Research

Preprints

• Robust Sensitivity Analysis via Augmented Percentile Bootstrap under Simultaneous Violations of Unconfoundedness and Overlap.

Han Cui and Xinran Li. [arXiv][R package ]

Publications

• A Black-Box Debiasing Framework for Conditional Sampling.

Han Cui and Jingbo Liu. The 39th Annual Conference on Neural Information Processing Systems (NeurIPS 2025). [arXiv]

• Sampling from the Random Linear Model via Stochastic Localization Up to the AMP Threshold.

Han Cui, Zhiyuan Yu, and Jingbo Liu. The 28th International Conference on Artificial Intelligence and Statistics (AISTATS 2025). [arXiv]