| Affine transformation-enhanced multifactorial optimization for heterogeneous problems X Xue, K Zhang, KC Tan, L Feng, J Wang, G Chen, X Zhao, L Zhang, ... IEEE Transactions on Cybernetics 52 (7), 6217-6231, 2020 | 120 | 2020 |
| Multifidelity genetic transfer: an efficient framework for production optimization F Yin, X Xue, C Zhang, K Zhang, J Han, BX Liu, J Wang, J Yao SPE Journal 26 (04), 1614-1635, 2021 | 78 | 2021 |
| Global and local surrogate-model-assisted differential evolution for waterflooding production optimization G Chen, K Zhang, L Zhang, X Xue, D Ji, C Yao, J Yao, Y Yang SPE Journal 25 (01), 105-118, 2020 | 61 | 2020 |
| Efficient hierarchical surrogate-assisted differential evolution for high-dimensional expensive optimization G Chen, Y Li, K Zhang, X Xue, J Wang, Q Luo, C Yao, J Yao Information Sciences 542, 228-246, 2021 | 37 | 2021 |
| Surrogate-assisted evolutionary algorithm with dimensionality reduction method for water flooding production optimization G Chen, K Zhang, X Xue, L Zhang, J Yao, H Sun, L Fan, Y Yang Journal of Petroleum Science and Engineering 185, 106633, 2020 | 36 | 2020 |
| Surrogate-assisted differential evolution for production optimization with nonlinear state constraints X Zhao, K Zhang, G Chen, X Xue, C Yao, J Wang, Y Yang, H Zhao, J Yao Journal of Petroleum Science and Engineering 194, 107441, 2020 | 17 | 2020 |
| A radial basis function surrogate model assisted evolutionary algorithm for high-dimensional expensive optimization problems G Chen, K Zhang, X Xue, L Zhang, C Yao, J Wang, J Yao Applied Soft Computing 116, 108353, 2022 | 16 | 2022 |
| A topology-based single-pool decomposition framework for large-scale global optimization X Xue, K Zhang, R Li, L Zhang, C Yao, J Wang, J Yao Applied Soft Computing 92, 106295, 2020 | 13 | 2020 |
| Self-adaptive multifactorial evolutionary algorithm for multitasking production optimization J Yao, Y Nie, Z Zhao, X Xue, K Zhang, C Yao, L Zhang, J Wang, Y Yang Journal of Petroleum Science and Engineering 205, 108900, 2021 | 10 | 2021 |
| Surrogate-reformulation-assisted multitasking knowledge transfer for production optimization C Zhong, K Zhang, X Xue, J Qi, L Zhang, C Yao, Y Yang, J Wang, J Yao, ... Journal of Petroleum Science and Engineering 208, 109486, 2022 | 9 | 2022 |
| A divide-and-conquer optimization paradigm for waterflooding production optimization X Xue, G Chen, K Zhang, L Zhang, X Zhao, L Song, M Wang, P Wang Journal of Petroleum Science and Engineering 211, 110050, 2022 | 7 | 2022 |
| Dynamic production optimization based on transfer learning algorithms JK Desbordes, K Zhang, X Xue, X Ma, Q Luo, Z Huang, S Hai, Y Jun Journal of Petroleum Science and Engineering 208, 109278, 2022 | 7 | 2022 |
| Evolutionary Sequential Transfer Optimization for Objective-Heterogeneous Problems X Xue, C Yang, Y Hu, K Zhang, YM Cheung, L Song, KC Tan IEEE Transactions on Evolutionary Computation 26 (6), 1424-1438, 2021 | 7 | 2021 |
| Federated multi-task learning for joint diagnosis of multiple mental disorders on MRI scans ZA Huang, Y Hu, R Liu, X Xue, Z Zhu, L Song, KC Tan IEEE Transactions on Biomedical Engineering, 2022 | 5 | 2022 |
| An Evolutionary Sequential Transfer Optimization Algorithm for Well Placement Optimization Based on Task Characteristics J Qi, K Zhang, X Xue, L Zhang, C Zhong, H Wang, J Yao SPE Journal, 1-21, 2022 | 3 | 2022 |
| Data-driven evolutionary algorithm for oil reservoir well-placement and control optimization G Chen, X Luo, JJ Jiao, X Xue Fuel 326, 125125, 2022 | 3 | 2022 |
| Historical window-enhanced transfer gaussian process for production optimization C Zhong, K Zhang, X Xue, J Qi, L Zhang, X Yan, H Zhang, Y Yang SPE Journal 27 (05), 2895-2912, 2022 | 3 | 2022 |
| A dual-stage pseudo-labeling method for the diagnosis of mental disorder on MRI scans Y Hu, ZA Huang, R Liu, X Xue, L Song, KC Tan 2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022 | 1 | 2022 |
| Rank-Based Learning and Local Model Based Evolutionary Algorithm for High-Dimensional Expensive Multi-Objective Problems G Chen, JJ Jiao, X Xue, X Luo, Z Wang arXiv preprint arXiv:2304.09444, 2023 | | 2023 |
| A Scalable Test Problem Generator for Sequential Transfer Optimization X Xue, C Yang, L Feng, K Zhang, L Song, KC Tan arXiv preprint arXiv:2304.08503, 2023 | | 2023 |
