Xinwei Sun

Conformalized Survival Counterfactuals Prediction for General Right-Censored Data

Video Causal Understanding with Scene-conditioned Counterfactuals

Conformal Reliability: A New Evaluation Metric for Conditional Generation

Revisiting Large Language Model Pruning using Neuron Semantic Attribution

Towards Reliable and Holistic Visual In-Context Learning Prompt Selection

Bivariate Causal Discovery with Proxy Variables: Integral Solving and Beyond

Learning Causal Alignment for Reliable Disease Diagnosis

Adaptive Pruning of Pretrained Transformer via Differential Inclusions

Bayesian Active Learning for Bivariate Causal Discovery

Splitted Wavelet Differential Inclusion for neural signal processing