CIDER: Counterfactual-Invariant Diffusion-based GNN Explainer for Causal Subgraph Inference.
Qibin ZhangChengshang LyuLingxi ChenQiqi JinLuonan ChenPublished in: CoRR (2024)
Keyphrases
- causal reasoning
- bayesian networks
- causal inference
- causal theories
- probabilistic inference
- anisotropic diffusion
- causal models
- inference process
- search space
- causal relationships
- graph mining
- bayesian inference
- probabilistic model
- diffusion process
- affine invariant
- diffusion processes
- inference engine
- invariant features
- diffusion model
- causal discovery
- causal networks
- causal knowledge
- possibilistic networks