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arxiv_cs_lg ยท May 7, 2026 ยท paper

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On the Safety of Graph Representation Learning

arxiv.orgMay 7, 2026
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In brief

Graph representation learning (GRL) has evolved from topology-only graph embeddings to task-specific supervised GNNs, and more recently to reusable representations and graph foundation models (GFMs). However, existing...

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