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04/06/2023
GIF: A General Graph Unlearning Strategy via Influence Function
With the greater emphasis on privacy and security in our society, the pr...
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11/05/2022
Adversarial Causal Augmentation for Graph Covariate Shift
Out-of-distribution (OOD) generalization on graphs is drawing widespread...
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12/30/2021
Deconfounded Training for Graph Neural Networks
Learning powerful representations is one central theme of graph neural n...
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08/02/2021
Exploring Lottery Ticket Hypothesis in Media Recommender Systems
Media recommender systems aim to capture users' preferences and provide ...
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05/31/2021
GANs Can Play Lottery Tickets Too
Deep generative adversarial networks (GANs) have gained growing populari...
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02/12/2021
A Unified Lottery Ticket Hypothesis for Graph Neural Networks
With graphs rapidly growing in size and deeper graph neural networks (GN...
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10/22/2020