Johannes Lutzeyer
11
Documents
Publications
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Graph Neural Networks on Discriminative Graphs of WordsNeurIPS New Frontiers in Graph Learning Workshop, Dec 2023, New Orleans, United States
Communication dans un congrès
hal-04447653v1
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Path Neural Networks: Expressive and Accurate Graph Neural NetworksInternational Conference on Machine Learning (ICML), Jul 2023, Hawaii, United States
Communication dans un congrès
hal-04447647v1
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Graph Ordering Attention NetworksAAAI Conference on Artificial Intelligence (AAAI), Feb 2023, Washington DC, United States. pp.7006-7014, ⟨10.1609/aaai.v37i6.25856⟩
Communication dans un congrès
hal-04447535v1
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Node Feature Kernels Increase Graph Convolutional Network RobustnessInternational Conference on Artificial Intelligence and Statistics (AISTATS), Mar 2022, Online, France
Communication dans un congrès
hal-04447471v1
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New Frontiers in Graph Autoencoders: Joint Community Detection and Link PredictionNeurIPS New Frontiers in Graph Learning Workshop, Dec 2022, New Orleans, United States
Communication dans un congrès
hal-04447637v1
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Sparsifying the Update Step in Graph Neural NetworksICLR Workshop on Geometrical and Topological Representation Learning, Apr 2022, Online, France
Communication dans un congrès
hal-04447629v1
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Advancing Antibiotic Resistance Classification with Deep Learning Using Protein Sequence and StructureNeurIPS AI for Science Workshop, Dec 2022, New Orleans, United States. ⟨10.1101/2022.10.06.511103⟩
Communication dans un congrès
hal-04447484v1
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Improving Graph Neural Networks at Scale: Combining Approximate PageRank and CoreRankNew Frontiers in Graph Learning (GLFrontiers) NeurIPS Workshop 2022, Dec 2022, New Orleans, United States
Communication dans un congrès
hal-03838863v1
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Learning Parametrised Graph Shift OperatorsInternational Conference on Learning Representations (ICLR), May 2021, Online, France
Communication dans un congrès
hal-04447522v1
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Comparing Spectra of Graph Shift Operator MatricesInternational Conference on Complex Networks and Their Applications, Dec 2019, Lisbonne, Portugal. pp.191-202, ⟨10.1007/978-3-030-36683-4_16⟩
Communication dans un congrès
hal-04447405v1
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Modularity-aware graph autoencoders for joint community detection and link predictionNeural Networks, 2022, 153, pp.474-495. ⟨10.1016/j.neunet.2022.06.021⟩
Article dans une revue
hal-04447514v1
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