Changliang Zou

Conformal Robustness Control: A New Strategy for Robust Decision

Novelty Detection with Augmented Localized Conformal $p$-values

Distribution-informed Online Conformal Prediction

AggLCF: Aggregation Enhanced Localized Conformal Factuality for Large Language Models

Robust Prediction-Powered Inference under Data Corruption

Enhancing Deep Batch Active Learning for Regression with Imperfect Data Guided Selection

Conditional Testing based on Localized Conformal $p$-values

Personalized Federated Conformal Prediction with Localization

Error-quantified Conformal Inference for Time Series

Conformal Prediction with Cellwise Outliers: A Detect-then-Impute Approach

LoCA: Location-Aware Cosine Adaptation for Parameter-Efficient Fine-Tuning

e-GAI: e-value-based Generalized $\alpha$-Investing for Online False Discovery Rate Control