Open access
Aug 2026
ECLAIR: Explainable Causal Learning for Robust GNNs with disentAngled uncertainty via Interventional Reasoning
The Explainable Causal Learning with disentangled uncertainty and Interventional Reasoning (ECLAIR) framework is proposed, which identifies precise causal structures for improved and generalizable prediction interpretation.
Li-Cheng Yeh, Meng-Fen Chiang, Wang-Chien Lee
· ACM Transactions on Intellig... · 0 citations