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News/MOVE: Multimodal Open-world Verification and Expansion for Graph Learning
arxiv
PublishedOctober 3, 2026 at 4:00 AM
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MOVE: Multimodal Open-world Verification and Expansion for Graph Learning

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arXiv:2610.00268v1 Announce Type: new Abstract: Multimodal graph learning faces a fundamental challenge: new classes may emerge after deployment, while models are trained with a fixed label space. Existing approaches typically detect unknown nodes and use LLMs to generate candidate class description

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