| 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 | 179 | 2020 |
| 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 | 90 | 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 | 87 | 2021 |
| 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 | 78 | 2021 |
| 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 | 76 | 2022 |
| 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 | 60 | 2020 |
| 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 70 (4), 1137-1149, 2022 | 32 | 2022 |
| 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 | 28 | 2021 |
| 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 | 28 | 2020 |
| 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 | 24 | 2021 |
| 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 | 22 | 2020 |
| 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 | 19 | 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 | 17 | 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 | 16 | 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 | 16 | 2022 |
| Source free semi-supervised transfer learning for diagnosis of mental disorders on fmri scans Y Hu, ZA Huang, R Liu, X Xue, X Sun, L Song, KC Tan IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023 | 14 | 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 | 13 | 2023 |
| 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 28 (03), 1308-1328, 2023 | 12 | 2023 |
| Solution transfer in evolutionary optimization: An empirical study on sequential transfer X Xue, C Yang, L Feng, K Zhang, L Song, KC Tan IEEE Transactions on Evolutionary Computation, 2023 | 9 | 2023 |
| Surrogate-reformulation-assisted multitasking knowledge transfer for productionn optimization C Zhang, K Zhang, X Xue, J Qi, L Zhang, C Yao, Y Yang, J Wang, J Yao, ... Journal of Petroleum Science and Engineering 208 (Part C), 109486, 2022 | 9 | 2022 |
