Guodong Chen

According to our database, Guodong Chen authored at least 15 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Optimization of an Implicit Acquisition Function for Federated Bayesian Many-Task Optimization.

Qiqi Liu, Yaochu Jin, Guodong Chen

IEEE Trans. Evol. Comput., June, 2026

Rank-Based Learning and Local Model-Based Evolutionary Algorithm for High-Dimensional Expensive Multiobjective Problems.

Guodong Chen, Jiu Jimmy Jiao, Xiaoming Xue, Zhongzheng Wang

IEEE Trans. Syst. Man Cybern. Syst., May, 2026

Expensive Multiobjective Optimization Guided by Attention-Enhanced Generative Models.

Guodong Chen, Zhongzheng Wang, Qiqi Liu, Jiu Jimmy Jiao, Yaochu Jin

IEEE Trans. Neural Networks Learn. Syst., April, 2026

Brownian Bridge Augmented Surrogate Simulation and Injection Planning for Geological CO2 Storage.

Haoyue Bai, Guodong Chen, Wangyang Ying, Xinyuan Wang, Nanxu Gong, Sixun Dong, Giulia Pedrielli, Haoyu Wang, Haifeng Chen, Yanjie Fu

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Multi-Task Surrogate-Assisted Search with Bayesian Competitive Knowledge Transfer for Expensive Optimization.

Yi Lu, Xiaoming Xue, Kai Zhang, Liming Zhang, Guodong Chen, Chenming Cao, Piyang Liu, Kay Chen Tan

CoRR, October, 2025

Brownian Bridge Augmented Surrogate Simulation and Injection Planning for Geological CO₂ Storage.

Haoyue Bai, Guodong Chen, Wangyang Ying, Xinyuan Wang, Nanxu Gong, Sixun Dong, Giulia Pedrielli, Haoyu Wang, Haifeng Chen, Yanjie Fu

CoRR, May, 2025

Adaptive constraint-guided surrogate enhanced evolutionary algorithm for horizontal well placement optimization in oil reservoir.

Qinyang Dai, Liming Zhang, Peng Wang, Kai Zhang, Guodong Chen, Zhangxing Chen, Xiaoming Xue, Jian Wang, Chen Liu, Xia Yan, Piyang Liu, Dawei Wu, Guoyu Qin, Xingyu Liu

Comput. Geosci., 2025

Generative emulation and uncertainty quantification of geological CO2 storage with conditional diffusion models.

Zhongzheng Wang, Yuntian Chen, Guodong Chen, Qiang Zheng, Tianhao Wu, Dongxiao Zhang

Appl. Soft Comput., 2025

2024

Machine Learning-Accelerated Multi-Objective Design of Fractured Geothermal Systems.

Guodong Chen, Jiu Jimmy Jiao, Qiqi Liu, Zhongzheng Wang, Yaochu Jin

CoRR, 2024

Optimization of geological carbon storage operations with multimodal latent dynamic model and deep reinforcement learning.

Zhongzheng Wang, Yuntian Chen, Guodong Chen, Dongxiao Zhang

CoRR, 2024

2022

Affine Transformation-Enhanced Multifactorial Optimization for Heterogeneous Problems.

Xiaoming Xue, Kai Zhang, Kay Chen Tan, Liang Feng, Jian Wang, Guodong Chen, Xinggang Zhao, Liming Zhang, Jun Yao

IEEE Trans. Cybern., 2022

Surrogate-assisted level-based learning evolutionary search for heat extraction optimization of enhanced geothermal system.

Guodong Chen, Xin Luo, Chuanyin Jiang, Jiu Jimmy Jiao

CoRR, 2022

Data-driven evolutionary algorithm for oil reservoir well-placement and control optimization.

Guodong Chen, Xin Luo, Jiu Jimmy Jiao, Xiaoming Xue

CoRR, 2022

A radial basis function surrogate model assisted evolutionary algorithm for high-dimensional expensive optimization problems.

Guodong Chen, Kai Zhang, Xiaoming Xue, Liming Zhang, Chuanjin Yao, Jian Wang, Jun Yao

Appl. Soft Comput., 2022

2021

Efficient hierarchical surrogate-assisted differential evolution for high-dimensional expensive optimization.

Guodong Chen, Yong Li, Kai Zhang, Xiaoming Xue, Jian Wang, Qin Luo, Chuanjin Yao, Jun Yao

Inf. Sci., 2021