Cheng He 何成

Research Grants

• 2022–2026: Error Mechanism, Mathematical Model, and Ratio Error Prediction of Measurement Devices based on Mass Data, Co-PI, National Key Research and Development Program of China.
• 2020–2022: Computationally Expensive Large-Scale Multi-Objective Optimization Driven by Generative Learning, PI, National Science Foundation of China.
• 2020–2024: Deep Learning Applied to Aerofoil Design, Co-PI, China.
• 2020–2022: Evolutionary Computation Based Deep Neural Architecture Search for Microchips, Co-PI, China.
• 2020–2022: Computational Intelligence based Error State Evaluating for Grouped Instrument Transformers: Key Technologies and Applications, PI, National Science Foundation of China.
• 2021–2022: Voltage Transformer Ratio Error Estimation Driven by Computational Intelligence, PI, Shenzhen.

Honors and Awards

• 2022: 2022中国商业联合会科学技术奖特等奖
• 2021: 2021 ACM SIGBio Rising Star Award
• 2020: SUSTech the 6th Presidential Outstanding Postdoctoral Award
• 2019: The 14th International Conference on Bio-inspired Computing: Theories and Applications (BIC-TA 2019) Best Paper Award

Professional Experience

Huazhong University of Science and Technology

Associate Professor — 03/2022 – present

Artificial/Computational Intelligence for Electrical and Electronic Engineering.

University of Science and Technology of China / Southern University of Science and Technology

Post-doc Research Fellow — 08/2018 – 07/2020

Large-scale optimization, neural architecture search, airfoil design.

Southern University of Science and Technology

Visiting Scholar — 03/2018 – 07/2018

Visiting scholar engaged in large-scale multiobjective optimization supervised by Professor Xin Yao.

University of Surrey

Visiting PhD Student — 2016 – 2017

Visiting student engaged in surrogate-assisted many-objective optimization supervised by Professor Yaochu Jin.

Editorial Service

• Associate Editor — Complex & Intelligent Systems, Springer. IF 5.3, JCR Q1.
• Associate Editor — IEEE Computational Intelligence Letters, IEEE Computational Intelligence Society.
• Editorial Board Member — Electronics, MDPI. IF 2.6, JCR Q1.
• Editorial Board Member — PloS One, Public Library of Science.

Education

Doctor of Philosophy

Huazhong University of Science and Technology — 09/2012 – 03/2018

Control Science and Engineering. Focus on many-objective optimization and its applications supervised by Professor Linqiang Pan.

Bachelor of Science

Wuhan University of Science and Technology — 09/2008 – 06/2012

Automation.