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Graph Neural Network

Papers

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Showing 1451–1500 of 3598 papers

TitleStatusHype
Multi-View Empowered Structural Graph Wordification for Language ModelsCode0
Solarcast-ML: Per Node GraphCast Extension for Solar Energy Production—0
Root Cause Localization for Microservice Systems in Cloud-edge Collaborative Environments—0
PPT-GNN: A Practical Pre-Trained Spatio-Temporal Graph Neural Network for Network Security—0
Research and Implementation of Data Enhancement Techniques for Graph Neural Networks—0
When Box Meets Graph Neural Network in Tag-aware RecommendationCode0
Bridging Social Media and Search Engines: Dredge Words and the Detection of Unreliable Domains—0
STNAGNN: Data-driven Spatio-temporal Brain Connectivity beyond FC—0
Global-Local Graph Neural Networks for Node-Classification—0
Graph Neural Thompson Sampling—0
Lift Your Molecules: Molecular Graph Generation in Latent Euclidean Space—0
Compressed Sensor Caching and Collaborative Sparse Data Recovery with Anchor Alignment—0
Scoreformer: A Surrogate Model For Large-Scale Prediction of Docking Scores—0
ALPHAGMUT: A Rationale-Guided Alpha Shape Graph Neural Network to Evaluate Mutation Effects—0
Differentiable Reasoning about Knowledge Graphs with Region-based Graph Neural Networks—0
Self-supervised Graph Neural Network for Mechanical CAD Retrieval—0
Transformers meet Neural Algorithmic Reasoners—0
GraphFM: A Comprehensive Benchmark for Graph Foundation ModelCode0
Scalable Training of Trustworthy and Energy-Efficient Predictive Graph Foundation Models for Atomistic Materials Modeling: A Case Study with HydraGNN—0
Federated Incomplete Multi-View Clustering with Heterogeneous Graph Neural Networks—0
CHARME: A chain-based reinforcement learning approach for the minor embedding problem—0
Embedding-based Multimodal Learning on Pan-Squamous Cell Carcinomas for Improved Survival Outcomes—0
Non-autoregressive Personalized Bundle Generation—0
Rethinking the impact of noisy labels in graph classification: A utility and privacy perspective—0
Logical Distillation of Graph Neural NetworksCode0
MAGNOLIA: Matching Algorithms via GNNs for Online Value-to-go ApproximationCode0
Learning Physical Simulation with Message Passing Transformer—0
Spatiotemporal Graph Neural Network Modelling Perfusion MRI—0
Distributed Combinatorial Optimization of Downlink User Assignment in mmWave Cell-free Massive MIMO Using Graph Neural Networks—0
Security Vulnerability Detection with Multitask Self-Instructed Fine-Tuning of Large Language Models—0
Data-Driven Radio Environment Map Estimation Using Graph Neural Networks—0
Online Frequency Scheduling by Learning Parallel Actions—0
Mobile Network Configuration Recommendation using Deep Generative Graph Neural Network—0
QAGCF: Graph Collaborative Filtering for Q&A Recommendation—0
Energy-based Epistemic Uncertainty for Graph Neural Networks—0
Beyond 5G Network Failure Classification for Network Digital Twin Using Graph Neural Network—0
Flexible ViG: Learning the Self-Saliency for Flexible Object Recognition—0
Learning Optimal Linear Precoding for Cell-Free Massive MIMO with GNNCode0
Talos: A More Effective and Efficient Adversarial Defense for GNN Models Based on the Global Homophily of Graphs—0
Graph Neural Network Explanations are FragileCode0
Real-Time Small-Signal Security Assessment Using Graph Neural Networks—0
Bayesian Mesh Optimization for Graph Neural Networks to Enhance Engineering Performance Prediction—0
Equivariant Machine Learning on Graphs with Nonlinear Spectral Filters—0
Graph Neural Network Enhanced Retrieval for Question Answering of LLMs—0
In-Context Learning of Physical Properties: Few-Shot Adaptation to Out-of-Distribution Molecular Graphs—0
Continuous Geometry-Aware Graph Diffusion via Hyperbolic Neural PDE—0
Know Your Neighborhood: General and Zero-Shot Capable Binary Function Search Powered by Call GraphletsCode0
Graph Neural Network Training Systems: A Performance Comparison of Full-Graph and Mini-Batch—0
Predicting solvation free energies with an implicit solvent machine learning potentialCode0
Unsupervised Mutual Learning of Dialogue Discourse Parsing and Topic SegmentationCode0
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