Author

Yong Li

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Conference Open access Sep 2026

I-EDI: Robust Self-Evolution Agents via Verifiable Counterfactual Simulation

This work argues that robust evolution implies Structural Invariance: a reasoning path is valid only if its core dependency graph remains isomorphic under counterfactual perturbations, and enforces this with Verifiable Counterfactual Simulation (VCS).

Run-Ze Fan, Yong Li · Proceedings of the Thirty-Fi... · 0 citations