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Juelu Zhang

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SEP 8, 2026 · PREPRINT

GraphFAS: A Distributed System for Automated Graph Feature Generation and Selection in Industrial Transaction Networks

arXiv

A system design paper describing an implemented fraud detection tool with reported deployment outcomes but without controlled experimental validation, comparative statistics, or peer review.

PreliminaryYice Luo Jinrui Zhang Xi Chen

Study details

InterventionGraphFAS: distributed graph feature generat…

ComparatorEnd-to-end GNN pipelines, expert-driven fea…

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