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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 0Source ↗Scholar ↗
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 4PDF ↗Scholar ↗