1. Mutual-information-inspired heuristics for constraint-based causal structure learning, Information Sciences 560 152–167.
2. Learning causal structures based on divide and conquer;Zhang;IEEE Trans. Cybern.,2020
3. Measuring conditional independence by independent residuals for causal discovery;Zhang;ACM Trans. Intell. Syst. Technol. (TIST),2019
4. H. Zhang, K. Zhang, S. Zhou, J. Guan, J. Zhang, Testing independence between linear combinations for causal discovery., in: AAAI Conference on Artificial Intelligence, 2021.
5. H. Zhang, S. Zhou, K. Zhang, J. Guan, Causal discovery using regression-based conditional independence tests, in: AAAI Conference on Artificial Intelligence, 2017, pp. 1250–1256.