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 | 19 | 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 | 16 | 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 | 9 | 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 | 7 | 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 | 6 | 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 | 5 | 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 | 4 | 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 | 2 | 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 | 1 | 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 | 1 | 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 | | 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 | | 2019 |