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Zhengjia Wang

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Book Open access Aug 2026

EvoFEND: Dual Memory-Driven Self-Evolving Fake News Detection

Real-world fake news is inherently dynamic: evidence within an event accumulates and conflicts over time, while deceptive tactics shift across events. However, most prior work formulates detection as a static, one-shot classification problem over fixed snapshots. This mismatch ignores the lifecycle of news and leaves d...

Beizhe Hu, Qiang Sheng, Hao Mi et al. · 0 citations

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