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Home/Authors/Huilin He

Huilin He

1 indexed paper

Recent (6 mo)
1
With code
0
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Publications per year

1
26

Top categories

AI×1

Frequent co-authors

Zhixing Zuo1×
Jiasheng Wu1×
Dawei Cheng1×

Research Timeline

2026
Let Relations Speak: An End-to-End LLM-GNN Soft Prompt Framework for Fraud Detection

The paper proposes the LLM-GNN Soft Prompt Framework (LGSPF) to enhance fraud detection by directly integrating graph structure and semantic information into LLMs, achieving state-of-the-art performance.

Highlighted terms show continued research focus across papers

Papers

cs.AIRecentMay 27, 2026

Let Relations Speak: An End-to-End LLM-GNN Soft Prompt Framework for Fraud Detection

Zhixing Zuo, Huilin He, Jiasheng Wu, Dawei Cheng

The paper proposes the LLM-GNN Soft Prompt Framework (LGSPF) to enhance fraud detection by directly integrating graph structure and semantic information into LLMs, achieving state-of-the-art performan…

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