"Graph"的相关文档

标签“Graph”的相关文档，共103条

Graph Neural Networks Inspired by Classical Iterative Algorithms
GraphNeuralNetworksInspiredbyClassicalIterativeAlgorithmsYongyiYang1†TangLiu1†YangkunWang2†JinjingZhou3QuanGan3ZheweiWei4ZhengZhang3ZengfengHuang1DavidWipf3Abstract1.IntroductionDespitetherecent...
Neural Networks Graph by Iterative
2023-11-16 18:46:51875445.1 KB25
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Graph Cuts Always Find a Global Optimum for Potts Models (With a Catch)
GraphCutsAlwaysFindaGlobalOptimumforPottsModels(WithaCatch)HunterLang1DavidSontag1AravindanVijayaraghavan2Abstractcomputervision.Thesealgorithmsarepopularbecausetheyaresimpleandefﬁcient,andtheyret...
for Graph Global Find Cuts
2023-11-16 18:46:5010651.73 MB11
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Graph Mixture Density Networks
GraphMixtureDensityNetworksFedericoErrica1DavideBacciu1AlessioMicheli1Abstractmatteroffact,amultimodaltargetdistributionassociatesmorethanonelikelyoutcomewithagiveninputsample,WeintroducetheGraphMi...
Networks Graph Density Mixture
2023-11-16 18:46:5017063.47 MB25
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Graph Convolution for Semi-Supervised Classification Improved Linear Separability and Out-of-Distribution Generalization
GraphConvolutionforSemi-SupervisedClassiﬁcation:ImprovedLinearSeparabilityandOut-of-DistributionGeneralizationAseemBaranwal1KimonFountoulakis1AukoshJagannath2Abstractetal.,2016),andclassifyingtype...
for Graph Classification Convolution Linear
2023-11-16 18:46:5019657.81 MB18
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GRAND Graph Neural Diffusion
GRAND:GraphNeuralDiffusionBenjaminP.Chamberlain1JamesRowbottom1MariaGorinova1StefanWebb1EmanueleRossi1MichaelM.Bronstein123AbstractPDEsareamongthemoststudiedmathematicalconstruc-tions,withavastlite...
Neural Graph Diffusion GRAND
2023-11-16 18:46:5016431.47 MB3
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Graph Contrastive Learning Automated
GraphContrastiveLearningAutomatedYuningYou1TianlongChen2YangShen1ZhangyangWang2Abstract1.IntroductionSelf-supervisedlearningonGraph-structureddataSelf-supervisedlearningonGraph-structureddatahasrai...
Learning Graph Automated Contrastive
2023-11-16 18:46:491712925.16 KB17
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GNNAutoScale Scalable and Expressive Graph Neural Networks via Historical Embeddings
GNNAutoScale:ScalableandExpressiveGraphNeuralNetworksviaHistoricalEmbeddingsMatthiasFey1JanEricLenssen1FrankWeichert1JureLeskovec2AbstractWhilethefull-gradientinaGNNisstraightforwardtocom-pute,assu...
Neural Networks and Graph Expressive
2023-11-16 18:46:481645370.69 KB17
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Generative Causal Explanations for Graph Neural Networks
GenerativeCausalExplanationsforGraphNeuralNetworksWanyuLin12HaoLan2BaochunLi2AbstractDespitetheirpracticalsuccess,mostGNNsaredeployedasblackboxes,lackingexplicitdeclarativeknowledgerepre-Thispaperp...
Neural for Networks Generative Graph
2023-11-16 18:46:4614105.55 MB15
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Explainable Automated Graph Representation Learning with Hyperparameter Importance
ExplainableAutomatedGraphRepresentationLearningwithHyperparameterImportanceXinWang1ShuyiFan1KunKuang2WenwuZhu1Abstract1.IntroductionCurrentGraphrepresentation(GR)algorithmsre-Graphrepresentation(GR...
Learning with Graph Automated Hyperparameter
2023-11-16 18:38:039615.39 MB1
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Elastic Graph Neural Networks
ElasticGraphNeuralNetworksXiaoruiLiu1WeiJin1YaoMa1YaxinLi1HuaLiu2YiqiWang1MingYan3JiliangTang1Abstractarchitecturedesignhasbeenmotivatedfromspectraldo-main(Kipf&Welling,2016;Defferrardetal.,2016)an...
Neural Networks Graph Elastic
2023-11-16 18:37:5913801.16 MB21
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E(n) Equivariant Graph Neural Networks
E(n)EquivariantGraphNeuralNetworksVictorGarciaSatorras1EmielHoogeboom1MaxWelling1AbstractThispaperintroducesanewmodeltolearnGraphneuralnetworksequivarianttorotations,transla-tions,reﬂectionsandper...
Neural Networks Graph Equivariant
2023-11-16 18:37:561019940.86 KB5
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Discrete-Valued Latent Preference Matrix Estimation with Graph Side Information
Discrete-ValuedLatentPreferenceMatrixEstimationwithGraphSideInformationChanghunJo1KangwookLee2AbstracthavestartedtouseasocialGraphtoresolvethecoldstartproblem.Forinstance,Jamali&Ester(2010)providea...
Matrix with Graph Estimation Latent
2023-11-16 18:31:10978662.39 KB20
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Directional Graph Networks
DirectionalGraphNetworksDominiqueBeaini1SaroPassaro2VincentLe´tourneau13WilliamL.Hamilton34GabrieleCorso2PietroLio`2Abstractnels(alsocalledisotropickernels)(Kipf&Welling,2016;Gilmeretal.,2017).The...
Networks Graph Directional
2023-11-16 18:31:0910962.09 MB26
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Directed Graph Embeddings in Pseudo-Riemannian Manifolds
DirectedGraphEmbeddingsinPseudo-RiemannianManifoldsAaronSim1MaciejWiatrak1AngusBrayne1Pa´id´ıCreed1SaeePaliwal1Abstractattractableranks,withoutlossofinformation(Nickeletal.,2011;Bouchardetal.,20...
Embeddings Graph in Manifolds Directed
2023-11-16 18:31:0918793.33 MB26
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Deep Latent Graph Matching
DeepLatentGraphMatchingTianshuYu1RunzhongWang2JunchiYan2BaoxinLi1Abstractrick,2004)),GMhasreceivedpersistentattentionfromthemachinelearningandoptimizationcommunitiesformanyDeeplearningforGraphmatch...
Matching Graph Deep Latent
2023-11-16 18:31:019781.1 MB23
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Breaking the Limits of Message Passing Graph Neural Networks
BreakingtheLimitsofMessagePassingGraphNeuralNetworksMuhammetBalcilar12PierreHe´roux1BenoitGau¨ze`re3PascalVasseur14Se´bastienAdam1PaulHoneine1Abstractableweights.Theseweightscanbesharedwithrespe...
of Graph the Breaking Message
2023-11-16 18:11:161189464.44 KB8
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Controlling Graph Dynamics with Reinforcement Learning and Graph Neural Networks
ControllingGraphDynamicswithReinforcementLearningandGraphNeuralNetworksEliA.Meirom1HaggaiMaron1ShieMannor1GalChechik1AbstractFigure1.AviralinfectionprocessonaGraphandaninterventionaimedtostopitsspr...
Learning and with Reinforcement Graph
2023-11-16 18:11:159641.96 MB5
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A Unified Lottery Ticket Hypothesis for Graph Neural Networks
AUniﬁedLotteryTicketHypothesisforGraphNeuralNetworksTianlongChen1YongduoSui2XuxiChen1AstonZhang3ZhangyangWang1Abstract0.0059.0486.580.0083.2294.5097.75WithGraphsrapidlygrowinginsizeanddeeperGNNSpa...
Neural for Hypothesis Graph Unified
2023-11-16 18:00:1915833.57 MB28
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Spectral Graph Matching and Regularized Quadratic Relaxations Algorithm and Theory
SpectralGraphMatchingandRegularizedQuadraticRelaxations:AlgorithmandTheoryZhouFan1ChengMao2YihongWu1JiamingXu3Abstractcomputationalbiology(Singhetal.,2008;Kazemietal.,2016).Findingthebestmatchingbe...
Matching and Graph Spectral Regularized
2023-11-14 21:46:2914471.78 MB30
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Spectral Clustering with Graph Neural Networks for Graph Pooling
SpectralClusteringwithGraphNeuralNetworksforGraphPoolingFilippoMariaBianchi1DanieleGrattarola2CesareAlippi23AbstractMessage-passingMinCutPoolMessage-passingSpectralclustering(SC)isapopularclusterin...
Neural for Networks with Graph
2023-11-14 21:46:281535691.72 KB26
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