← Search

Sijie Ren

2 accepted papers

2026

Conformalized Survival Counterfactuals Prediction for General Right-Censored Data

ICLR 2026poster

This paper aims to develop a lower prediction bound (LPB) for survival time across different treatments in the general right-censored setting. Although previous methods have utilized conformal prediction to construct the LPB, their resulting prediction sets provide only probably approximately correc…

Cited by 0SourceScholar
2021

Forecasting Irreversible Disease via Progression Learning

CVPR 2021poster

Forecasting Parapapillary atrophy (PPA), i.e., a symptom related to most irreversible eye diseases, provides an alarm for implementing an intervention to slow down the disease progression at early stage. A key question for this forecast is: how to fully utilize the historical data (e.g., retinal ima…

Cited by 4PDFScholar