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Shao-Jun Lin

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#artificial intelligence Preprint Aug 2026

G-ReAct: Graph-Guided Deep Search via Structure-State Co-Evolution

G-ReAct is a reasoning framework for deep search that organizes reasoning as state evolution over a fixed-topology query graph, transforming exploratory search driven by textual history into graph-guided reasoning under explicit constraints.

Shaoxiong Yang, Mengyuan Zhang, Shao-Jun Lin et al. · 0 citations