References

• Qiao Liu and Wing Hung Wong, A Bayesian Generative Modeling Approach for Arbitrary Conditional Inference, arXiv:2601.05355, 2026.

• Qiao Liu and Wing Hung Wong, An AI-powered Bayesian generative modeling approach for causal inference in observational studies, Journal of the American Statistical Association, 2026 (in press).

• Qiao Liu, Zhongren Chen, and Wing Hung Wong, An encoding generative modeling approach to dimension reduction and covariate adjustment in causal inference with observational studies, Proceedings of the National Academy of Sciences, 2024.