| Modeling the propagation of mobile malware on complex networks W Liu, C Liu, Z Yang, X Liu, Y Zhang, Z Wei Communications in Nonlinear Science and Numerical Simulation 37, 249-264, 2016 | 87 | 2016 |
| Modeling the spread of malware with the influence of heterogeneous immunization W Liu, C Liu, X Liu, S Cui, X Huang Applied mathematical modelling 40 (4), 3141-3152, 2016 | 79 | 2016 |
| Information diffusion nonlinear dynamics modeling and evolution analysis in online social network based on emergency events X Liu, D He, C Liu IEEE Transactions on Computational Social Systems 6 (1), 8-19, 2019 | 56 | 2019 |
| Link prediction approach combined graph neural network with capsule network X Liu, X Li, G Fiumara, P De Meo Expert Systems with Applications 212, 118737, 2023 | 49 | 2023 |
| Social network rumor detection method combining dual-attention mechanism with graph convolutional network X Liu, Z Zhao, Y Zhang, C Liu, F Yang IEEE Transactions on Computational Social Systems 10 (5), 2350-2361, 2022 | 40 | 2022 |
| Information propagation prediction based on spatial–temporal attention and heterogeneous graph convolutional networks X Liu, C Miao, G Fiumara, P De Meo IEEE Transactions on Computational Social Systems 11 (1), 945-958, 2023 | 38 | 2023 |
| Information diffusion and opinion leader mathematical modeling based on microblog X Liu, C Liu Ieee Access 6, 34736-34745, 2018 | 34 | 2018 |
| Social network sentiment classification method combined Chinese text syntax with graph convolutional neural network X Liu, T Tang, N Ding Egyptian Informatics Journal 23 (1), 1-12, 2022 | 33 | 2022 |
| A novel negative feedback information dissemination model based on online social network X Liu, D He, L Yang, C Liu Physica A: Statistical Mechanics and its Applications 513, 371-389, 2019 | 33 | 2019 |
| Malicious traffic detection combined deep neural network with hierarchical attention mechanism X Liu, J Liu Scientific Reports 11 (1), 12363, 2021 | 29 | 2021 |
| Influential spreaders identification in complex networks with topsis and k-shell decomposition X Liu, S Ye, G Fiumara, P De Meo IEEE Transactions on Computational Social Systems 10 (1), 347-361, 2022 | 26 | 2022 |
| A novel aspect-based sentiment analysis network model based on multilingual hierarchy in online social network G Liu, X Huang, X Liu, A Yang The Computer Journal 63 (3), 410-424, 2020 | 25 | 2020 |
| Influence nodes identifying method via community-based backward generating network framework X Liu, S Ye, G Fiumara, P De Meo IEEE Transactions on Network Science and Engineering, 2023 | 23 | 2023 |
| Novel competitive information propagation macro mathematical model in online social network D He, X Liu Journal of Computational Science 41, 101089, 2020 | 20 | 2020 |
| Stability of switched neural networks with time delay C Liu, W Liu, X Liu, C Li, Q Han Nonlinear Dynamics 79, 2145-2154, 2015 | 20 | 2015 |
| Wireless sensor network dynamic mathematics modeling and node localization X Liu, C Liu Wireless Communications and Mobile Computing 2018 (1), 1082398, 2018 | 19 | 2018 |
| Stability of neural networks with delay and variable-time impulses C Liu, W Liu, Z Yang, X Liu, C Li, G Zhang Neurocomputing 171, 1644-1654, 2016 | 19 | 2016 |
| Information propagation and public opinion evolution model based on artificial neural network in online social network X Liu, D He The Computer Journal 63 (11), 1689-1703, 2020 | 17 | 2020 |
| Stability of switched neural networks with time-varying delays C Liu, Z Yang, D Sun, X Liu, W Liu Neural Computing and Applications 30, 2229-2244, 2018 | 16 | 2018 |
| Sentiment classification depth model based on word2vec and bi-directional LSTM X Huang, G Liu, X Liu, A Yang Appl. Res. Comput 36 (6), 2019 | 14 | 2019 |
