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LazyGNN: Large-Scale Graph Neural Networks via Lazy Propagation.

, , , , и . ICML, том 202 из Proceedings of Machine Learning Research, стр. 38926-38937. PMLR, (2023)

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Gerda Torkamani-Rezay

Farah Torkamani-Azar

 

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Differential Equation Units: Learning Functional Forms of Activation Functions from Data., , , и . AAAI, стр. 6030-6037. AAAI Press, (2020)Learning Compact Neural Networks Using Ordinary Differential Equations as Activation Functions., , , и . CoRR, (2019)Convex Adversarial Collective Classification., и . StarAI@UAI, (2012)Alternately Optimized Graph Neural Networks., , , , , , и . ICML, том 202 из Proceedings of Machine Learning Research, стр. 12411-12429. PMLR, (2023)HLogformer: A Hierarchical Transformer for Representing Log Data., , , и . CoRR, (2024)Adversarial Robustness in Graph Neural Networks: Recent Advances and New Frontier., , , , и . DSAA, стр. 1-2. IEEE, (2024)On Robustness and Regularization of Structural Support Vector Machines., и . ICML, том 32 из JMLR Workshop and Conference Proceedings, стр. 577-585. JMLR.org, (2014)LazyGNN: Large-Scale Graph Neural Networks via Lazy Propagation., , , , и . ICML, том 202 из Proceedings of Machine Learning Research, стр. 38926-38937. PMLR, (2023)Convex Adversarial Collective Classification., и . ICML (1), том 28 из JMLR Workshop and Conference Proceedings, стр. 642-650. JMLR.org, (2013)Towards Label Position Bias in Graph Neural Networks., , , , , и . CoRR, (2023)