| Lossless and Privacy-Preserving Graph Convolution Network for Federated Item Recommendation | Dec 2, 2024 | Graph Neural NetworkPrivacy Preserving | —Unverified | 0 |
| Morphological-Symmetry-Equivariant Heterogeneous Graph Neural Network for Robotic Dynamics Learning | Dec 2, 2024 | Graph Neural Network | CodeCode Available | 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 |
| GRU-PFG: Extract Inter-Stock Correlation from Stock Factors with Graph Neural Network | Nov 28, 2024 | Graph Neural NetworkPrediction | CodeCode Available | 0 |
| Integrating Functionalities To A System Via Autoencoder Hippocampus Network | Nov 28, 2024 | DecoderGraph Neural Network | —Unverified | 0 |
| Graph Neural Network for Cerebral Blood Flow Prediction With Clinical Datasets | Nov 27, 2024 | Graph Neural Network | —Unverified | 0 |
| Learning optimal objective values for MILP | Nov 27, 2024 | Decision MakingGraph Neural Network | CodeCode Available | 0 |
| Epidemiology-informed Graph Neural Network for Heterogeneity-aware Epidemic Forecasting | Nov 26, 2024 | EpidemiologyGraph Neural Network | —Unverified | 0 |
| Knowledge-aware Evolutionary Graph Neural Architecture Search | Nov 26, 2024 | GPUGraph Neural Network | CodeCode Available | 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 |
| 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 |
| Learning Pore-scale Multi-phase Flow from Experimental Data with Graph Neural Network | Nov 21, 2024 | Computational EfficiencyGraph Neural Network | —Unverified | 0 |
| Heterophilic Graph Neural Networks Optimization with Causal Message-passing | Nov 21, 2024 | Causal InferenceGraph Learning | —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 |
| ORID: Organ-Regional Information Driven Framework for Radiology Report Generation | Nov 20, 2024 | DecoderGraph Neural Network | —Unverified | 0 |
| Conditional Distribution Learning on Graphs | Nov 20, 2024 | Contrastive LearningData Augmentation | CodeCode Available | 0 |
| Estimating Dark Matter Halo Masses in Simulated Galaxy Clusters with Graph Neural Networks | Nov 19, 2024 | Graph 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 |
| Eradicating Social Biases in Sentiment Analysis using Semantic Blinding and Semantic Propagation Graph Neural Networks | Nov 19, 2024 | Emotion RecognitionGraph Neural Network | —Unverified | 0 |