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Based on the widely adopted graph partition unlearning paradigm, this paper proposes a de-isolation approach for subgraphs, supported by solid mathematical analysis and empirical evidence.

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This page is a summary of: Graph Unlearning System with Subgraph De-Isolation Measures, ACM Transactions on Autonomous and Adaptive Systems, July 2025, ACM (Association for Computing Machinery),
DOI: 10.1145/3750734.
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