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Graph Neural Network

Papers

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Showing 701–750 of 3598 papers

TitleStatusHype
PPT-GNN: A Practical Pre-Trained Spatio-Temporal Graph Neural Network for Network Security—0
Solarcast-ML: Per Node GraphCast Extension for Solar Energy Production—0
Root Cause Localization for Microservice Systems in Cloud-edge Collaborative Environments—0
MolecularGPT: Open Large Language Model (LLM) for Few-Shot Molecular Property PredictionCode1
Research and Implementation of Data Enhancement Techniques for Graph Neural Networks—0
STNAGNN: Data-driven Spatio-temporal Brain Connectivity beyond FC—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
Global-Local Graph Neural Networks for Node-Classification—0
Lift Your Molecules: Molecular Graph Generation in Latent Euclidean Space—0
Graph Neural Thompson Sampling—0
Compressed Sensor Caching and Collaborative Sparse Data Recovery with Anchor Alignment—0
Differentiable Reasoning about Knowledge Graphs with Region-based Graph Neural Networks—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
Transformers meet Neural Algorithmic Reasoners—0
Self-supervised Graph Neural Network for Mechanical CAD Retrieval—0
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
GraphFM: A Comprehensive Benchmark for Graph Foundation ModelCode0
Conformal Load Prediction with Transductive Graph AutoencodersCode1
Heuristic Learning with Graph Neural Networks: A Unified Framework for Link PredictionCode1
Embedding-based Multimodal Learning on Pan-Squamous Cell Carcinomas for Improved Survival Outcomes—0
CHARME: A chain-based reinforcement learning approach for the minor embedding problem—0
Rethinking the impact of noisy labels in graph classification: A utility and privacy perspective—0
Non-autoregressive Personalized Bundle Generation—0
Logical Distillation of Graph Neural NetworksCode0
Spatiotemporal Graph Neural Network Modelling Perfusion MRI—0
Learning Physical Simulation with Message Passing Transformer—0
MAGNOLIA: Matching Algorithms via GNNs for Online Value-to-go ApproximationCode0
Data-Driven Radio Environment Map Estimation Using Graph Neural Networks—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
Scaling Graph Convolutions for Mobile VisionCode1
QAGCF: Graph Collaborative Filtering for Q&A Recommendation—0
Mobile Network Configuration Recommendation using Deep Generative Graph Neural Network—0
Online Frequency Scheduling by Learning Parallel Actions—0
Flexible ViG: Learning the Self-Saliency for Flexible Object Recognition—0
Beyond 5G Network Failure Classification for Network Digital Twin Using Graph Neural Network—0
Talos: A More Effective and Efficient Adversarial Defense for GNN Models Based on the Global Homophily of Graphs—0
Energy-based Epistemic Uncertainty for Graph Neural Networks—0
Learning Optimal Linear Precoding for Cell-Free Massive MIMO with GNNCode0
PANDA: Expanded Width-Aware Message Passing Beyond RewiringCode1
Combining Graph Neural Network and Mamba to Capture Local and Global Tissue Spatial Relationships in Whole Slide ImagesCode1
Real-Time Small-Signal Security Assessment Using Graph Neural Networks—0
Aligning Transformers with Weisfeiler-LemanCode1
Graph Neural Network Explanations are FragileCode0
GraphAlign: Pretraining One Graph Neural Network on Multiple Graphs via Feature AlignmentCode1
RoutePlacer: An End-to-End Routability-Aware Placer with Graph Neural NetworkCode1
Bayesian Mesh Optimization for Graph Neural Networks to Enhance Engineering Performance Prediction—0
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