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News/Are LLM-Enhanced GNNs Privacy-Safe?
arxiv
PublishedAugust 27, 2026 at 4:00 AM
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Are LLM-Enhanced GNNs Privacy-Safe?

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arXiv:2608.25727v1 Announce Type: new Abstract: Large language models (LLMs) have recently advanced graph neural networks (GNNs) by enriching node representations with semantic information, giving rise to LLM-enhanced GNNs that achieve substantial performance gains. However, their vulnerability to p

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