| Finite Volume Features, Global Geometry Representations, and Residual Training for Deep Learning-based CFD Simulation | Nov 24, 2023 | Graph Neural Network | CodeCode Available | 0 |
| Fault Detection in Telecom Networks using Bi-level Federated Graph Neural Networks | Nov 24, 2023 | Anomaly DetectionFault Detection | —Unverified | 0 |
| Large Language Models as Topological Structure Enhancers for Text-Attributed Graphs | Nov 24, 2023 | Graph LearningGraph Neural Network | —Unverified | 0 |
| Complexity-Guided Curriculum Learning for Text Graphs | Nov 22, 2023 | Graph Neural Network | —Unverified | 0 |
| Comprehensive Evaluation of GNN Training Systems: A Data Management Perspective | Nov 22, 2023 | Graph Neural NetworkManagement | CodeCode Available | 1 |
| ATLANTIC: Structure-Aware Retrieval-Augmented Language Model for Interdisciplinary Science | Nov 21, 2023 | Document ClassificationGraph Neural Network | —Unverified | 0 |
| Power grid operational risk assessment using graph neural network surrogates | Nov 21, 2023 | Decision MakingGraph Neural Network | —Unverified | 0 |
| Node Classification in Random Trees | Nov 20, 2023 | ClassificationGraph Neural Network | CodeCode Available | 0 |
| Unveiling the Unseen Potential of Graph Learning through MLPs: Effective Graph Learners Using Propagation-Embracing MLPs | Nov 20, 2023 | Graph LearningGraph Neural Network | —Unverified | 0 |
| Graph Sparsifications using Neural Network Assisted Monte Carlo Tree Search | Nov 17, 2023 | Graph Neural NetworkTraveling Salesman Problem | CodeCode Available | 0 |
| Language Semantic Graph Guided Data-Efficient Learning | Nov 15, 2023 | Data AugmentationGraph Neural Network | CodeCode Available | 0 |
| Emerging Drug Interaction Prediction Enabled by Flow-based Graph Neural Network with Biomedical Network | Nov 15, 2023 | Graph Neural Network | CodeCode Available | 1 |
| Predicting Scientific Impact Through Diffusion, Conformity, and Contribution Disentanglement | Nov 15, 2023 | DisentanglementGraph Neural Network | CodeCode Available | 0 |
| Uplift Modeling based on Graph Neural Network Combined with Causal Knowledge | Nov 14, 2023 | Graph Neural NetworkMarketing | CodeCode Available | 1 |
| Mobility-Induced Graph Learning for WiFi Positioning | Nov 14, 2023 | Graph LearningGraph Neural Network | —Unverified | 0 |
| SceneScore: Learning a Cost Function for Object Arrangement | Nov 14, 2023 | Graph Neural NetworkObject | —Unverified | 0 |
| Three-dimensional granular flow simulation using graph neural network-based learned simulator | Nov 13, 2023 | Graph Neural Network | —Unverified | 0 |
| ADAMM: Anomaly Detection of Attributed Multi-graphs with Metadata: A Unified Neural Network Approach | Nov 13, 2023 | Anomaly DetectionGraph Neural Network | CodeCode Available | 0 |
| Interpretable A-posteriori Error Indication for Graph Neural Network Surrogate Models | Nov 13, 2023 | Graph Neural NetworkGraph Sampling | —Unverified | 0 |
| Connecting the Dots: Graph Neural Network Powered Ensemble and Classification of Medical Images | Nov 13, 2023 | BenchmarkingClassification | CodeCode Available | 0 |
| Optical Quantum Sensing for Agnostic Environments via Deep Learning | Nov 13, 2023 | Deep LearningGraph Neural Network | —Unverified | 0 |
| CLAMP: A Contrastive Language And Molecule Pre-training Network | Nov 12, 2023 | Graph Neural Networkzero-shot-classification | CodeCode Available | 0 |
| Relational visual representations underlie human social interaction recognition | Nov 11, 2023 | Graph Neural Network | CodeCode Available | 0 |
| Identification of vortex in unstructured mesh with graph neural networks | Nov 11, 2023 | BenchmarkingGraph Generation | —Unverified | 0 |
| FourierGNN: Rethinking Multivariate Time Series Forecasting from a Pure Graph Perspective | Nov 10, 2023 | Graph Neural NetworkMultivariate Time Series Forecasting | CodeCode Available | 2 |
