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Inductive Representation Learning on Large Graphs

, , and . Advances in Neural Information Processing Systems, (2017)

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GraphFramEx: Towards Systematic Evaluation of Explainability Methods for Graph Neural Networks., , , , , , , , and . LoG, volume 198 of Proceedings of Machine Learning Research, page 44. PMLR, (2022)Neural Distance Embeddings for Biological Sequences., , , , , and . NeurIPS, page 18539-18551. (2021)Hierarchical Graph Representation Learning with Differentiable Pooling., , , , , and . NeurIPS, page 4805-4815. (2018)Hyperbolic Graph Convolutional Neural Networks., , , and . NeurIPS, page 4869-4880. (2019)GNNExplainer: Generating Explanations for Graph Neural Networks., , , , and . NeurIPS, page 9240-9251. (2019)MUDiff: Unified Diffusion for Complete Molecule Generation., , , , , , and . LoG, volume 231 of Proceedings of Machine Learning Research, page 33. PMLR, (2023)Learning Graph Search Heuristics., , , , , , and . LoG, volume 198 of Proceedings of Machine Learning Research, page 10. PMLR, (2022)Design Space for Graph Neural Networks., , and . NeurIPS, (2020)Modeling Heterogeneous Hierarchies with Relation-specific Hyperbolic Cones., , , and . NeurIPS, page 12316-12327. (2021)Graph Convolutional Policy Network for Goal-Directed Molecular Graph Generation., , , , and . NeurIPS, page 6412-6422. (2018)