most citedGraphScale: A Framework to Enable Machine Learning over Billion-node Graphs

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cs.AI2026

Learning to Hand Off: Provably Convergent Workflow Learning under Interface Constraints

Jiayu Li, Enpei Zhang, Dawei Zhou +2

We study workflow learning in a setting where specialized agents hand off control through a shared artifact, each agent observes only a local function of that artifact and its own…