Beyond Sparse Supervision: Diffusion-Guided Learning for Few-Shot Graph Fraud Detection
arXiv:2606.28134v1 Announce Type: cross Abstract: Graph-based fraud detection is essential for safeguarding large-scale transaction systems, where undetected anomalies may lead to substantial financia