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Graph Neural Network

Papers

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Showing 1–50 of 3598 papers

TitleStatusHype
Long-Short Distance Graph Neural Networks and Improved Curriculum Learning for Emotion Recognition in ConversationCode0
Multi-Channel Graph Neural Network for Financial Risk Prediction of NEEQ Enterprises—0
Catching Bid-rigging Cartels with Graph Attention Neural Networks—0
Recurrent U-Net-Based Graph Neural Network (RUGNN) for Accurate Deformation Predictions in Sheet Material Forming—0
Credit Risk Analysis for SMEs Using Graph Neural Networks in Supply Chain—0
GNN-ViTCap: GNN-Enhanced Multiple Instance Learning with Vision Transformers for Whole Slide Image Classification and Captioning—0
High Order Collaboration-Oriented Federated Graph Neural Network for Accurate QoS Prediction—0
Graph Collaborative Attention Network for Link Prediction in Knowledge GraphsCode0
RLHGNN: Reinforcement Learning-driven Heterogeneous Graph Neural Network for Next Activity Prediction in Business ProcessesCode0
RaGNNarok: A Light-Weight Graph Neural Network for Enhancing Radar Point Clouds on Unmanned Ground Vehicles—0
Task-Agnostic Contrastive Pretraining for Relational Deep Learning—0
Directed Link Prediction using GNN with Local and Global Feature Fusion—0
Automated Generation of Diverse Courses of Actions for Multi-Agent Operations using Binary Optimization and Graph Learning—0
Fast State-Augmented Learning for Wireless Resource Allocation with Dual Variable Regression—0
TROJAN-GUARD: Hardware Trojans Detection Using GNN in RTL Designs—0
Generative Modeling of Full-Atom Protein Conformations using Latent Diffusion on Graph EmbeddingsCode1
UT-GraphCast Hindcast Dataset: A Global AI Forecast Archive from UT Austin for Weather and Climate Applications—0
DOVA-PATBM: An Intelligent, Adaptive, and Scalable Framework for Optimizing Large-Scale EV Charging Infrastructure—0
Beyond Force Metrics: Pre-Training MLFFs for Stable MD Simulations—0
AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone DetectionCode0
CLGNN: A Contrastive Learning-based GNN Model for Betweenness Centrality Prediction on Temporal Graphs—0
Refining music sample identification with a self-supervised graph neural networkCode1
GITO: Graph-Informed Transformer Operator for Learning Complex Partial Differential Equations—0
KCLNet: Physics-Informed Power Flow Prediction via Constraints Projections—0
SemanticST: Spatially Informed Semantic Graph Learning for Clustering, Integration, and Scalable Analysis of Spatial Transcriptomics—0
Directed Acyclic Graph Convolutional Networks—0
Graph Semi-Supervised Learning for Point Classification on Data Manifolds—0
FIGNN: Feature-Specific Interpretability for Graph Neural Network Surrogate Models—0
Contrastive Matrix Completion with Denoising and Augmented Graph Views for Robust RecommendationCode0
Analysis of Anonymous User Interaction Relationships and Prediction of Advertising Feedback Based on Graph Neural Network—0
HGFormer: A Hierarchical Graph Transformer Framework for Two-Stage Colonel Blotto Games via Reinforcement Learning—0
ST-GraphNet: A Spatio-Temporal Graph Neural Network for Understanding and Predicting Automated Vehicle Crash Severity—0
MAGNet: A Multi-Scale Attention-Guided Graph Fusion Network for DRC Violation Detection—0
Diffusion-Based Hierarchical Graph Neural Networks for Simulating Nonlinear Solid Mechanics—0
EqCollide: Equivariant and Collision-Aware Deformable Objects Neural Simulator—0
Joint Beamforming and Integer User Association using a GNN with Gumbel-Softmax Reparameterizations—0
Ignoring Directionality Leads to Compromised Graph Neural Network Explanations—0
Graph Neural Networks for Resource Allocation in Multi-Channel Wireless Networks—0
chemtrain-deploy: A parallel and scalable framework for machine learning potentials in million-atom MD simulationsCode2
Topology-Aware Graph Neural Network-based State Estimation for PMU-Unobservable Power Systems—0
HIEGNet: A Heterogenous Graph Neural Network Including the Immune Environment in Glomeruli ClassificationCode0
ChemGraph: An Agentic Framework for Computational Chemistry Workflows—0
HGOT: Self-supervised Heterogeneous Graph Neural Network with Optimal Transport—0
Geometric Visual Fusion Graph Neural Networks for Multi-Person Human-Object Interaction Recognition in Videos—0
Stock Market Telepathy: Graph Neural Networks Predicting the Secret Conversations between MINT and G7 Countries—0
iQUEST: An Iterative Question-Guided Framework for Knowledge Base Question Answering—0
Graph Neural Networks for Jamming Source LocalizationCode0
Regulatory Graphs and GenAI for Real-Time Transaction Monitoring and Compliance Explanation in Banking—0
Studying and Improving Graph Neural Network-based Motif Estimation—0
How hard is learning to cut? Trade-offs and sample complexity—0
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