Feng Xie
Feng Xie
Beijing Technology and Business University
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Triad constraints for learning causal structure of latent variables
R Cai, F Xie, C Glymour, Z Hao, K Zhang
Advances in Neural Information Processing Systems 32 (NeurIPS 2019), 2019
Generalized Independent Noise Condition for Estimating Latent Variable Causal Graphs
F Xie, R Cai, B Huang, C Glymour, Z Hao, K Zhang
Advances in Neural Information Processing Systems 33 (NeurIPS 2020), 2020
An efficient entropy-based causal discovery method for linear structural equation models with IID noise variables
F Xie, R Cai, Y Zeng, J Gao, Z Hao
IEEE transactions on neural networks and learning systems 31 (5), 1667-1680, 2019
Mining hidden non-redundant causal relationships in online social networks
W Chen, R Cai, Z Hao, C Yuan, F Xie
Neural Computing and Applications 32 (11), 6913-6923, 2020
Causal discovery with multi-domain LiNGAM for latent factors
Y Zeng, S Shimizu, R Cai, F Xie, M Yamamoto, Z Hao
The 30th International Joint Conference on Artificial Intelligence (IJCAI 2021), 2021
An efficient kurtosis-based causal discovery method for linear non-Gaussian acyclic data
R Cai, F Xie, W Chen, Z Hao
2017 IEEE/ACM 25th International Symposium on Quality of Service (IWQoS 2017), 2017
Nonlinear causal discovery for high-dimensional deterministic data
Y Zeng, Z Hao, R Cai, F Xie, L Huang, S Shimizu
IEEE Transactions on Neural Networks and Learning Systems, 2021
A causal discovery algorithm based on the prior selection of leaf nodes
Y Zeng, Z Hao, R Cai, F Xie, L Ou, R Huang
Neural Networks 124, 130-145, 2020
Identification of Linear Non-Gaussian Latent Hierarchical Structure
F Xie, B Huang, Z Chen, Y He, Z Geng, K Zhang
International Conference on Machine Learning (ICML 2022), 24370-24387, 2022
Testability of Instrumental Variables in Linear Non-Gaussian Acyclic Causal Models
F Xie, Y He, Z Geng, Z Chen, R Hou, K Zhang
Entropy 24 (4), 512, 2022
Identification of Linear Latent Variable Model with Arbitrary Distribution
Z Chen, F Xie, J Qiao, Z Hao, K Zhang, R Cai
Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI 2022), 2022
Causal Discovery of Linear Non-Gaussian Acyclic Model with Small Samples
F Xie, R Cai, Y Zeng, Z Hao
International Conference on Intelligent Science and Big Data Engineering …, 2019
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