Author

Mulin Tian

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Preprint Aug 2026

Generating Intervention Hypotheses using Explainable Explanations on Graphs: G2I, a Two-Stage Greedy Framework

This work reframe counterfactual explanation as an intervention design problem, and generates counterfactuals via a greedy search that directly identifies minimal, actionable changes to node features and neighbor-level conditions that are converted into interpretable rules suitable for real-world intervention.

Mulin Tian, Ajitesh Srivastava · 0 citations