1.Tang, Yi, Zhang, Junbei, Wang, Haochen, Su, Jinxia*. Transformer-based dynamic survival probability prediction for longitudinal observational data[J]. Journal of Statistical Computation and Simulation, 2025.
2.Zhang, Junbei, Su, Jinxia*. Trans-DeepMCM: A transformer-based deep dynamic mixture cure model[J]. Communications in Statistics- Theory and Methods, 2025.
3.Su, Jinxia, Liu, Qiwen, Cui, Jingke. Outlier detection in classification based on feature-selection-based regression[J]. Knowledge and Information Systems, 2024.
4.Li, Yan, Han, Na, Qin, Yuxiang, Su, Jinxia*, Zhang, Jing*. Trans-cGAN: transformer-Unet-based generative adversarial networks for cross-modality magnetic resonance image synthesis[J]. Statistics and Computing, 2023.
5.Tang, Fengqin, Wang, Chunning, Su, Jinxia, et al. Semidefinite programming based community detection for node-attributed networks and multiplex networks[J]. Communications in Statistics-Simulation and Computation,2023.
6.Wang, Yating, Su, Jinxia, Zhao, Xuejing. Interpretability of SurvivalBoost upon Shapley Additive Explanation value on medical data[J]. Communications in Statistics-Simulation and Computation, 2022.
7.Wang, Yating, Su, Jinxia, Zhao, Xuejing. Penalized semiparametric Cox regression model on XGBoost and random survival forests[J]. Communications in Statistics-Simulation and Computation, 2021.
8.Tang, Fengqin, Wang, Chunning, Su, Jinxia, et al. Spectral clustering- based community detection using graph distance and node attributes[J]. Computational Statistics,2020.
9.Zhao, Xuejing, Wang, Chen, Su, Jinxia,et al. Research and application based on the swarm intelligence algorithm and artificial intelligence for wind farm decision system[J]. Renewable Energy,2019.
10.Tang, Fengqin, Wang, Yuanyuan, Su, Jinxia,et al. Spectral clustering-based network community detection with node attributes[J]. Statistics and Its Interface,2019.
11.Su, Jinxia, Li, Yanwen, Zhao, Xuejing. Data stream clustering by fast density-peak-search[J]. Statistics and Its Interface,2018.