Mengxin Wang

2 accepted papers

2026

Generative Augmented Inference

Cheng Lu, Mengxin Wang, Dennis Zhang, Heng Zhang

ICML 2026poster

Large language models enable inexpensive AI-generated annotations, but using them reliably for causal inference remains challenging. Naively pooling AI and human data induces bias, while existing methods such as Prediction-Powered Inference (PPI; Angelopoulos et al., 2023) treat AI outputs as proxie…

Cited by 0 Source ↗Scholar ↗

2018

Modeling and Analysis of the Waiting Time of Rapid Response Process in Acute Care

Nan Chen, Mengxin Wang, Xiaolei Xie, Li Zheng, Colleen H. Swartz

RA-L 2018

To ensure patient safety, many hospitals have implemented rapid response process to provide care to acute patients who experience acute physiological deterioration. However, those patients sometimes have to wait for a long time before an appropriate decision can be made, due to low availability of c

Cited by 3 Source ↗Scholar ↗