| Morphological-Symmetry-Equivariant Heterogeneous Graph Neural Network for Robotic Dynamics Learning | Dec 2, 2024 | Graph Neural Network | CodeCode Available | 0 |
| Superhypergraph Neural Networks and Plithogenic Graph Neural Networks: Theoretical Foundations | Dec 2, 2024 | Graph Neural Network | —Unverified | 0 |
| Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence | Nov 30, 2024 | Chemical ProcessGraph Neural Network | —Unverified | 0 |
| A Self-Explainable Heterogeneous GNN for Relational Deep Learning | Nov 30, 2024 | Deep LearningGraph Neural Network | CodeCode Available | 0 |
| RL-MILP Solver: A Reinforcement Learning Approach for Solving Mixed-Integer Linear Programs with Graph Neural Networks | Nov 29, 2024 | Graph Neural NetworkReinforcement Learning (RL) | —Unverified | 0 |
| Integrating Functionalities To A System Via Autoencoder Hippocampus Network | Nov 28, 2024 | DecoderGraph Neural Network | —Unverified | 0 |
| GRU-PFG: Extract Inter-Stock Correlation from Stock Factors with Graph Neural Network | Nov 28, 2024 | Graph Neural NetworkPrediction | CodeCode Available | 0 |
| Learning optimal objective values for MILP | Nov 27, 2024 | Decision MakingGraph Neural Network | CodeCode Available | 0 |
| Graph Neural Network for Cerebral Blood Flow Prediction With Clinical Datasets | Nov 27, 2024 | Graph Neural Network | —Unverified | 0 |
| Epidemiology-informed Graph Neural Network for Heterogeneity-aware Epidemic Forecasting | Nov 26, 2024 | EpidemiologyGraph Neural Network | —Unverified | 0 |
| GraphSubDetector: Time Series Subsequence Anomaly Detection via Density-Aware Adaptive Graph Neural Network | Nov 26, 2024 | Anomaly DetectionGraph Neural Network | —Unverified | 0 |
| A Graph Neural Network deep-dive into successful counterattacks | Nov 26, 2024 | Feature ImportanceGraph Neural Network | —Unverified | 0 |
| Knowledge-aware Evolutionary Graph Neural Architecture Search | Nov 26, 2024 | GPUGraph Neural Network | CodeCode Available | 0 |
| A Data-Driven Approach to Dataflow-Aware Online Scheduling for Graph Neural Network Inference | Nov 25, 2024 | CPUGPU | —Unverified | 0 |
| TANGNN: a Concise, Scalable and Effective Graph Neural Networks with Top-m Attention Mechanism for Graph Representation Learning | Nov 23, 2024 | Computational EfficiencyGraph Neural Network | CodeCode Available | 0 |
| GeoScatt-GNN: A Geometric Scattering Transform-Based Graph Neural Network Model for Ames Mutagenicity Prediction | Nov 22, 2024 | Drug DiscoveryGraph Neural Network | —Unverified | 0 |
| Heterophilic Graph Neural Networks Optimization with Causal Message-passing | Nov 21, 2024 | Causal InferenceGraph Learning | —Unverified | 0 |
| Learning Pore-scale Multi-phase Flow from Experimental Data with Graph Neural Network | Nov 21, 2024 | Computational EfficiencyGraph Neural Network | —Unverified | 0 |
| Advancing Heatwave Forecasting via Distribution Informed-Graph Neural Networks (DI-GNNs): Integrating Extreme Value Theory with GNNs | Nov 20, 2024 | Feature EngineeringGraph Neural Network | —Unverified | 0 |
| Graph neural network framework for energy mapping of hybrid monte-carlo molecular dynamics simulations of Medium Entropy Alloys | Nov 20, 2024 | Graph Neural Network | —Unverified | 0 |
| Conditional Distribution Learning on Graphs | Nov 20, 2024 | Contrastive LearningData Augmentation | CodeCode Available | 0 |
| ORID: Organ-Regional Information Driven Framework for Radiology Report Generation | Nov 20, 2024 | DecoderGraph Neural Network | —Unverified | 0 |
| Estimating Dark Matter Halo Masses in Simulated Galaxy Clusters with Graph Neural Networks | Nov 19, 2024 | Graph Neural Network | —Unverified | 0 |
| Eradicating Social Biases in Sentiment Analysis using Semantic Blinding and Semantic Propagation Graph Neural Networks | Nov 19, 2024 | Emotion RecognitionGraph Neural Network | —Unverified | 0 |
| GNNAS-Dock: Budget Aware Algorithm Selection with Graph Neural Networks for Molecular Docking | Nov 19, 2024 | Blind DockingDrug Discovery | —Unverified | 0 |
| Guiding Word Equation Solving using Graph Neural Networks (Extended Technical Report) | Nov 19, 2024 | Decision MakingGraph Neural Network | —Unverified | 0 |
| Graph Neural Network-Based Entity Extraction and Relationship Reasoning in Complex Knowledge Graphs | Nov 19, 2024 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| GNN-Based Code Annotation Logic for Establishing Security Boundaries in C Code | Nov 18, 2024 | C++ codeGraph Neural Network | —Unverified | 0 |
| Training a Label-Noise-Resistant GNN with Reduced Complexity | Nov 17, 2024 | Graph Neural NetworkNode Classification | CodeCode Available | 0 |
| Multi Scale Graph Neural Network for Alzheimer's Disease | Nov 16, 2024 | Graph Neural Network | —Unverified | 0 |
| Bitcoin Research with a Transaction Graph Dataset | Nov 15, 2024 | Graph Neural Network | CodeCode Available | 0 |
| Neural Graph Simulator for Complex Systems | Nov 14, 2024 | Computational EfficiencyGraph Neural Network | —Unverified | 0 |
| Less is More: Unseen Domain Fake News Detection via Causal Propagation Substructures | Nov 14, 2024 | Contrastive LearningFake News Detection | —Unverified | 0 |
| Boolean-aware Boolean Circuit Classification: A Comprehensive Study on Graph Neural Network | Nov 13, 2024 | ClassificationGraph Classification | —Unverified | 0 |
| A Heterogeneous Graph Neural Network Fusing Functional and Structural Connectivity for MCI Diagnosis | Nov 13, 2024 | Data AugmentationGraph Neural Network | —Unverified | 0 |
| Graph Neural Network Generalization with Gaussian Mixture Model Based Augmentation | Nov 13, 2024 | Data AugmentationDiversity | —Unverified | 0 |
| Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning | Nov 13, 2024 | Anomaly DetectionEdge-computing | —Unverified | 0 |
| Quantum Information-Empowered Graph Neural Network for Hyperspectral Change Detection | Nov 12, 2024 | Change DetectionGraph Neural Network | —Unverified | 0 |
| Constraints and Variables Reduction for Optimal Power Flow Using Hierarchical Graph Neural Networks with Virtual Node-Splitting | Nov 9, 2024 | Graph Neural Network | —Unverified | 0 |
| Topology-aware Reinforcement Feature Space Reconstruction for Graph Data | Nov 8, 2024 | feature selectionGraph Neural Network | —Unverified | 0 |
| Distributed-Order Fractional Graph Operating Network | Nov 8, 2024 | Graph LearningGraph Neural Network | CodeCode Available | 0 |
| YOSO: You-Only-Sample-Once via Compressed Sensing for Graph Neural Network Training | Nov 8, 2024 | compressed sensingGraph Neural Network | —Unverified | 0 |
| EUREKHA: Enhancing User Representation for Key Hackers Identification in Underground Forums | Nov 8, 2024 | Graph Neural NetworkLarge Language Model | CodeCode Available | 0 |
| Enhancing Missing Data Imputation through Combined Bipartite Graph and Complete Directed Graph | Nov 7, 2024 | Graph Neural NetworkImputation | —Unverified | 0 |
| Centrality Graph Shift Operators for Graph Neural Networks | Nov 7, 2024 | Graph AttentionGraph Neural Network | CodeCode Available | 0 |
| Sampling-guided Heterogeneous Graph Neural Network with Temporal Smoothing for Scalable Longitudinal Data Imputation | Nov 7, 2024 | Computational EfficiencyGraph Neural Network | —Unverified | 0 |
| Cybercrime Prediction via Geographically Weighted Learning | Nov 7, 2024 | Graph Neural NetworkPrediction | —Unverified | 0 |
| ComFairGNN: Community Fair Graph Neural Network | Nov 7, 2024 | FairnessGraph Neural Network | —Unverified | 0 |
| TIMBRE: Efficient Job Recommendation On Heterogeneous Graphs For Professional Recruiters | Nov 6, 2024 | Collaborative FilteringGraph Neural Network | —Unverified | 0 |
| Advanced RAG Models with Graph Structures: Optimizing Complex Knowledge Reasoning and Text Generation | Nov 6, 2024 | Graph Neural NetworkKnowledge Graphs | —Unverified | 0 |