Reasoning through Evolution: Automatic Meta-path Discovery for LLM-based Fake News Detection.

arXiv:2609.18597v1 Announce Type: new Abstract: Propagation structures provide crucial evidence for fake news detection, yet existing approaches primarily rely on supervised GNN-based models, which require substantial labeled data and exhibit limited generaliz