Xinshuai Dong

Score-based Greedy Search for Structure Identification of Partially Observed Causal Models

Identifying Partially Observed Causal Models from Heterogeneous/Nonstationary Data

Step-Aware Policy Optimization for Reasoning in Diffusion Large Language Models

The Power of Order: Fooling LLMs with Adversarial Table Permutation

When Selection Meets Intervention: Additional Complexities in Causal Discovery

Latent Variable Causal Discovery under Selection Bias

A Sample Efficient Conditional Independence Test in the Presence of Discretization

Permutation-based Rank Test in the Presence of Discretization and Application in Causal Discovery with Mixed Data

Permutation-based Rank Test in the Presence of Discretization and Application in Causal Discovery with Mixed Data

Synergy Between Sufficient Changes and Sparse Mixing Procedure for Disentangled Representation Learning