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...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron:	Deac, A, Lackenby, M, Veličković, P
Fformat:	Conference item
Iaith:	English
Cyhoeddwyd:	Journal of Machine Learning Research 2022

Eitemau Tebyg

Expanders, rank and graphs of groups
gan: Lackenby, M
Cyhoeddwyd: (2004)

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

Expander graphs
gan: Kahale, Nabil
Cyhoeddwyd: (2005)

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

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

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

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

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

Hypergraph expanders from Cayley graphs
gan: Conlon, D
Cyhoeddwyd: (2019)

Light propagation in a weakly perturbed expanding universe
gan: Seljak, Uros̆
Cyhoeddwyd: (2007)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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