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Graph Neural Network

Papers

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Showing 3301–3350 of 3598 papers

TitleStatusHype
Graph Neural Networks for Social RecommendationCode0
CliquePH: Higher-Order Information for Graph Neural Networks through Persistent Homology on Clique GraphsCode0
Multi-level Community-awareness Graph Neural Networks for Neural Machine TranslationCode0
CLEVR Parser: A Graph Parser Library for Geometric Learning on Language Grounded Image ScenesCode0
Revisiting Graph Neural Networks: All We Have is Low-Pass FiltersCode0
CLAMP: A Contrastive Language And Molecule Pre-training NetworkCode0
Multi-modal Graph Neural Network for Early Diagnosis of Alzheimer's Disease from sMRI and PET ScansCode0
A Survey of Graph Neural Networks for Recommender Systems: Challenges, Methods, and DirectionsCode0
Graph Neural Networks for Jamming Source LocalizationCode0
AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone DetectionCode0
Chi-Square Wavelet Graph Neural Networks for Heterogeneous Graph Anomaly DetectionCode0
Characterizing the Efficiency of Graph Neural Network Frameworks with a Magnifying GlassCode0
Graph Neural Networks for Image Understanding Based on Multiple Cues: Group Emotion Recognition and Event Recognition as Use CasesCode0
StackVAE-G: An efficient and interpretable model for time series anomaly detectionCode0
Multimodal weighted graph representation for information extraction from visually rich documents.Code0
STAGE: Simplified Text-Attributed Graph Embeddings Using Pre-trained LLMsCode0
EchoEA: Echo Information between Entities and Relations for Entity AlignmentCode0
Multi-Paradigm Analysis of Thai Capital Market Linkages: Bivariate/Vine Copulas, Granger Causality, Network Centrality, and Graph Neural Network/Graph Embedding ApproachesCode0
Weakly-Supervised 3D Scene Graph Generation via Visual-Linguistic Assisted Pseudo-labelingCode0
R-GSN: The Relation-based Graph Similar Network for Heterogeneous GraphCode0
E2GNN: Efficient Graph Neural Network Ensembles for Semi-Supervised ClassificationCode0
Graph Neural Networks for Decentralized Multi-Robot Path PlanningCode0
Uncertainty-aware Traffic Prediction under Missing DataCode0
Dynamic Neural Dowker Network: Approximating Persistent Homology in Dynamic Directed GraphsCode0
DuoGNN: Topology-aware Graph Neural Network with Homophily and Heterophily Interaction-DecouplingCode0
Dual Policy Learning for Aggregation Optimization in Graph Neural Network-based Recommender SystemsCode0
A Simple Yet Effective SVD-GCN for Directed GraphsCode0
Graph Neural Networks for Contextual ASR with the Tree-Constrained Pointer GeneratorCode0
CG-TGAN: Conditional Generative Adversarial Networks with Graph Neural Networks for Tabular Data SynthesizingCode0
Centrality Graph Shift Operators for Graph Neural NetworksCode0
Weakly-Supervised Modeling of Contextualized Event Embedding for Discourse RelationsCode0
RLHGNN: Reinforcement Learning-driven Heterogeneous Graph Neural Network for Next Activity Prediction in Business ProcessesCode0
Censoring chemical data to mitigate dual use riskCode0
DrugOOD: Out-of-Distribution (OOD) Dataset Curator and Benchmark for AI-aided Drug Discovery -- A Focus on Affinity Prediction Problems with Noise AnnotationsCode0
Graph Neural Networks: A Review of Methods and ApplicationsCode0
A Simple Temporal Information Matching Mechanism for Entity Alignment Between Temporal Knowledge GraphsCode0
Multi-Task Classification of Sewer Pipe Defects and Properties using a Cross-Task Graph Neural Network DecoderCode0
Spin-Dependent Graph Neural Network Potential for Magnetic MaterialsCode0
Torsion Graph Neural NetworksCode0
Variationally Regularized Graph-based Representation Learning for Electronic Health RecordsCode0
A hybrid deep-learning-metaheuristic framework for bi-level network design problemsCode0
DrugChat: Towards Enabling ChatGPT-Like Capabilities on Drug Molecule GraphsCode0
A graph neural network-based model with Out-of-Distribution Robustness for enhancing Antiretroviral Therapy Outcome Prediction for HIV-1Code0
Multi-Temporal Relationship Inference in Urban AreasCode0
Robust Causal Graph Representation Learning against Confounding EffectsCode0
DR-Label: Improving GNN Models for Catalysis Systems by Label Deconstruction and ReconstructionCode0
Graph Neural Network for Music Score Data and Modeling Expressive Piano PerformanceCode0
Graph Neural Network Explanations are FragileCode0
Graph Neural Network Encoding for Community Detection in Attribute NetworksCode0
Robust Graph Clustering via Meta Weighting for Noisy GraphsCode0
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Benchmark Results

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