| CUTS+: High-dimensional Causal Discovery from Irregular Time-series | May 10, 2023 | Causal DiscoveryDecision Making | CodeCode Available | 1 |
| Active Semantic Localization with Graph Neural Embedding | May 10, 2023 | CPUDomain Adaptation | —Unverified | 0 |
| Temporal and Heterogeneous Graph Neural Network for Financial Time Series Prediction | May 9, 2023 | Graph AttentionGraph Neural Network | CodeCode Available | 1 |
| Graph Neural Network-based surrogate model for granular flows | May 9, 2023 | Graph Neural Network | CodeCode Available | 2 |
| PLM-GNN: A Webpage Classification Method based on Joint Pre-trained Language Model and Graph Neural Network | May 9, 2023 | Graph Neural NetworkLanguage Modeling | —Unverified | 0 |
| Cooperating Graph Neural Networks with Deep Reinforcement Learning for Vaccine Prioritization | May 9, 2023 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |
| Can graph neural network-based detection mitigate the impact of hardware imperfections? | May 8, 2023 | DecoderGraph Neural Network | —Unverified | 0 |
| Language Independent Neuro-Symbolic Semantic Parsing for Form Understanding | May 8, 2023 | FormGraph Neural Network | CodeCode Available | 0 |
| Anticipatory Planning: Improving Long-Lived Planning by Estimating Expected Cost of Future Tasks | May 8, 2023 | Graph Neural NetworkTask Planning | —Unverified | 0 |
| Generative Pretrained Autoregressive Transformer Graph Neural Network applied to the Analysis and Discovery of Novel Proteins | May 7, 2023 | Graph Neural NetworkLanguage Modelling | CodeCode Available | 1 |
| Heterogeneous Directed Hypergraph Neural Network over abstract syntax tree (AST) for Code Classification | May 7, 2023 | Code ClassificationGraph Neural Network | CodeCode Available | 1 |
| LSGNN: Towards General Graph Neural Network in Node Classification by Local Similarity | May 7, 2023 | Graph Neural NetworkNode Classification | CodeCode Available | 1 |
| HIORE: Leveraging High-order Interactions for Unified Entity Relation Extraction | May 7, 2023 | Graph Neural NetworkRelation | —Unverified | 0 |
| Conversational Semantic Parsing using Dynamic Context Graphs | May 4, 2023 | Graph Neural NetworkKnowledge Graphs | CodeCode Available | 0 |
| Learning-based Relational Object Matching Across Views | May 3, 2023 | Graph Neural NetworkImage Retrieval | —Unverified | 0 |
| Transforming Visual Scene Graphs to Image Captions | May 3, 2023 | AttributeDecoder | CodeCode Available | 1 |
| Analysis of different temporal graph neural network configurations on dynamic graphs | May 2, 2023 | Graph Neural NetworkNode Regression | —Unverified | 0 |
| Learning Controllable Adaptive Simulation for Multi-resolution Physics | May 1, 2023 | Graph Neural Network | CodeCode Available | 1 |
| Nearly Optimal Steiner Trees using Graph Neural Network Assisted Monte Carlo Tree Search | Apr 30, 2023 | Graph Neural NetworkTraveling Salesman Problem | CodeCode Available | 0 |
| Physics-Guided Graph Neural Networks for Real-time AC/DC Power Flow Analysis | Apr 29, 2023 | Computational EfficiencyGraph Neural Network | —Unverified | 0 |
| X-RLflow: Graph Reinforcement Learning for Neural Network Subgraphs Transformation | Apr 28, 2023 | Decision MakingGraph Neural Network | CodeCode Available | 1 |
| Musical Voice Separation as Link Prediction: Modeling a Musical Perception Task as a Multi-Trajectory Tracking Problem | Apr 28, 2023 | Graph Neural NetworkLink Prediction | CodeCode Available | 0 |
| Graph-CoVis: GNN-based Multi-view Panorama Global Pose Estimation | Apr 26, 2023 | Camera Pose EstimationGraph Neural Network | —Unverified | 0 |
| Performance Optimization using Multimodal Modeling and Heterogeneous GNN | Apr 25, 2023 | Graph Neural NetworkMultimodal Deep Learning | —Unverified | 0 |
| Discovering Graph Generation Algorithms | Apr 25, 2023 | Graph GenerationGraph Neural Network | —Unverified | 0 |
| Centrality-Based Node Feature Augmentation for Robust Network Alignment | Apr 25, 2023 | Computational EfficiencyGraph Neural Network | —Unverified | 0 |
| Hierarchical Contrastive Learning Enhanced Heterogeneous Graph Neural Network | Apr 24, 2023 | Contrastive LearningGraph Neural Network | —Unverified | 0 |
| Impact-Oriented Contextual Scholar Profiling using Self-Citation Graphs | Apr 24, 2023 | Graph Neural Network | CodeCode Available | 0 |
| PARAGRAPH2GRAPH: A GNN-based framework for layout paragraph analysis | Apr 24, 2023 | Document Layout AnalysisGraph Neural Network | CodeCode Available | 1 |
| Graph Neural Networks for Text Classification: A Survey | Apr 23, 2023 | Classificationgraph construction | —Unverified | 0 |
| TGNN: A Joint Semi-supervised Framework for Graph-level Classification | Apr 23, 2023 | Graph ClassificationGraph Neural Network | —Unverified | 0 |
| Medium. Permeation: SARS-COV-2 Painting Creation by Generative Model | Apr 22, 2023 | Generative Adversarial NetworkGraph Neural Network | —Unverified | 0 |
| Detecting Spoilers in Movie Reviews with External Movie Knowledge and User Networks | Apr 22, 2023 | Graph Neural Network | CodeCode Available | 0 |
| Detecting Political Opinions in Tweets through Bipartite Graph Analysis: A Skip Aggregation Graph Convolution Approach | Apr 22, 2023 | Decision MakingGraph Neural Network | —Unverified | 0 |
| Censoring chemical data to mitigate dual use risk | Apr 20, 2023 | Graph Neural Network | CodeCode Available | 0 |
| Solving the Kidney-Exchange Problem via Graph Neural Networks with No Supervision | Apr 19, 2023 | Graph Neural Network | —Unverified | 0 |
| Graph Neural Network-Based Anomaly Detection for River Network Systems | Apr 19, 2023 | Anomaly DetectionBenchmarking | CodeCode Available | 1 |
| Neural networks for geospatial data | Apr 18, 2023 | Gaussian ProcessesGraph Neural Network | —Unverified | 0 |
| NPS: A Framework for Accurate Program Sampling Using Graph Neural Network | Apr 18, 2023 | Graph Neural Network | —Unverified | 0 |
| Normalizing Flow-based Neural Process for Few-Shot Knowledge Graph Completion | Apr 17, 2023 | Graph Neural NetworkKnowledge Graph Completion | CodeCode Available | 1 |
| Learning To Rank Resources with GNN | Apr 17, 2023 | Graph Neural NetworkInformation Retrieval | —Unverified | 0 |
| H2CGL: Modeling Dynamics of Citation Network for Impact Prediction | Apr 16, 2023 | Contrastive LearningGraph Learning | CodeCode Available | 1 |
| M2GNN: Metapath and Multi-interest Aggregated Graph Neural Network for Tag-based Cross-domain Recommendation | Apr 16, 2023 | Graph Neural NetworkRecommendation Systems | CodeCode Available | 1 |
| KS-GNNExplainer: Global Model Interpretation Through Instance Explanations On Histopathology images | Apr 14, 2023 | Graph GenerationGraph Neural Network | —Unverified | 0 |
| RF-GNN: Random Forest Boosted Graph Neural Network for Social Bot Detection | Apr 14, 2023 | Ensemble Learningfeature selection | CodeCode Available | 1 |
| HGWaveNet: A Hyperbolic Graph Neural Network for Temporal Link Prediction | Apr 14, 2023 | Graph Neural NetworkLink Prediction | CodeCode Available | 1 |
| Symbiotic Message Passing Model for Transfer Learning between Anti-Fungal and Anti-Bacterial Domains | Apr 14, 2023 | Drug DiscoveryGraph Neural Network | —Unverified | 0 |
| Road Network Representation Learning: A Dual Graph based Approach | Apr 13, 2023 | Graph Neural NetworkGraph Reconstruction | —Unverified | 0 |
| DGNN-Booster: A Generic FPGA Accelerator Framework For Dynamic Graph Neural Network Inference | Apr 13, 2023 | CPUGPU | CodeCode Available | 1 |
| RadarGNN: Transformation Invariant Graph Neural Network for Radar-based Perception | Apr 13, 2023 | 3D Object DetectionGraph Neural Network | CodeCode Available | 1 |
