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Graph Neural Network

Papers

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Showing 2951–3000 of 3598 papers

TitleStatusHype
Enhancing Heterogeneous Multi-Agent Cooperation in Decentralized MARL via GNN-driven Intrinsic RewardsCode0
Iterative Sizing Field Prediction for Adaptive Mesh Generation From Expert DemonstrationsCode0
Predicting Brain Multigraph Population From a Single Graph Template for Boosting One-Shot ClassificationCode0
Iterative GNN-based Decoder for Question GenerationCode0
Item Tagging for Information Retrieval: A Tripartite Graph Neural Network based ApproachCode0
Towards Graph Foundation Models: Learning Generalities Across Graphs via Task-TreesCode0
Adapting Triplet Importance of Implicit Feedback for Personalized RecommendationCode0
Predicting Citi Bike Demand Evolution Using Dynamic GraphsCode0
Learning Decentralized Swarms Using Rotation Equivariant Graph Neural NetworksCode0
Unsupervised Mutual Learning of Dialogue Discourse Parsing and Topic SegmentationCode0
An FEA surrogate model with Boundary Oriented Graph Embedding approachCode0
Learning Dynamic Graphs from All Contextual Information for Accurate Point-of-Interest Visit ForecastingCode0
Learning Dynamics from Multicellular Graphs with Deep Neural NetworksCode0
SIG: Efficient Self-Interpretable Graph Neural Network for Continuous-time Dynamic GraphsCode0
DDoS: A Graph Neural Network based Drug Synergy Prediction AlgorithmCode0
iSpLib: A Library for Accelerating Graph Neural Networks using Auto-tuned Sparse OperationsCode0
Unsupervised Optimal Power Flow Using Graph Neural NetworksCode0
Learning from Heterogeneity: A Dynamic Learning Framework for HypergraphsCode0
Predicting solvation free energies with an implicit solvent machine learning potentialCode0
Automating Style Analysis and Visualization With Explainable AI -- Case Studies on Brand RecognitionCode0
FC-GNN: Recovering Reliable and Accurate Correspondences from InterferencesCode0
Predicting the Temperature-Dependent CMC of Surfactant Mixtures with Graph Neural NetworksCode0
Learning Graph Representation of Agent DiffusersCode0
Fast Interactive Video Object Segmentation with Graph Neural NetworksCode0
Data-Driven Learning of Geometric Scattering NetworksCode0
I Open at the Close: A Deep Reinforcement Learning Evaluation of Open Streets InitiativesCode0
Learning Hierarchical Graph Neural Networks for Image ClusteringCode0
Predicting Viral Rumors and Vulnerable Users for Infodemic SurveillanceCode0
Investigating Relational State Abstraction in Collaborative MARLCode0
Unsupervised Person Re-Identification with Wireless Positioning under Weak Scene LabelingCode0
A Neural Network Architecture for Program Understanding Inspired by Human BehaviorsCode0
Tensor-view Topological Graph Neural NetworkCode0
Hierarchical information matters: Text classification via tree based graph neural networkCode0
Transferring Robustness for Graph Neural Network Against Poisoning AttacksCode0
Learning Load Balancing with GNN in MPTCP-Enabled Heterogeneous NetworksCode0
Learning Local Search Heuristics for Boolean SatisfiabilityCode0
Invertible Neural Networks for Graph PredictionCode0
An entity-guided text summarization framework with relational heterogeneous graph neural networkCode0
Similarity-based Feature Extraction for Large-scale Sparse Traffic ForecastingCode0
Similarity Equivariant Graph Neural Networks for Homogenization of MetamaterialsCode0
Data augmentation on graphs for table type classificationCode0
Learning Optimal Linear Precoding for Cell-Free Massive MIMO with GNNCode0
Learning optimal objective values for MILPCode0
Learning Parametrised Graph Shift OperatorsCode0
Automatic AI Model Selection for Wireless Systems: Online Learning via Digital TwinningCode0
An End-to-End Deep Learning Architecture for Graph ClassificationCode0
Stress Predictions in Polycrystal Plasticity using Graph Neural Networks with Subgraph TrainingCode0
DAMSL: Domain Agnostic Meta Score-based LearningCode0
FastCover: An Unsupervised Learning Framework for Multi-Hop Influence Maximization in Social NetworksCode0
Invariant Representations of Embedded Simplicial ComplexesCode0
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