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cs.AI2026

HyperClaim: Fine-Grained Cross-Modal Hypergraph Reasoning for Video Misinformation Detection

Xiangbo Wang, Jiasheng Zhang, Xingtong Yu +2

The paper introduces HyperClaim, a temporal hypergraph model that jointly reasons over query text, evidence text, and video frames to detect misinformation in videos, preserving fi…