Large-scale Multiobjective Optimization and Its Application on Aerodynamic Design Jianqing Lin, Cheng He, Ye Tian, Linqiang Pan*. IEEE/CAA Journal of Automatica Sinica, 12(4), 719-733, 2025.
    DOI: 10.1109/JAS.2024.124947
  13. Computationally Expensive High-dimensional Multiobjective Optimization via Surrogate-assisted Reformulation and Decomposition Linqiang Pan, Jianqing Lin, Handing Wang, Cheng He*, Tan Kay Chen, Yaochu Jin. IEEE Transactions on Evolutionary Computation, 29(4), 921-935, 2025.
    DOI: 10.1109/TEVC.2024.3380327
  14. Unsupervised Online Poor Contact Detection in the Secondary Circuit of Voltage Transformers Xin Yan, Cheng He*, Chuanji Zhang, Cheng Cheng, Hongbin Li. Measurement, 240, 115543, 2025.
    DOI: 10.1016/j.measurement.2024.115543
  15. Large-Scale Multiobjective Evolutionary Algorithm Guided by Low-Dimensional Surrogates of Scalarization Functions Haoran Gu, Handing Wang, Cheng He, Bo Yuan, Yaochu Jin. Evolutionary Computation, 33(3), 309-334, 2025.
    DOI: 10.1162/evco_a_00354
  16. Knowledge-assisted Differential Evolution based Non-contact Voltage Measurement for Multiconductor Systems in Smart Grid Hongbin Li, Chaojun Ma, Qing Chen, Yang Jiao, Cheng He*. Advanced Engineering Informatics, 62: 102740, 2024.
  17. A Knowledge-based Cooperative Co-evolutionary Algorithm for Non-contact Voltage Measurement Hongbin Li, Chaojun Ma, Chuanji Zhang, Qing Chen, Cheng He*, Yaochu Jin. IEEE Transactions on Emerging Topics in Computational Intelligence, 8(2), 1142-1155, 2024.
  18. Large-scale Multiobjective Optimization via Reformulated Decision Variable Analysis Cheng He, Ran Cheng*, Lianghao Li, Kay Chen Tan, Yaochu Jin. IEEE Transactions on Evolutionary Computation, 28(1), 47-61, 2024. (ESI Highly Cited Paper)
  19. Clustering-based Genetic Offspring Generation for Solving Multi-Objective Optimization Problems with Intricate Pareto Sets Lianghao Li, Jianqing Lin, Cheng He, Linqiang Pan*. Applied Soft Computing, 154 (111341), 2024.
  20. Detecting Breakdowns in Capacitor Voltage Transformers: A Knowledge-assisted Online Approach Chuanji Zhang, Panpan Guo, Cheng Cheng, Cheng He, Linqiang Pan, Hongbin Li*. Measurement, 114197, 2024.
  21. Supervised Reconstruction for High-dimensional Expensive Multiobjective Optimization Hongbin Li, Jianqing Lin*, Cheng He, Qing Chen, Linqiang Pan*. IEEE Transactions on Emerging Topics in Computational Intelligence, 8(2), 1814-1827, 2024.
  22. An Inverse Design Method for Supercritical Airfoil Based on Conditional Generative Models Jing Wang, Runze Li, Cheng He, Haixin Chen, Ran Cheng, Chen Zhai, Miao Zhang. Chinese Journal of Aeronautics, 35(3), 62-74, 2022. CAJ 2021-2024 High-impact Paper
    CAJ 2021-2024 High-impact Paper
  23. A Physics-information-enabled Self-updating Method to Monitor Measurement Error of Capacitor Voltage Transformers Yuxuan Zhang, Chuanji Zhang, Cheng He, Hongbin Li, Qing Chen, Panpan Guo, Cheng Cheng. Measurement, 220, 113295, 2023.
  24. Guest Editorial for Special Issue "Emerging topics in evolutionary multiobjective optimization" Cheng He, Dunwei Gong, Tan Kay Chen. Complex & Intelligent Systems, 9, 1115-1116, 2023.
  25. Evolutionary Multiobjective Optimization via Efficient Sampling-based Offspring Generation Cheng He, Lianghao Li, Ran Cheng, Yaochu Jin. Complex & Intelligent Systems, 9, 4977-4993, 2023.
  26. A Pairwise Comparison Based Surrogate-Assisted Evolutionary Algorithm for Expensive Multi-objective Optimization Ye Tian, Jiaxing Hu, Cheng He, Haiping Ma, Limiao Zhang, Xingyi Zhang. Swarm and Evolutionary Computation, 80, 101323, 2023.
  27. Principled Design of Translation, Scale, and Rotation Invariant Variation Operators for Metaheuristics Ye Tian, Xingyi Zhang, Cheng He, Tan Kay Chen, Yaochu Jin. Chinese Journal of Electronics, 32(1), 111-129, 2023.
  28. RelativeNAS: Relative Neural Architecture Search via Slow-fast Learning Hao Tan, Ran Cheng*, Shihua Huang, Cheng He, Changxiao Qiu, Fan Yang, Ping Luo. IEEE Transactions on Neural Networks and Learning Systems, 34(1), 475-489, 2023.
  29. Adaptive Offspring Generation for Evolutionary Large-Scale Multiobjective Optimization Cheng He, Ran Cheng*, Danial Yazdani. IEEE Transactions on Systems, Man and Cybernetics: Systems, 52(2), 786-798, 2022. (ESI Highly Cited Paper)
    Code: MATLABCode: Python
  30. A Fast Sampling-Based Evolutionary Algorithm for Million-Dimensional Multiobjective Optimization Lianghao Li, Cheng He*, Ran Cheng, Hongbin Li, Linqiang Pan*, Yaochu Jin. Swarm and Evolutionary Computation, 75, 101181, 2022.
  31. Adaptive Multiobjective Evolutionary Algorithm for Large-Scale Transformer Ratio Error Estimation Changwu Huang, Lianghao Li, Cheng He*, Ran Cheng, Xin Yao. Memetic Computing, 14, 237-251, 2022.
  32. SoloGAN: Multi-domain Multimodal Unpaired Image-to-Image Translation via a Single Generative Adversarial Network Shihua Huang, Cheng He, Ran Cheng*. IEEE Transactions on Artificial Intelligence, 3(5), 722-737, 2022.
  33. Adaptive Dropout for High-dimensional Expensive Multiobjective Optimization Jianqing Lin, Cheng He, Ran Cheng*. Complex & Intelligent Systems, 8, 271-285, 2022.
  34. Adaptive Control of Sub-Populations in Evolutionary Dynamic Optimization Danial Yazdani, Ran Cheng*, Cheng He, Jurgen Branke. IEEE Transactions on Cybernetics, 52(7), 6476-6489, 2022.
  35. Paired Offspring Generation for Constrained Large-Scale Multiobjective Optimization Cheng He, Ran Cheng*, Ye Tian, Xingyi Zhang, Kay Chen Tan, Yaochu Jin. IEEE Transactions on Evolutionary Computation, 25(3), 448-462, 2021.
    Code: MATLAB
  36. Evolutionary Multiobjective Optimization Driven by Generative Adversarial Networks (GANs) Cheng He, Shihua Huang, Ran Cheng*, Kay Chen Tan, Yaochu Jin. IEEE Transactions on Cybernetics, 51(6), 3129-3142, 2021.
    Code: PythonPosterPPT
  37. Efficient Evolutionary Neural Architecture Search by Modular Inheritable Crossover Cheng He, Hao Tan, Shihua Huang, Ran Cheng*. Swarm and Evolutionary Computation, 64, 100894, 2021.
  38. Accelerating Multi-objective Neural Architecture Search by Random-weight Evaluation Shengran Hu, Ran Cheng, Cheng He, Zhichao Lu, Jing Wang, Miao Zhang. Complex & Intelligent Systems, 1-10, 2021.
  39. Flow Field Prediction of Supercritical Airfoils via Variational Autoencoder-Based Deep Learning Framework Jing Wang, Cheng He, Runze Li, Haixin Chen, Chen Zhai, Miao Zhang. Physics of Fluids, 33(8): 086108, 2021.
  40. Evolutionary Large-Scale Multi-objective Optimization: A Survey Ye Tian, Langchun Si, Xingyi Zhang*, Ran Cheng, Cheng He, Kay Chen Tan, Yaochu Jin. ACM Computing Surveys, 54(8), 1-34, 2021. (ESI Highly Cited Paper)
  41. A Gradient-guided Evolutionary Approach to Training Deep Neural Networks Shangshang Yang, Tian Ye, Cheng He, Xingyi Zhang, Tan Kay Chen, Yaochu Jin. IEEE Transactions on Neural Networks and Learning Systems, 33(9), 4861-4875, 2021.
  42. Pioneer Selection for Evolutionary Multiobjective Optimization with Discontinuous Feasible Region Lianghao Li, Cheng He*, Wenting Xu, Linqiang Pan*. Swarm and Evolutionary Computation, 65, 100932, 2021.
  43. A Kriging-Assisted Two-Archive Evolutionary Algorithm for Expensive Many-Objective Optimization Zhenshou Song, Handing Wang, Cheng He, Yaochu Jin. IEEE Transactions on Evolutionary Computation, 25(6), 1013-1027, 2021. (ESI Highly Cited Paper)
  44. Manifold Learning Inspired Mating Restriction for Evolutionary Multi-Objective Optimization with Complicated Pareto Sets Linqiang Pan, Lianghao Li, Ran Cheng, Cheng He*, Kay Chen Tan. IEEE Transactions on Cybernetics, 51(6), 3325-3337, 2021.
  45. Evolutionary Large-Scale Multiobjective Optimization for Ratio Error Estimation of Voltage Transformers Cheng He, Ran Cheng*, Chuanji Zhang, Ye Tian, Qin Chen, Xin Yao. IEEE Transactions on Evolutionary Computation, 24(5), 868-881, 2020.
    Code: MATLAB
  46. A Repository of Real-World Datasets for Data-Driven Evolutionary Multiobjective Optimization Cheng He, Ye Tian, Handing Wang, Yaochu Jin. Complex & Intelligent Systems, 6, 189-197, 2020.
    Code: Python
  47. Adaptive Simulated Binary Crossover for Rotated Multi-Objective Optimization Linqiang Pan, Wenting Xu, Lianghao Li, Cheng He*, Ran Cheng. Swarm and Evolutionary Computation, 60, 100759, 2020.
  48. Reformulating Preferences into Constraints for Evolutionary Multi- and Many-Objective Optimization Zhanglu Hou, Cheng He, Ran Cheng*. Information Sciences, 51(6), 541, 1-15, 2020.
  49. Constructing an Automatic Diagnosis and Severity-Classification Model for Acromegaly Using Facial Photographs by Deep Learning Yanguo Kong*, Xiangyi Kong*, Cheng He, Changsong Liu, Liting Wang, Lijuan Su, Jun Gao, Qi Guo, Ran Cheng*. Journal of Hematology & Oncology, 13(1): 1-4, 2020.
  50. Accelerating Large-scale Multiobjective Optimization via Problem Reformulation Cheng He, Lianghao Li, Ye Tian, Xingyi Zhang, Ran Cheng, Yaochu Jin, Xin Yao. IEEE Transactions on Evolutionary Computation, 23(6), 949-961, 2019. (ESI Highly Cited Paper)
    Code: MATLABPosterCode: Python
  51. Switching Ripple Suppressor Design of the Grid-Connected Inverters: A Perspective of Many-Objective Optimization with Constraints Handling Cheng He, Zhixiong Zhang, Jie Ye, Jinbang Xu, Linqiang Pan*. Swarm and Evolutionary Computation, 44, 293-303, 2019.
    Code: MATLAB
  52. A Subregion Division-Based Evolutionary Algorithm with Effective Mating Selection for Many-Objective Optimization Linqiang Pan, Lianghao Li, Cheng He*, Kay Chen Tan. IEEE Transactions on Cybernetics, 50(8), 3477-3490, 2019.
  53. A Multi-Stage Evolutionary Algorithm for Better Diversity Preservation in Multi-Objective Optimization Ye Tian, Cheng He, Ran Cheng, Xingyi Zhang. IEEE Transactions on Systems, Man and Cybernetics: Systems, 51(9), 5880-5894, 2019.
  54. A Classification-Based Surrogate-Assisted Evolutionary Algorithm for Expensive Many-Objective Optimization Linqiang Pan, Cheng He, Ye Tian, Handing Wang, Xingyi Zhang, Yaochu Jin*. IEEE Transactions on Evolutionary Computation, 23(1), 74-88, 2019. (ESI Highly Cited Paper)
    Code: MATLABCode: PythonPPT
  55. Guiding Evolutionary Multiobjective Optimization with Generic Front Modeling Ye Tian, Xingyi Zhang*, Ran Cheng*, Cheng He, Yaochu Jin. IEEE Transactions on Cybernetics, 50(3), 1106-1119, 2018.
  56. Model-based Evolutionary Algorithms: A Short Survey Ran Cheng*, Cheng He, Yaochu Jin, Xin Yao. Complex & Intelligent Systems, 4(4), 283-292, 2018.
  57. A Tissue P System Based Evolutionary Algorithm for Multi-Objective VRPTW Wenbo Dong, Kang Zhou, Huaqing Qi, Cheng He, Jun Zhang*. Swarm and Evolutionary Computation, 39, 310-322, 2018.
  58. A Radial Space Division Based Evolutionary Algorithm for Many-Objective Optimization Cheng He, Ye Tian, Yaochu Jin, Xingyi Zhang, Linqiang Pan*. Applied Soft Computing, 61, 603-621, 2017.
    Code: MATLABCode: PythonPPT
  59. A Region Division Based Diversity Maintaining Approach for Many-Objective Optimization Linqiang Pan, Cheng He, Ye Tian, Yansen Su, Xingyi Zhang*. Integrated Computer-Aided Engineering, 24(3), 279-296, 2017.
  60. A Novel Thermodynamic Model and Temperature Control Method of Laser Soldering Systems Zhihua Chen, Cheng He, Ying Zheng, Xiaolong Shi, Tao Song*. Mathematical Problems in Engineering, 2015.

Preprints

2
  1. Evolutionary Multi-scale Spatiotemporal Modeling for Predictive Maintenance of Capacitor Voltage Transformers in Smart Grids Xin Yan, Cheng He, Yonglin He, Chuanji Zhang, Hongbin Li, Yaochu Jin. SSRN Electronic Journal, 2026.
    DOI: 10.2139/ssrn.6689270
  2. Online Measurement Error Evaluation of Instrument Transformers under Renewable Power Fluctuations Zihan Gao, Cheng He, Chuanji Zhang, Cheng Cheng, Tianfu Huang, Hongbin Li. SSRN Electronic Journal, 2026.
    DOI: 10.2139/ssrn.7243282

Conferences

32
  1. Online State Evaluation Method for Non-contact Current Sensors in Conductor Tilt Scenarios Cheng He, Chuanji Zhang, Chaojun Ma, Wenjing Li, Cheng Zhang. Lecture Notes in Electrical Engineering, 229-240, 2026.
    DOI: 10.1007/978-981-95-6837-6_24
  2. A Lightweight Prediction Method for Biases in Capacitor Voltage Transformers Calibration Junchi Du, Chuanji Zhang, Zihan Gao, Jing Fang, Cheng He, Hongbin Li. 2025 4th International Conference on Energy Internet and Power Systems (ICEIPS), 284-289, 2025. [Best Paper Award]
    DOI: 10.1109/ICEIPS67524.2025.11381009
  3. Non-contact Voltage Measurement for High-voltage Transmission Systems Driven by Graph Convolutional Networks Zhen Wang, Lingyu Zhao, Xin Yan, Ruiming Yuan, Cheng He. 2025 7th International Conference on Data-driven Optimization of Complex Systems (DOCS), 18-24, 2025.
    DOI: 10.1109/DOCS67533.2025.11200711
  4. Evolutionary Asynchronous Optimization—A Novel Optimization Paradigm for Non-contact Voltage Measurement Ye Tian#, Cheng He#, Endi Cao, Yonglin He, Xingyi Zhang. 2025 IEEE Congress on Evolutionary Computation (CEC), 1-9, 2025.
    DOI: 10.1109/CEC65147.2025.11043101
  5. Surrogate Models are not Necessary for Black-Box Expensive Optimization Hongxiang Geng, Ye Tian*, Shangshang Yang, Xingyi Zhang, Cheng He. 2025 IEEE Congress on Evolutionary Computation (CEC), 1-9, 2025.
    DOI: 10.1109/CEC65147.2025.11043074
  6. A Performance Study of Surrogate-Assisted Large-scale Multiobjective Evolutionary Algorithms on GLSMOP Test Suite Haoran Gu, Cheng He, Handing Wang*. 2025 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2025.
    DOI: 10.1109/CEC65147.2025.11043099
  7. A Generic Non-Periodic Anomaly Detection Method for Secondary Circuits of Voltage Transformers Xin Yan, Ruiming Yuan, Ziqin Gao, Hongbin Li, Chuanji Zhang, Cheng He*. Communications in Computer and Information Science, 178-188, 2025.
    DOI: 10.1007/978-981-96-9585-0_15
  8. Anomaly Diagnosis of Dielectric Loss in Capacitor Voltage Transformer by Phase Angle Error Jing Fang, Ruiming Yuan, Ziqin Gao, Panpan Guo*, Cheng He, Chuanji Zhang. Communications in Computer and Information Science, 189-204, 2025.
    DOI: 10.1007/978-981-96-9585-0_16
  9. An Online Method for Monitoring Measurement Errors in Current Transformers Based on Outlier Detection and Optimization Cheng Cheng, Chuanji Zhang, Panpan Guo, Cheng He, Heng Zheng, Hongbin Li. 2024 8th International Conference on Power Energy Systems and Applications (ICoPESA), 205-210, 2024.
    DOI: 10.1109/ICoPESA61191.2024.10743824
  10. Balancing Convergence and Diversity in Meta-Heuristics for Calibration of Instrument Transformers Zihan Gao, Cheng He*, Chuanji Zhang, Hongbin Li. 2024 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2024.
  11. Reference Vector Guided Variables Selection for Expensive Large-Scale Multiobjective Optimization Jianqing Lin, Cheng He, Xueming Liu, Linqiang Pan*. 2024 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2024.
    DOI: 10.1109/CEC60901.2024.10611889
  12. Long Short-Term Memory Network Assisted Evolutionary Algorithm for Computational Expensive Multiobjective Optimization Cheng He, Hongbin Li*, Jianqing Lin, Zhichao Lu. 2023 IEEE Symposium Series on Computational Intelligence (IEEE-SSCI), 972-978, 2023.
  13. Magnetic Sensor Array-based Contactless Current Measurement for Multiconductor Systems Using Knowledge-Assisted Evolutionary Algorithm Chaojun Ma, Yingying Xu, Qing Chen, Yang Jiao, Zeming Qu, Cheng He*. 2023 IEEE Industry Applications Society Annual Meeting (IEEE-IAS), 1-10, 2023.
  14. Voltage Transformer Anomaly Detection Using LSTM Based Autoencoder Xin Yan, Cheng He*, Jing Yin, Chuanji Zhang, Hongbin Li. The 5th International Conference on Data-driven Optimization of Complex Systems (DOCS-2023), 1-6, 2023.
  15. Online Calibration of Instrument Transformers Considering the Time-Varying Impedance of Transmission Lines Zihan Gao, Chuanji Zhang*, Cheng Cheng, Cheng He*, Hongbin Li. The 5th International Conference on Data-driven Optimization of Complex Systems (DOCS-2023), 1-6, 2023.
  16. Two-Archive-Based Competitive Swarm Optimizer for Constrained Multiobjective Optimization Lianghao Li, Cheng He*, Jianqing Lin, Linqiang Pan. The 5th International Conference on Data-driven Optimization of Complex Systems (DOCS-2023), 1-6, 2023. [Best Student Paper Award]
  17. Impact of Spatial Encoding Methods on Differential Evolution: A Case Study on Non-contact Current Measurement Yonglin He, You Wu, Cheng He*, Hongbin Li, Chaojun Ma*. The 5th International Conference on Data-driven Optimization of Complex Systems (DOCS-2023), 1-6, 2023.
  18. A Comparison of Large-Scale MOEAs with Informed Initialization for Voltage Transformer Ratio Error Estimation Lianghao Li*, Cheng He, Hongbin Li. 17th International Conference on Bio-Inspired Computing: Theories and Applications (BIC-TA), 23(6): 222-232, 2022.
  19. FaPN: Feature-Aligned Pyramid Network for Dense Image Prediction Shihua Huang, Zhichao Lu, Ran Cheng, Cheng He. Proceedings of the IEEE/CVF International Conference on Computer Vision, 2021: 864-873.
  20. Large-Scale Multiobjective Optimization via Problem Decomposition and Reformulation Lianghao Li, Cheng He*, Ran Cheng, Linqiang Pan*. IEEE Congress on Evolutionary Computation (CEC), 23(6): 949-961, 2021.
  21. Population Sizing of Evolutionary Large-Scale Multiobjective Optimization Cheng He, Ran Cheng. Evolutionary Multi-Criterion Optimization (EMO), 2021: 41-52.
  22. Manifold Learning Inspired Mating Restriction for Evolutionary Constrained Multiobjective Optimization Lianghao Li, Cheng He*, Ran Cheng, Linqiang Pan. Evolutionary Multi-Criterion Optimization (EMO), 2021: 296-307.
  23. Operator-Adapted Evolutionary Large-Scale Multiobjective Optimization for Voltage Transformer Ratio Error Estimation Changwu Huang, Lianghao Li, Cheng He*, Ran Cheng, Xin Yao. Evolutionary Multi-Criterion Optimization (EMO), 2021: 672-683.
  24. Dimension Dropout for Evolutionary High-Dimensional Expensive Multiobjective Optimization Jianqing Lin, Cheng He, Ran Cheng*. Evolutionary Multi-Criterion Optimization (EMO), 2021: 567-579.
  25. Multi-objective Neural Architecture Search with Almost No Training Shengran Hu, Ran Cheng*, Cheng He, Zhichao Lu. Evolutionary Multi-Criterion Optimization (EMO), 2021: 492-503.
  26. Iterated Problem Reformulation for Evolutionary Large-Scale Multiobjective Optimization Cheng He, Ran Cheng*, Ye Tian, Xingyi Zhang. IEEE Congress on Evolutionary Computation (CEC), 2020: 1-8.
  27. Surrogate-Assisted Expensive Many-Objective Optimization by Model Fusion Cheng He, Ran Cheng*, Yaochu Jin, Xin Yao. IEEE Congress on Evolutionary Computation (CEC), 1672-1679, 2019.
  28. Efficient Evolutionary Deep Neural Architecture Search (NAS) by Noisy Network Morphism Mutation Yiming Chen, Tianci Pan, Cheng He*, Ran Cheng*. International Conference on Bio-Inspired Computing: Theories and Applications, 2019: 761-769.
  29. Efficient Evolutionary Neural Architecture Search (NAS) by Modular Inheritable Crossover Hao Tan, Cheng He*, Dexuan Tang, Ran Cheng*. Evolutionary Multi-Criterion Optimization (EMO), 2019: 497-508. [Best Paper Award]
  30. A Hybrid Surrogate-Assisted Evolutionary Algorithm for Computationally Expensive Many-Objective Optimization Kanzhen Wan, Cheng He, Auraham Camacho, Ke Shang, Ran Cheng, Hisao Ishibuchi*. IEEE Congress on Evolutionary Computation (CEC), 2018-2025, 2019.
  31. A Multi-objective Optimization Algorithm Based on Tissue P System for VRPTW Weiwei Dong, Kai Zhou, Huan Qi, Cheng He, Jinhua Zhang, Baoyu Song. Communications in Computer and Information Science, 285-301, 2016.
    DOI: 10.1007/978-981-10-3614-9_35
  32. An Improved Reference Point Sampling Method on Pareto Optimal Front Cheng He, Linqiang Pan*, Hang Xu, Ye Tian, Xingyi Zhang. IEEE Congress on Evolutionary Computation (CEC), 5230-5237, 2016.

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