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Graph Neural Network

Papers

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Showing 1101–1150 of 3598 papers

TitleStatusHype
NeutronStream: A Dynamic GNN Training Framework with Sliding Window for Graph Streams—0
Neural Sign Actors: A diffusion model for 3D sign language production from text—0
LineConGraphs: Line Conversation Graphs for Effective Emotion Recognition using Graph Neural Networks—0
Dissecting Medical Referral Mechanisms in Health Services: Role of Physician Professional Networks—0
GNN2R: Weakly-Supervised Rationale-Providing Question Answering over Knowledge GraphsCode0
A Generative Self-Supervised Framework using Functional Connectivity in fMRI Data—0
Knowledge Graph Driven Recommendation System Algorithm—0
Semantic Parsing for Question Answering over Knowledge Graphs—0
Preference and Concurrence Aware Bayesian Graph Neural Networks for Recommender Systems—0
Propagate & Distill: Towards Effective Graph Learners Using Propagation-Embracing MLPs—0
Attentional Graph Neural Network Is All You Need for Robust Massive Network Localization—0
Dynamic Fault Characteristics Evaluation in Power Grid—0
PyTorch Geometric High Order: A Unified Library for High Order Graph Neural NetworkCode1
MultiModal-Learning for Predicting Molecular Properties: A Framework Based on Image and Graph Structures—0
Hyper-Relational Knowledge Graph Neural Network for Next POI—0
A Graph Neural Network-Based QUBO-Formulated Hamiltonian-Inspired Loss Function for Combinatorial Optimization using Reinforcement Learning—0
Soil Organic Carbon Estimation from Climate-related Features with Graph Neural Network—0
A Social-aware Gaussian Pre-trained Model for Effective Cold-start Recommendation—0
Interactive Autonomous Navigation with Internal State Inference and Interactivity Estimation—0
Out-of-Distribution Generalized Dynamic Graph Neural Network for Human Albumin Prediction—0
Accurate and interpretable drug-drug interaction prediction enabled by knowledge subgraph learningCode1
VSViG: Real-time Video-based Seizure Detection via Skeleton-based Spatiotemporal ViGCode1
Advancing Fluid-Based Thermal Management Systems Design: Leveraging Graph Neural Networks for Graph Regression and Efficient Enumeration Reduction—0
BHGNN-RT: Network embedding for directed heterogeneous graphsCode0
Out-of-Distribution Generalized Dynamic Graph Neural Network with Disentangled Intervention and Invariance Promotion—0
Finite Volume Features, Global Geometry Representations, and Residual Training for Deep Learning-based CFD SimulationCode0
Fault Detection in Telecom Networks using Bi-level Federated Graph Neural Networks—0
Large Language Models as Topological Structure Enhancers for Text-Attributed Graphs—0
Complexity-Guided Curriculum Learning for Text Graphs—0
Comprehensive Evaluation of GNN Training Systems: A Data Management PerspectiveCode1
ATLANTIC: Structure-Aware Retrieval-Augmented Language Model for Interdisciplinary Science—0
Power grid operational risk assessment using graph neural network surrogates—0
Node Classification in Random TreesCode0
Unveiling the Unseen Potential of Graph Learning through MLPs: Effective Graph Learners Using Propagation-Embracing MLPs—0
Graph Sparsifications using Neural Network Assisted Monte Carlo Tree SearchCode0
Language Semantic Graph Guided Data-Efficient LearningCode0
Emerging Drug Interaction Prediction Enabled by Flow-based Graph Neural Network with Biomedical NetworkCode1
Predicting Scientific Impact Through Diffusion, Conformity, and Contribution DisentanglementCode0
Uplift Modeling based on Graph Neural Network Combined with Causal KnowledgeCode1
Mobility-Induced Graph Learning for WiFi Positioning—0
SceneScore: Learning a Cost Function for Object Arrangement—0
Three-dimensional granular flow simulation using graph neural network-based learned simulator—0
ADAMM: Anomaly Detection of Attributed Multi-graphs with Metadata: A Unified Neural Network ApproachCode0
Interpretable A-posteriori Error Indication for Graph Neural Network Surrogate Models—0
Connecting the Dots: Graph Neural Network Powered Ensemble and Classification of Medical ImagesCode0
Optical Quantum Sensing for Agnostic Environments via Deep Learning—0
CLAMP: A Contrastive Language And Molecule Pre-training NetworkCode0
Relational visual representations underlie human social interaction recognitionCode0
Identification of vortex in unstructured mesh with graph neural networks—0
FourierGNN: Rethinking Multivariate Time Series Forecasting from a Pure Graph PerspectiveCode2
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