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...

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Bibliografiske detaljer
Main Authors:	Deac, A, Lackenby, M, Veličković, P
Format:	Conference item
Sprog:	English
Udgivet:	Journal of Machine Learning Research 2022

Lignende værker

Expanders, rank and graphs of groups
af: Lackenby, M
Udgivet: (2004)

How does over-squashing affect the power of GNNs?
af: Di Giovanni, F, et al.
Udgivet: (2024)

Expander graphs
af: Kahale, Nabil
Udgivet: (2005)

Parameterized counting and Cayley graph expanders
af: Peyerimhoff, N, et al.
Udgivet: (2023)

Models for information propagation on graphs
af: Oliver R. A. Dunbar, et al.

Online Learning of Expanding Graphs
af: Samuel Rey, et al.
Udgivet: (2025-01-01)

Algorithms for #BIS-hard problems on expander graphs
af: Jenssen, M, et al.
Udgivet: (2019)

Parameterized (modular) counting and Cayley graph expanders
af: Peyerimhoff, N, et al.
Udgivet: (2021)

Hypergraph expanders from Cayley graphs
af: Conlon, D
Udgivet: (2019)

Light propagation in a weakly perturbed expanding universe
af: Seljak, Uros̆
Udgivet: (2007)

Expanding Horizons: Graph Theory’s Multifaceted Applications
af: Saxena Abhishek, et al.
Udgivet: (2024-01-01)

On the Construction of Sparse Matrices From Expander Graphs
af: Bubacarr Bah, et al.
Udgivet: (2018-09-01)

Giant components for two expanding graph processes
af: Devroye, L, et al.
Udgivet: (2002)

On the construction of sparse matrices from expander graphs
af: Bah, B, et al.
Udgivet: (2018)

Continuous Knowledge Graph Refinement With Confidence Propagation
af: Alisettar Huseynli, et al.
Udgivet: (2023-01-01)

Scaling Graph Propagation Kernels for Predictive Learning
af: Priyesh Vijayan, et al.
Udgivet: (2022-04-01)

A graph recommender model for knowledge graph propagation with collaborative factor
af: ZHU Xinjuan, et al.
Udgivet: (2022-04-01)

Process flexibility revisited : the graph expander and its applications
af: Chou, Mabel C., et al.
Udgivet: (2015)

Evolving graphs: Dynamical models, inverse problems and propagation
af: Grindrod, P, et al.
Udgivet: (2010)

Integral representation of the scalar propagators on the de Sitter expanding universe
af: Ion I. Cotăescu, et al.
Udgivet: (2019-08-01)

Revealing decurve flows for generalized graph propagation
af: Lin, C, et al.
Udgivet: (2024)

On the distribution alignment of propagation in graph neural networks
af: Qinkai Zheng, et al.
Udgivet: (2022-01-01)

Belief Propagation With Permutated Graphs of Polar Codes
af: Liping Li, et al.
Udgivet: (2020-01-01)

Hypergraph expanders of all uniformities from Cayley graphs
af: Conlon, David, et al.
Udgivet: (2021)

Bipartite Unique Neighbour Expanders via Ramanujan Graphs
af: Ron Asherov, et al.
Udgivet: (2024-04-01)

Label Propagation-Based Parallel Graph Partitioning for Large-Scale Graph Data
af: Minho Bae, et al.
Udgivet: (2020-01-01)

The Peculiarities of Acoustic Normal Waves Propagation in Thin Porous Sheets of Thermally Expanded Graphite
af: O. V. Muravieva, et al.
Udgivet: (2024-11-01)

The Propagation Characteristics of Turbulent Expanding Flames of Methane/Hydrogen Blending Gas
af: Haoran Zhao, et al.
Udgivet: (2024-11-01)

Approximate personalized propagation for unsupervised embedding in heterogeneous graphs
af: Chen, Yibi, et al.
Udgivet: (2022)

Domain-Invariant Label Propagation With Adaptive Graph Regularization
af: Yanning Zhang, et al.
Udgivet: (2024-01-01)

On the zero forcing number and propagation time of oriented graphs
af: Sakander Hayat, et al.
Udgivet: (2021-01-01)

Vanishingly Sparse Matrices and Expander Graphs, With Application to Compressed Sensing
af: Bah, B, et al.
Udgivet: (2013)

Expanded graph embedding for joint network alignment and link prediction
af: MHD Samy Alnaimy, et al.
Udgivet: (2022-04-01)

Belief Propagation and LP Relaxation for Weighted Matching in General Graphs
af: Sanghavi, S., et al.
Udgivet: (2013)

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

Unsupervised Chunking Based on Graph Propagation from Bilingual Corpus
af: Ling Zhu, et al.
Udgivet: (2014-01-01)

Adaptive Propagation Graph Convolutional Networks Based on Attention Mechanism
af: Chenfang Zhang, et al.
Udgivet: (2022-09-01)

The Use of Attentive Knowledge Graph Perceptual Propagation for Improving Recommendations
af: Chenming Wang, et al.
Udgivet: (2023-04-01)

Simulating activation propagation in social networks using the graph theory
af: František Dařena, et al.
Udgivet: (2010-01-01)

Rumor Detection by Propagation Embedding Based on Graph Convolutional Network
af: Dang Thinh Vu, et al.
Udgivet: (2021-03-01)