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University of Queensland
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Harmful videos paired with benign queries can exploit a critical vulnerability in Video LLMs, leading to nearly half of all attacks succeeding despite high content recognition accuracy.
ShopX transforms agentic shopping by seamlessly translating complex intents into item-space actions, outperforming traditional retrieval-based systems.
Forget flattening: VideoStir's spatio-temporal graph retrieval and intent-aware scoring unlocks more effective reasoning over long videos.
