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Tongji University
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Overlapping subgraphs can enhance credit risk detection without sacrificing topological integrity, outperforming traditional methods in real-world applications.
Ditch the text: this new framework uses soft prompts to let LLMs directly reason over graph structures for fraud detection, achieving SOTA performance without relying on node attributes.