← Search

Xinrui Ruan

2 accepted papers

2026

Language Model Augmented Semi-Supervised Statistical Inference

ICML 2026poster

Semi‑supervised statistical inference plays a key role in biomedical research, where labeled data often have higher quality but are limited due to costly clinical annotation. Yet, existing semi‑supervised statistical inference methods rely heavily on structured variables and strictly matched covaria…

Cited by 0SourceScholar
2024

Electronic Medical Records Assisted Digital Clinical Trial Design

AISTATS 2024poster

Randomized controlled trials (RCTs) are gold standards for assessing intervention efficacy. Yet, generalizing evidence from classical RCTs can be challenging and sometimes problematic due to their limited external validity under stringent eligibility criteria and inadequate statistical power resulti…

Cited by 1SourcePDFScholar