Author

Zhengming Chen

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Jul 2026

CDFM: Towards a General-Purpose Causal Discovery Foundation Model

The Causal Discovery Foundation Model (CDFM) is formulated as a unified, general-purpose framework for zero-shot structural inference, and a principled variational framework that treats unknown causal mechanisms as latent variables and mathematically decomposes the intractable marginal likelihood into distinct, tractab...

Jie Qiao, Ruichu Cai, Zijian Li et al. · arXiv.org · 2 citations