InfoPDF uses mutual information to suppress noise in LLM-generated synthetic propagation graphs and adaptively fuse them with real data, yielding more discriminative representations for fake news detection.
Learning reporting dynamics during breaking news for rumour detection in social media
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An Information-theoretic Propagation Denoising and Fusion Framework for Fake News Detection
InfoPDF uses mutual information to suppress noise in LLM-generated synthetic propagation graphs and adaptively fuse them with real data, yielding more discriminative representations for fake news detection.