On the Sparse DAG Structure Learning Based on Adaptive Lasso. - Danru Xu; Erdun Gao; Wei Huang; Mingming Gong (CoRR, 2022)

Multi-View Causal Representation Learning with Partial Observability. - Dingling Yao; Danru Xu; Sébastien Lachapelle; Sara Magliacane; Perouz Taslakian; Georg Martius; Julius von Kügelgen; Francesco Locatello (ICLR, 2024)

A Sparsity Principle for Partially Observable Causal Representation Learning. - Danru Xu; Dingling Yao; Sébastien Lachapelle; Perouz Taslakian; Julius von Kügelgen; Francesco Locatello; Sara Magliacane (ICML, 2024)