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Graph Neural Network

Papers

Showing 801850 of 3598 papers

TitleStatusHype
RIGNO: A Graph-based framework for robust and accurate operator learning for PDEs on arbitrary domainsCode1
RLSAC: Reinforcement Learning enhanced Sample Consensus for End-to-End Robust EstimationCode1
GeNet: A Graph Neural Network-based Anti-noise Task-Oriented Semantic Communication ParadigmCode1
Robust Preference-Guided Denoising for Graph based Social RecommendationCode1
RoutePlacer: An End-to-End Routability-Aware Placer with Graph Neural NetworkCode1
Graph Neural Networks for Maximum Constraint SatisfactionCode1
Scalable Multi-Agent Reinforcement Learning through Intelligent Information AggregationCode1
Scalable Perception-Action-Communication Loops with Convolutional and Graph Neural NetworksCode1
Scalable Resource Management for Dynamic MEC: An Unsupervised Link-Output Graph Neural Network ApproachCode1
Scalable Surface Reconstruction with Delaunay-Graph Neural NetworksCode1
Scene Designer: a Unified Model for Scene Search and Synthesis from SketchCode1
Discrete-time Temporal Network Embedding via Implicit Hierarchical Learning in Hyperbolic SpaceCode1
SCENE: Reasoning about Traffic Scenes using Heterogeneous Graph Neural NetworksCode1
DisenHAN: Disentangled Heterogeneous Graph Attention Network for RecommendationCode1
Disentangled Graph Neural Networks for Session-based RecommendationCode1
Disentangled Graph Social RecommendationCode1
GraphMETRO: Mitigating Complex Graph Distribution Shifts via Mixture of Aligned ExpertsCode1
Inf-VAE: A Variational Autoencoder Framework to Integrate Homophily and Influence in Diffusion PredictionCode1
AMGNET: multi-scale graph neural networks for flow field predictionCode1
Self-supervised edge features for improved Graph Neural Network trainingCode1
Bilinear Graph Neural Network with Neighbor InteractionsCode1
Distance-Enhanced Graph Neural Network for Link PredictionCode1
A Microstructure-based Graph Neural Network for Accelerating Multiscale SimulationsCode1
Distance-wise Prototypical Graph Neural Network in Node Imbalance ClassificationCode1
Binary Graph Neural NetworksCode1
PowerGear: Early-Stage Power Estimation in FPGA HLS via Heterogeneous Edge-Centric GNNsCode1
Seq-HGNN: Learning Sequential Node Representation on Heterogeneous GraphCode1
Distinguish Confusing Law Articles for Legal Judgment PredictionCode1
Mitigating Oversmoothing Through Reverse Process of GNNs for Heterophilic GraphsCode1
BioX-CPath: Biologically-driven Explainable Diagnostics for Multistain IHC Computational PathologyCode1
A Novel Anomaly Detection Method for Multimodal WSN Data Flow via a Dynamic Graph Neural Network0
Classifying Component Function in Product Assemblies with Graph Neural Networks0
Classification of vertices on social networks by multiple approaches0
An Out-Of-Distribution Membership Inference Attack Approach for Cross-Domain Graph Attacks0
Explicit Pairwise Factorized Graph Neural Network for Semi-Supervised Node Classification0
Chordless Structure: A Pathway to Simple and Expressive GNNs0
Anomaly-resistant Graph Neural Networks via Neural Architecture Search0
Chinese Word Segmentation with Heterogeneous Graph Neural Network0
Annealing Machine-assisted Learning of Graph Neural Network for Combinatorial Optimization0
Accurate Prediction of Free Solvation Energy of Organic Molecules via Graph Attention Network and Message Passing Neural Network from Pairwise Atomistic Interactions0
Explainable AI for Fraud Detection: An Attention-Based Ensemble of CNNs, GNNs, and A Confidence-Driven Gating Mechanism0
An In-depth Summary of Recent Artificial Intelligence Applications in Drug Design0
Adversarial Attacks on Graph Neural Networks based Spatial Resource Management in P2P Wireless Communications0
ChemGraph: An Agentic Framework for Computational Chemistry Workflows0
Exploiting Cross-Session Information for Session-based Recommendation with Graph Neural Networks0
CHARME: A chain-based reinforcement learning approach for the minor embedding problem0
An Implicit GNN Solver for Poisson-like problems0
Accurate, Low-latency, Efficient SAR Automatic Target Recognition on FPGA0
Characterizing and Understanding Distributed GNN Training on GPUs0
Angle Based Feature Learning in GNN for 3D Object Detection using Point Cloud0
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