Author

Run-Ze Fan

2 papers indexed here

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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).

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

#artificial intelligence Preprint Sep 2026

An Empirical Study of Harness Design for Coding Agents

This work studies a lightweight coding harness whose execution loop is fixed while three components are varied: planning, action space, and context management, and finds that context management becomes increasingly valuable as the context-window budget tightens.

Run-Ze Fan, Zihao Zhang, Si-Min Ma et al. · 1 citation · ⚡1