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20232026
most citedNTSFormer: A Self-Teaching Graph Transformer for Multimodal Isolated Cold-Start Node Classification

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cs.CL2026

Autonomous Chain-of-Thought Distillation for Graph-Based Fraud Detection

Yuan Li, Jun Hu, Bryan Hooi +2

Graph-based fraud detection on text-attributed graphs (TAGs) requires jointly modeling rich textual semantics and relational dependencies. However, existing LLM-enhanced GNN approa…