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Graph Neural Network

Papers

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Showing 1551–1600 of 3598 papers

TitleStatusHype
Enhancing Missing Data Imputation through Combined Bipartite Graph and Complete Directed Graph—0
Enhancing material property prediction with ensemble deep graph convolutional networks—0
Explainable AI for Fraud Detection: An Attention-Based Ensemble of CNNs, GNNs, and A Confidence-Driven Gating Mechanism—0
Enhancing High-Energy Particle Physics Collision Analysis through Graph Data Attribution Techniques—0
An In-depth Summary of Recent Artificial Intelligence Applications in Drug Design—0
Adversarial Attacks on Graph Neural Networks based Spatial Resource Management in P2P Wireless Communications—0
Accurate Prediction of Free Solvation Energy of Organic Molecules via Graph Attention Network and Message Passing Neural Network from Pairwise Atomistic Interactions—0
ChemGraph: An Agentic Framework for Computational Chemistry Workflows—0
Enhancing GNNs with Architecture-Agnostic Graph Transformations: A Systematic Analysis—0
CHARME: A chain-based reinforcement learning approach for the minor embedding problem—0
Enhancing Federated Graph Learning via Adaptive Fusion of Structural and Node Characteristics—0
Enhancing Extractive Text Summarization with Topic-Aware Graph Neural Networks—0
An Implicit GNN Solver for Poisson-like problems—0
Enhanced sampling of Crystal Nucleation with Graph Representation Learnt Variables—0
Characterizing and Understanding Distributed GNN Training on GPUs—0
Angle Based Feature Learning in GNN for 3D Object Detection using Point Cloud—0
Energy-based Epistemic Uncertainty for Graph Neural Networks—0
End-to-end Wind Turbine Wake Modelling with Deep Graph Representation Learning—0
Chainlet Orbits: Topological Address Embedding for the Bitcoin Blockchain—0
End-to-end multi-particle reconstruction in high occupancy imaging calorimeters with graph neural networks—0
End-to-End Mesh Optimization of a Hybrid Deep Learning Black-Box PDE Solver—0
CGNN: Traffic Classification with Graph Neural Network—0
End-to-end Deformable Attention Graph Neural Network for Single-view Liver Mesh Reconstruction—0
CF-GO-Net: A Universal Distribution Learner via Characteristic Function Networks with Graph Optimizers—0
An Extendible, Graph-Neural-Network-Based Approach for Accurate Force Field Development of Large Flexible Organic Molecules—0
Adversarial Active Learning based Heterogeneous Graph Neural Network for Fake News Detection—0
Accurate, Low-latency, Efficient SAR Automatic Target Recognition on FPGA—0
Empowering Graph Representation Learning with Paired Training and Graph Co-Attention—0
GraphSCENE: On-Demand Critical Scenario Generation for Autonomous Vehicles in Simulation—0
Employing Graph Representations for Cell-level Characterization of Melanoma MELC Samples—0
An Exploratory Study of Stock Price Movements from Earnings Calls—0
Embedding Symbolic Temporal Knowledge into Deep Sequential Models—0
Embedding-based Multimodal Learning on Pan-Squamous Cell Carcinomas for Improved Survival Outcomes—0
EL-MLFFs: Ensemble Learning of Machine Leaning Force Fields—0
CensNet: Convolution with Edge-Node Switching in Graph Neural Networks—0
An Exploitation of Heterogeneous Graph Neural Network for Extractive Long Document Summarization—0
Advancing Molecular Machine Learning Representations with Stereoelectronics-Infused Molecular Graphs—0
EGraFFBench: Evaluation of Equivariant Graph Neural Network Force Fields for Atomistic Simulations—0
Efficient Transition State Searches by Freezing String Method with Graph Neural Network Potentials—0
Efficient Traffic State Forecasting using Spatio-Temporal Network Dependencies: A Sparse Graph Neural Network Approach—0
Enhancing Worker Recruitment in Collaborative Mobile Crowdsourcing: A Graph Neural Network Trust Evaluation Approach—0
Causal Lifting and Link Prediction—0
Efficient Network Representation for GNN-based Intrusion Detection—0
Efficient Low-Rank GNN Defense Against Structural Attacks—0
Causality-based Subject and Task Fingerprints using fMRI Time-series Data—0
An Experimental Comparison of Partitioning Strategies for Distributed Graph Neural Network Training—0
Advancing Heatwave Forecasting via Distribution Informed-Graph Neural Networks (DI-GNNs): Integrating Extreme Value Theory with GNNs—0
Joint Beamforming and Integer User Association using a GNN with Gumbel-Softmax Reparameterizations—0
Parkinson's Disease Detection from Resting State EEG using Multi-Head Graph Structure Learning with Gradient Weighted Graph Attention Explanations—0
Efficient Long-distance Latent Relation-aware Graph Neural Network for Multi-modal Emotion Recognition in Conversations—0
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Benchmark Results

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