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...

Bibliografski detalji
Glavni autori:	Deac, A, Lackenby, M, Veličković, P
Format:	Conference item
Jezik:	English
Izdano:	Journal of Machine Learning Research 2022

Slični predmeti

Expanders, rank and graphs of groups
od: Lackenby, M
Izdano: (2004)

How does over-squashing affect the power of GNNs?
od: Di Giovanni, F, i dr.
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Expander graphs
od: Kahale, Nabil
Izdano: (2005)

Parameterized counting and Cayley graph expanders
od: Peyerimhoff, N, i dr.
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Models for information propagation on graphs
od: Oliver R. A. Dunbar, i dr.

Online Learning of Expanding Graphs
od: Samuel Rey, i dr.
Izdano: (2025-01-01)

Algorithms for #BIS-hard problems on expander graphs
od: Jenssen, M, i dr.
Izdano: (2019)

Parameterized (modular) counting and Cayley graph expanders
od: Peyerimhoff, N, i dr.
Izdano: (2021)

Hypergraph expanders from Cayley graphs
od: Conlon, D
Izdano: (2019)

Light propagation in a weakly perturbed expanding universe
od: Seljak, Uros̆
Izdano: (2007)

Expanding Horizons: Graph Theory’s Multifaceted Applications
od: Saxena Abhishek, i dr.
Izdano: (2024-01-01)

On the Construction of Sparse Matrices From Expander Graphs
od: Bubacarr Bah, i dr.
Izdano: (2018-09-01)

Giant components for two expanding graph processes
od: Devroye, L, i dr.
Izdano: (2002)

On the construction of sparse matrices from expander graphs
od: Bah, B, i dr.
Izdano: (2018)

Continuous Knowledge Graph Refinement With Confidence Propagation
od: Alisettar Huseynli, i dr.
Izdano: (2023-01-01)

Scaling Graph Propagation Kernels for Predictive Learning
od: Priyesh Vijayan, i dr.
Izdano: (2022-04-01)

A graph recommender model for knowledge graph propagation with collaborative factor
od: ZHU Xinjuan, i dr.
Izdano: (2022-04-01)

Process flexibility revisited : the graph expander and its applications
od: Chou, Mabel C., i dr.
Izdano: (2015)

Evolving graphs: Dynamical models, inverse problems and propagation
od: Grindrod, P, i dr.
Izdano: (2010)

Integral representation of the scalar propagators on the de Sitter expanding universe
od: Ion I. Cotăescu, i dr.
Izdano: (2019-08-01)

Revealing decurve flows for generalized graph propagation
od: Lin, C, i dr.
Izdano: (2024)

On the distribution alignment of propagation in graph neural networks
od: Qinkai Zheng, i dr.
Izdano: (2022-01-01)

Belief Propagation With Permutated Graphs of Polar Codes
od: Liping Li, i dr.
Izdano: (2020-01-01)

Hypergraph expanders of all uniformities from Cayley graphs
od: Conlon, David, i dr.
Izdano: (2021)

Bipartite Unique Neighbour Expanders via Ramanujan Graphs
od: Ron Asherov, i dr.
Izdano: (2024-04-01)

Label Propagation-Based Parallel Graph Partitioning for Large-Scale Graph Data
od: Minho Bae, i dr.
Izdano: (2020-01-01)

The Peculiarities of Acoustic Normal Waves Propagation in Thin Porous Sheets of Thermally Expanded Graphite
od: O. V. Muravieva, i dr.
Izdano: (2024-11-01)

The Propagation Characteristics of Turbulent Expanding Flames of Methane/Hydrogen Blending Gas
od: Haoran Zhao, i dr.
Izdano: (2024-11-01)

Approximate personalized propagation for unsupervised embedding in heterogeneous graphs
od: Chen, Yibi, i dr.
Izdano: (2022)

Domain-Invariant Label Propagation With Adaptive Graph Regularization
od: Yanning Zhang, i dr.
Izdano: (2024-01-01)

On the zero forcing number and propagation time of oriented graphs
od: Sakander Hayat, i dr.
Izdano: (2021-01-01)

Vanishingly Sparse Matrices and Expander Graphs, With Application to Compressed Sensing
od: Bah, B, i dr.
Izdano: (2013)

Expanded graph embedding for joint network alignment and link prediction
od: MHD Samy Alnaimy, i dr.
Izdano: (2022-04-01)

Belief Propagation and LP Relaxation for Weighted Matching in General Graphs
od: Sanghavi, S., i dr.
Izdano: (2013)

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

Unsupervised Chunking Based on Graph Propagation from Bilingual Corpus
od: Ling Zhu, i dr.
Izdano: (2014-01-01)

Adaptive Propagation Graph Convolutional Networks Based on Attention Mechanism
od: Chenfang Zhang, i dr.
Izdano: (2022-09-01)

The Use of Attentive Knowledge Graph Perceptual Propagation for Improving Recommendations
od: Chenming Wang, i dr.
Izdano: (2023-04-01)

Simulating activation propagation in social networks using the graph theory
od: František Dařena, i dr.
Izdano: (2010-01-01)

Rumor Detection by Propagation Embedding Based on Graph Convolutional Network
od: Dang Thinh Vu, i dr.
Izdano: (2021-03-01)