| Recurrent Graph Transformer Network for Multiple Fault Localization in Naval Shipboard Systems | Sep 16, 2024 | Diagnosticenergy management | —Unverified | 0 |
| Generalizability of Graph Neural Network Force Fields for Predicting Solid-State Properties | Sep 16, 2024 | Graph Neural Network | —Unverified | 0 |
| Predicting building types and functions at transnational scale | Sep 15, 2024 | Graph Neural Network | —Unverified | 0 |
| Operational Wind Speed Forecasts for Chile's Electric Power Sector Using a Hybrid ML Model | Sep 14, 2024 | Graph Neural Network | —Unverified | 0 |
| Improved Physics-Informed Neural Network based AC Power Flow for Distribution Networks | Sep 14, 2024 | Graph Neural Network | —Unverified | 0 |
| ATFLRec: A Multimodal Recommender System with Audio-Text Fusion and Low-Rank Adaptation via Instruction-Tuned Large Language Model | Sep 13, 2024 | Graph Neural NetworkLanguage Modeling | —Unverified | 0 |
| Tera-SpaceCom: GNN-based Deep Reinforcement Learning for Joint Resource Allocation and Task Offloading in TeraHertz Band Space Networks | Sep 12, 2024 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Gaussian Garments: Reconstructing Simulation-Ready Clothing with Photorealistic Appearance from Multi-View Video | Sep 12, 2024 | Graph Neural Network | —Unverified | 0 |
| Mesh-based Super-Resolution of Fluid Flows with Multiscale Graph Neural Networks | Sep 12, 2024 | Graph Neural NetworkSuper-Resolution | —Unverified | 0 |
| GRE^2-MDCL: Graph Representation Embedding Enhanced via Multidimensional Contrastive Learning | Sep 12, 2024 | Community DetectionContrastive Learning | —Unverified | 0 |
| CliquePH: Higher-Order Information for Graph Neural Networks through Persistent Homology on Clique Graphs | Sep 12, 2024 | Graph ClassificationGraph Learning | CodeCode Available | 0 |
| Demo: SGCode: A Flexible Prompt-Optimizing System for Secure Generation of Code | Sep 11, 2024 | Code GenerationGraph Neural Network | —Unverified | 0 |
| Leveraging User-Generated Reviews for Recommender Systems with Dynamic Headers | Sep 11, 2024 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| Information Extraction from Visually Rich Documents Using Directed Weighted Graph Neural Network | Sep 11, 2024 | Document Layout Analysisdocument understanding | CodeCode Available | 0 |
| Seg-HGNN: Unsupervised and Light-Weight Image Segmentation with Hyperbolic Graph Neural Networks | Sep 10, 2024 | Graph Neural NetworkImage Segmentation | —Unverified | 0 |
| D3-GNN: Dynamic Distributed Dataflow for Streaming Graph Neural Networks | Sep 10, 2024 | Graph Neural Network | —Unverified | 0 |
| Learn2Aggregate: Supervised Generation of Chvátal-Gomory Cuts Using Graph Neural Networks | Sep 10, 2024 | Feature EngineeringGraph Neural Network | —Unverified | 0 |
| Generative Hierarchical Materials Search | Sep 10, 2024 | Formation EnergyGraph Neural Network | —Unverified | 0 |
| Enhancing Graph Contrastive Learning with Reliable and Informative Augmentation for Recommendation | Sep 9, 2024 | Collaborative FilteringContrastive Learning | CodeCode Available | 0 |
| Stress Predictions in Polycrystal Plasticity using Graph Neural Networks with Subgraph Training | Sep 8, 2024 | Deep LearningGraph Neural Network | CodeCode Available | 0 |
| Sequential Classification of Misinformation | Sep 7, 2024 | Binary ClassificationClassification | CodeCode Available | 0 |
| CrysAtom: Distributed Representation of Atoms for Crystal Property Prediction | Sep 7, 2024 | Formation EnergyGraph Neural Network | —Unverified | 0 |
| Up-sampling-only and Adaptive Mesh-based GNN for Simulating Physical Systems | Sep 7, 2024 | Graph Neural Network | —Unverified | 0 |
| Solving Stochastic Orienteering Problems with Chance Constraints Using a GNN Powered Monte Carlo Tree Search | Sep 6, 2024 | Graph Neural Network | —Unverified | 0 |
| Global Stock Market Volatility Forecasting Incorporating Dynamic Graphs and All Trading Days | Sep 6, 2024 | AllDecision Making | CodeCode Available | 0 |
| Do We Trust What They Say or What They Do? A Multimodal User Embedding Provides Personalized Explanations | Sep 4, 2024 | Graph Neural NetworkRepresentation Learning | —Unverified | 0 |
| Word and Phrase Features in Graph Convolutional Network for Automatic Question Classification | Sep 4, 2024 | ClassificationGraph Neural Network | —Unverified | 0 |
| A Lesion-aware Edge-based Graph Neural Network for Predicting Language Ability in Patients with Post-stroke Aphasia | Sep 3, 2024 | Functional ConnectivityGraph Neural Network | —Unverified | 0 |
| Large-scale Urban Facility Location Selection with Knowledge-informed Reinforcement Learning | Sep 3, 2024 | Combinatorial OptimizationGraph Neural Network | —Unverified | 0 |
| Detecting Homeomorphic 3-manifolds via Graph Neural Networks | Sep 1, 2024 | Graph Neural Network | CodeCode Available | 0 |
| Curvy: A Parametric Cross-section based Surface Reconstruction | Sep 1, 2024 | Graph Neural NetworkSurface Reconstruction | —Unverified | 0 |
| Graph neural network-based lithium-ion battery state of health estimation using partial discharging curve | Aug 30, 2024 | Anomaly DetectionGraph Neural Network | —Unverified | 0 |
| A Homogeneous Graph Neural Network for Precoding and Power Allocation in Scalable Wireless Networks | Aug 30, 2024 | Graph Neural Network | —Unverified | 0 |
| H-SGANet: Hybrid Sparse Graph Attention Network for Deformable Medical Image Registration | Aug 29, 2024 | Deformable Medical Image RegistrationGPU | —Unverified | 0 |
| TG-PhyNN: An Enhanced Physically-Aware Graph Neural Network framework for forecasting Spatio-Temporal Data | Aug 29, 2024 | Graph Neural NetworkPrediction | —Unverified | 0 |
| SFR-GNN: Simple and Fast Robust GNNs against Structural Attacks | Aug 29, 2024 | Contrastive LearningGraph Neural Network | —Unverified | 0 |
| Str-L Pose: Integrating Point and Structured Line for Relative Pose Estimation in Dual-Graph | Aug 28, 2024 | Autonomous DrivingGraph Neural Network | —Unverified | 0 |
| Temporal Graph Neural Network-Powered Paper Recommendation on Dynamic Citation Networks | Aug 27, 2024 | ArticlesGraph Neural Network | —Unverified | 0 |
| Graph and Sequential Neural Networks in Session-based Recommendation: A Survey | Aug 27, 2024 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| Understanding GNNs for Boolean Satisfiability through Approximation Algorithms | Aug 27, 2024 | Decision MakingGraph Neural Network | —Unverified | 0 |
| Meta Flow Matching: Integrating Vector Fields on the Wasserstein Manifold | Aug 26, 2024 | Graph Neural Network | —Unverified | 0 |
| PAGE: Parametric Generative Explainer for Graph Neural Network | Aug 26, 2024 | DecoderDimensionality Reduction | CodeCode Available | 0 |
| Optimizing Luxury Vehicle Dealership Networks: A Graph Neural Network Approach to Site Selection | Aug 25, 2024 | Decision MakingGraph Neural Network | CodeCode Available | 0 |
| A proof of contribution in blockchain using game theoretical deep learning model | Aug 25, 2024 | Edge-computingGraph Neural Network | —Unverified | 0 |
| Knowledge-Aware Conversation Derailment Forecasting Using Graph Convolutional Networks | Aug 24, 2024 | Common Sense ReasoningGraph Neural Network | —Unverified | 0 |
| GNN: Graph Neural Network and Large Language Model for Data Discovery | Aug 24, 2024 | AttributeGraph Neural Network | —Unverified | 0 |
| Applying graph neural network to SupplyGraph for supply chain network | Aug 23, 2024 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Behavior Pattern Mining-based Multi-Behavior Recommendation | Aug 22, 2024 | Graph Neural NetworkRecommendation Systems | CodeCode Available | 0 |
| Towards Probabilistic Inductive Logic Programming with Neurosymbolic Inference and Relaxation | Aug 21, 2024 | Graph Neural NetworkInductive logic programming | —Unverified | 0 |
| GAIM: Attacking Graph Neural Networks via Adversarial Influence Maximization | Aug 20, 2024 | Adversarial AttackGraph Neural Network | —Unverified | 0 |