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...

Deskribapen osoa

Xehetasun bibliografikoak
Egile Nagusiak:	Deac, A, Lackenby, M, Veličković, P
Formatua:	Conference item
Hizkuntza:	English
Argitaratua:	Journal of Machine Learning Research 2022

Antzeko izenburuak

Expanders, rank and graphs of groups
nork: Lackenby, M
Argitaratua: (2004)

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

Expander graphs
nork: Kahale, Nabil
Argitaratua: (2005)

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

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

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

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

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

Hypergraph expanders from Cayley graphs
nork: Conlon, D
Argitaratua: (2019)

Light propagation in a weakly perturbed expanding universe
nork: Seljak, Uros̆
Argitaratua: (2007)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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