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graph unlearning

6 papers

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Co-occurring keywords · papers mentioning both

graph neural network (4) machine unlearning (3) certified unlearning (2) right to be forgotten (2) privacy preservation (2) parameter editing (1) billion-edge graph (1) model vulnerability (1) neighbor identification (1) privacy-sensitive data (1)

Papers

GUIC: Certified Graph Unlearning with Individual Fairness Guarantees AAAI 2026 Imprint of the Forgotten: Stealthy Membership Inference in Unlearned Graph Neural Networks AAAI 2026 Adaptive Graph Unlearning IJCAI 2025 Community-Centric Graph Unlearning AAAI 2025 Erase Then Rectify: A Training-Free Parameter Editing Approach for Cost-Effective Graph Unlearning AAAI 2025 Scalable and Certifiable Graph Unlearning: Overcoming the Approximation Error Barrier ICLR 2025