刘凯威

单位

北京师范大学系统科学学院，集智科学研究中心

教育背景

• 2022-至今，博士（硕博连读），北京师范大学，系统科学学院，系统科学
• 2018-2022，本科，北京交通大学，数学与统计学院，统计学

研究兴趣

统计学

生存分析，贝叶斯统计，统计机器学习

系统科学

因果涌现，复杂网络，复杂系统建模

学术论文

• Ruyi Tao, Veronica R. Cappelli, Kaiwei Liu, et al. Predicting Company Growth using Scaling Theory informed Machine Learning. npj Complexity, 2026

• Kaiwei Liu, Linli Pan, Zhipeng Wang, et al. Singular-value-decomposition-based causal emergence for Gaussian iterative systems. Physical Review E, 2025

• Mingzhe Yang, Zhipeng Wang, Kaiwei Liu, et al. Finding emergence in data by maximizing effective information. National Science Review, 2024, nwae279

• Kaiwei Liu, Bing Yuan, Jiang Zhang. An Exact Theory of Causal Emergence for Linear Stochastic Iteration Systems. Entropy, 2024, 26(8): 618

• Bing Yuan, Jiang Zhang, Aobo Lyu, et al. Emergence and Causality in Complex Systems: A Survey of Causal Emergence and Related Quantitative Studies. Entropy, 2024, 26(2024): 108

• Kaiwei Liu, Xing Lü, Fei Gao, et al. Expectation-Maximizing Network Reconstruction and Most Applicable Network Types Based on Binary Time Series Data. Physica D: Nonlinear Phenomena, 2023, 454(2023): 133834

• Jiang Zhang, Kaiwei Liu. Neural Information Squeezer for Causal Emergence. Entropy, 2022, 25(1): 25

• Kaiwei Liu, Yuxuan Zhang. The E-Bayesian Estimation and its E-MSE of Lomax distribution under different loss functions. arXiv:2209.05356, 2022

• Yuxuan Zhang , Kaiwei Liu, Wenhao Gui. Bayesian and E-Bayesian Estimations of Bathtub-Shaped Distribution under Generalized Type-I Hybrid Censoring. Entropy, 2021, 23(8): 934

• Kaiwei Liu, Yuxuan Zhang. The E-Bayesian Estimation for Lomax Distribution Based on Generalized Type-I Hybrid Censoring Scheme. Mathematical Problems in Engineering, 2021, 2021: 19

学术会议

• 2026.05， 第八届中国系统科学大会，口头报告
• 2024.05， 第八届中国系统科学大会，口头报告

导师及合作者

导师

硕士、博士：张江，樊瑛

本科：吕兴，桂文豪

合著作者

袁冰，崔鹏

吴嘉赟，冯睿洋，张章，陶如意，杨明哲，梁京昊，吕奥博，许菁，王志鹏，潘琳莉

张宇轩，高飞，牟牧云，荣英淇