| A multiobjective evolutionary algorithm based on structural and attribute similarities for community detection in attributed networks Z Li, J Liu, K Wu IEEE transactions on cybernetics 48 (7), 1963-1976, 2017 | 118 | 2017 |
| Solving multitask optimization problems with adaptive knowledge transfer via anomaly detection C Wang, J Liu, K Wu, Z Wu IEEE Transactions on Evolutionary Computation 26 (2), 304-318, 2021 | 103 | 2021 |
| Robust learning of large-scale fuzzy cognitive maps via the lasso from noisy time series K Wu, J Liu Knowledge-Based Systems 113, 23-38, 2016 | 71 | 2016 |
| Time series prediction using sparse autoencoder and high-order fuzzy cognitive maps K Wu, J Liu, P Liu, S Yang IEEE transactions on fuzzy systems 28 (12), 3110-3121, 2019 | 68 | 2019 |
| Self-paced ARIMA for robust time series prediction Y Li, K Wu, J Liu Knowledge-Based Systems 269, 110489, 2023 | 63 | 2023 |
| CNN-FCM: System modeling promotes stability of deep learning in time series prediction P Liu, J Liu, K Wu Knowledge-Based Systems 203, 106081, 2020 | 61 | 2020 |
| Multivariate time series forecasting based on elastic net and high-order fuzzy cognitive maps: A case study on human action prediction through EEG signals F Shen, J Liu, K Wu IEEE Transactions on Fuzzy Systems 29 (8), 2336-2348, 2020 | 60 | 2020 |
| Learning large-scale fuzzy cognitive maps based on compressed sensing and application in reconstructing gene regulatory networks K Wu, J Liu IEEE Transactions on Fuzzy Systems 25 (6), 1546-1560, 2017 | 56 | 2017 |
| Time Series Forecasting Based on Kernel Mapping and High-Order Fuzzy Cognitive Maps K Yuan, J Liu, S Yang, K Wu, F Shen Knowledge-based Systems, 106359, 2020 | 51 | 2020 |
| Evolutionary Multitasking Multilayer Network Reconstruction K Wu, C Wang, J Liu IEEE Transactions on Cybernetics 52 (12), 12854 - 12868, 2022 | 41 | 2022 |
| Evolutionary multitasking fuzzy cognitive map learning F Shen, J Liu, K Wu Knowledge-Based Systems 192, 105294, 2020 | 41 | 2020 |
| Wavelet fuzzy cognitive maps K Wu, J Liu, Y Chi Neurocomputing 232, 94-103, 2017 | 33 | 2017 |
| Learning large-scale fuzzy cognitive maps using an evolutionary many-task algorithm C Wang, J Liu, K Wu, C Ying Applied Soft Computing 108, 107441, 2021 | 30 | 2021 |
| Online fuzzy cognitive map learning K Wu, J Liu, P Liu, F Shen IEEE Transactions on Fuzzy Systems 29 (7), 1885-1898, 2020 | 30 | 2020 |
| Online Reconstruction of Complex Networks from Streaming Data K Wu, J Liu, X Hao, P Liu, F Shen IEEE Transactions on Cybernetics 52 (6), 5136-5147, 2022 | 24 | 2022 |
| A multi-transformation evolutionary framework for influence maximization in social networks C Wang, J Zhao, L Li, L Jiao, J Liu, K Wu IEEE Computational Intelligence Magazine 18 (1), 52-67, 2023 | 22 | 2023 |
| Reconstructing networks from profit sequences in evolutionary games via a multiobjective optimization approach with lasso initialization K Wu, J Liu, S Wang Scientific reports 6 (1), 37771, 2016 | 20 | 2016 |
| An Evolutionary Multi-Objective Framework for Complex Network Reconstruction Using Community Structure K Wu, J Liu, X Hao, P Liu, F Shen IEEE Transactions on Evolutionary Computation, 2020 | 18 | 2020 |
| Network reconstruction based on time series via memetic algorithm K Wu, J Liu, D Chen Knowledge-Based Systems 164, 404-425, 2019 | 18 | 2019 |
| Spell: Semantic prompt evolution based on a llm YB Li, K Wu arXiv preprint arXiv:2310.01260, 2023 | 15 | 2023 |
Jing Liu (刘静)Professor of Artificial Intelligence, Xidian University, ChinaVerified email at mail.xidian.edu.cn
