Hao Zhang

Causal Gene Identification Using Non-Linear Regression-Based Independence Tests

J. Guan, Shuigeng Zhou, Chuanxu Yan, 2022, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Testing Independence Between Linear Combinations for Causal Discovery

Jihong Guan, Kun Zhang, Shuigeng Zhou, 2021, AAAI.

Conditional Independence Test Based on Residual Similarity

J. Guan, Shuigeng Zhou, Kun Zhang, 2023, ACM Transactions on Knowledge Discovery from Data.

Residual Similarity Based Conditional Independence Test and Its Application in Causal Discovery

Kun Zhang, J. Guan, Shuigeng Zhou, 2022, AAAI.

Measuring Conditional Independence by Independent Residuals for Causal Discovery

Hao Zhang, Shuigeng Zhou, Jihong Guan, 2019, ACM Trans. Intell. Syst. Technol..

Combined cause inference: Definition, model and performance

Jihong Guan, Shuigeng Zhou, Chuanxu Yan, 2021, Inf. Sci..

Multi-Level Wavelet Mapping Correlation for Statistical Dependence Measurement: Methodology and Performance

J. Guan, Shuigeng Zhou, Hao Zhang, 2023, AAAI.

Recursively Learning Causal Structures Using Regression-Based Conditional Independence Test

Shuigeng Zhou, Jihong Guan, Hao Zhang, 2019, AAAI.