Expander graph propagation

Expander graph propagation

Deploying graph neural networks (GNNs) on whole-graph classification or regression tasks is known to be challenging: it often requires computing node features that are mindful of both local interactions in their neighbourhood and the global context of the graph structure. GNN architectures that navi...

पूर्ण विवरण

ग्रंथसूची विवरण
मुख्य लेखकों:	Deac, A, Lackenby, M, Veličković, P
स्वरूप:	Conference item
भाषा:	English
प्रकाशित:	Journal of Machine Learning Research 2022

समान संसाधन

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Algorithms for #BIS-hard problems on expander graphs
द्वारा: Jenssen, M, और अन्य
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Parameterized (modular) counting and Cayley graph expanders
द्वारा: Peyerimhoff, N, और अन्य
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Hypergraph expanders from Cayley graphs
द्वारा: Conlon, D
प्रकाशित: (2019)

Light propagation in a weakly perturbed expanding universe
द्वारा: Seljak, Uros̆
प्रकाशित: (2007)

Expanding Horizons: Graph Theory’s Multifaceted Applications
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On the Construction of Sparse Matrices From Expander Graphs
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Giant components for two expanding graph processes
द्वारा: Devroye, L, और अन्य
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On the construction of sparse matrices from expander graphs
द्वारा: Bah, B, और अन्य
प्रकाशित: (2018)

Continuous Knowledge Graph Refinement With Confidence Propagation
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प्रकाशित: (2023-01-01)

Scaling Graph Propagation Kernels for Predictive Learning
द्वारा: Priyesh Vijayan, और अन्य
प्रकाशित: (2022-04-01)

A graph recommender model for knowledge graph propagation with collaborative factor
द्वारा: ZHU Xinjuan, और अन्य
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Process flexibility revisited : the graph expander and its applications
द्वारा: Chou, Mabel C., और अन्य
प्रकाशित: (2015)

Evolving graphs: Dynamical models, inverse problems and propagation
द्वारा: Grindrod, P, और अन्य
प्रकाशित: (2010)

Integral representation of the scalar propagators on the de Sitter expanding universe
द्वारा: Ion I. Cotăescu, और अन्य
प्रकाशित: (2019-08-01)

Revealing decurve flows for generalized graph propagation
द्वारा: Lin, C, और अन्य
प्रकाशित: (2024)

On the distribution alignment of propagation in graph neural networks
द्वारा: Qinkai Zheng, और अन्य
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Belief Propagation With Permutated Graphs of Polar Codes
द्वारा: Liping Li, और अन्य
प्रकाशित: (2020-01-01)

Hypergraph expanders of all uniformities from Cayley graphs
द्वारा: Conlon, David, और अन्य
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Bipartite Unique Neighbour Expanders via Ramanujan Graphs
द्वारा: Ron Asherov, और अन्य
प्रकाशित: (2024-04-01)

Label Propagation-Based Parallel Graph Partitioning for Large-Scale Graph Data
द्वारा: Minho Bae, और अन्य
प्रकाशित: (2020-01-01)

The Peculiarities of Acoustic Normal Waves Propagation in Thin Porous Sheets of Thermally Expanded Graphite
द्वारा: O. V. Muravieva, और अन्य
प्रकाशित: (2024-11-01)

The Propagation Characteristics of Turbulent Expanding Flames of Methane/Hydrogen Blending Gas
द्वारा: Haoran Zhao, और अन्य
प्रकाशित: (2024-11-01)

Approximate personalized propagation for unsupervised embedding in heterogeneous graphs
द्वारा: Chen, Yibi, और अन्य
प्रकाशित: (2022)

Domain-Invariant Label Propagation With Adaptive Graph Regularization
द्वारा: Yanning Zhang, और अन्य
प्रकाशित: (2024-01-01)

On the zero forcing number and propagation time of oriented graphs
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प्रकाशित: (2021-01-01)

Vanishingly Sparse Matrices and Expander Graphs, With Application to Compressed Sensing
द्वारा: Bah, B, और अन्य
प्रकाशित: (2013)

Expanded graph embedding for joint network alignment and link prediction
द्वारा: MHD Samy Alnaimy, और अन्य
प्रकाशित: (2022-04-01)

Belief Propagation and LP Relaxation for Weighted Matching in General Graphs
द्वारा: Sanghavi, S., और अन्य
प्रकाशित: (2013)

Integral representation of the Feynman propagators of the Dirac fermions on the de Sitter expanding universe
द्वारा: Ion I. Cotăescu
प्रकाशित: (2018-09-01)

Unsupervised Chunking Based on Graph Propagation from Bilingual Corpus
द्वारा: Ling Zhu, और अन्य
प्रकाशित: (2014-01-01)

Adaptive Propagation Graph Convolutional Networks Based on Attention Mechanism
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प्रकाशित: (2022-09-01)

The Use of Attentive Knowledge Graph Perceptual Propagation for Improving Recommendations
द्वारा: Chenming Wang, और अन्य
प्रकाशित: (2023-04-01)

Simulating activation propagation in social networks using the graph theory
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प्रकाशित: (2010-01-01)

Rumor Detection by Propagation Embedding Based on Graph Convolutional Network
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प्रकाशित: (2021-03-01)