Xinshuai Dong

A Versatile Causal Discovery Framework to Allow Causally-Related Hidden Variables

P. Spirtes, Biwei Huang, Ignavier Ng, 2023, ArXiv.

On the Three Demons in Causality in Finance: Time Resolution, Nonstationarity, and Latent Factors

Yewen Fan, Xinshuai Dong, Songyao Jin, 2023, 2401.05414.

Temporally Disentangled Representation Learning under Unknown Nonstationarity

Juan Carlos Niebles, Weiran Yao, Yewen Fan, 2023, ArXiv.

On the Parameter Identifiability of Partially Observed Linear Causal Models

Biwei Huang, Ignavier Ng, Xinshuai Dong, 2024, 2407.16975.