| Graph Neural Prompting with Large Language Models | Sep 27, 2023 | Graph Neural NetworkKnowledge Graphs | CodeCode Available | 1 |
| GNNHLS: Evaluating Graph Neural Network Inference via High-Level Synthesis | Sep 27, 2023 | CPUGPU | CodeCode Available | 1 |
| GNN4EEG: A Benchmark and Toolkit for Electroencephalography Classification with Graph Neural Network | Sep 27, 2023 | ClassificationEEG | CodeCode Available | 1 |
| MUSTANG: Multi-Stain Self-Attention Graph Multiple Instance Learning Pipeline for Histopathology Whole Slide Images | Sep 19, 2023 | DiagnosticGraph Neural Network | CodeCode Available | 1 |
| HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis | Sep 14, 2023 | Graph Neural NetworkPrognosis | CodeCode Available | 1 |
| GLAD: Content-aware Dynamic Graphs For Log Anomaly Detection | Sep 12, 2023 | Anomaly DetectionFew-Shot Learning | CodeCode Available | 1 |
| Learning the Geodesic Embedding with Graph Neural Networks | Sep 11, 2023 | Graph Neural Network | CodeCode Available | 1 |
| Fully-Connected Spatial-Temporal Graph for Multivariate Time-Series Data | Sep 11, 2023 | graph constructionGraph Neural Network | CodeCode Available | 1 |
| Uncertainty-Aware Probabilistic Graph Neural Networks for Road-Level Traffic Accident Prediction | Sep 10, 2023 | Graph Neural NetworkPrediction | CodeCode Available | 1 |
| Spectral Temporal Graph Neural Network for massive MIMO CSI Prediction | Sep 10, 2023 | Graph Neural Network | CodeCode Available | 1 |
| SEPAL: Spatial Gene Expression Prediction from Local Graphs | Sep 2, 2023 | Graph Neural NetworkPrediction | CodeCode Available | 1 |
| A Locality-based Neural Solver for Optical Motion Capture | Sep 1, 2023 | Data AugmentationGraph Neural Network | CodeCode Available | 1 |
| CktGNN: Circuit Graph Neural Network for Electronic Design Automation | Aug 31, 2023 | Bayesian OptimizationGraph Learning | CodeCode Available | 1 |
| Pose-Graph Attentional Graph Neural Network for Lidar Place Recognition | Aug 31, 2023 | Domain AdaptationGraph Neural Network | CodeCode Available | 1 |
| HRGCN: Heterogeneous Graph-level Anomaly Detection with Hierarchical Relation-augmented Graph Neural Networks | Aug 28, 2023 | Anomaly DetectionGraph Neural Network | CodeCode Available | 1 |
| Learning Bottleneck Transformer for Event Image-Voxel Feature Fusion based Classification | Aug 23, 2023 | Graph Neural Network | CodeCode Available | 1 |
| MolGrapher: Graph-based Visual Recognition of Chemical Structures | Aug 23, 2023 | ArticlesDiversity | CodeCode Available | 1 |
| ST-RAP: A Spatio-Temporal Framework for Real Estate Appraisal | Aug 21, 2023 | Graph Neural Network | CodeCode Available | 1 |
| DeSCo: Towards Generalizable and Scalable Deep Subgraph Counting | Aug 16, 2023 | Graph Neural NetworkGraph Regression | CodeCode Available | 1 |
| S-Mixup: Structural Mixup for Graph Neural Networks | Aug 16, 2023 | ClassificationGraph Classification | CodeCode Available | 1 |
| SR-HGN: semantic- and relation-aware heterogeneous graph neural network | Aug 15, 2023 | Graph Neural NetworkNode Classification | CodeCode Available | 1 |
| RLSAC: Reinforcement Learning enhanced Sample Consensus for End-to-End Robust Estimation | Aug 10, 2023 | Graph Neural Networkreinforcement-learning | CodeCode Available | 1 |
| Kairos: Practical Intrusion Detection and Investigation using Whole-system Provenance | Aug 9, 2023 | DecoderGraph Neural Network | CodeCode Available | 1 |
| Learning a Graph Neural Network with Cross Modality Interaction for Image Fusion | Aug 7, 2023 | Graph Neural NetworkInfrared And Visible Image Fusion | CodeCode Available | 1 |
| Challenging the Myth of Graph Collaborative Filtering: a Reasoned and Reproducibility-driven Analysis | Aug 1, 2023 | Collaborative FilteringGraph Neural Network | CodeCode Available | 1 |
| TimeGNN: Temporal Dynamic Graph Learning for Time Series Forecasting | Jul 27, 2023 | Graph LearningGraph Neural Network | CodeCode Available | 1 |
| Finding Money Launderers Using Heterogeneous Graph Neural Networks | Jul 25, 2023 | Graph Neural Network | CodeCode Available | 1 |
| EchoGLAD: Hierarchical Graph Neural Networks for Left Ventricle Landmark Detection on Echocardiograms | Jul 23, 2023 | Graph Neural NetworkGraph Representation Learning | CodeCode Available | 1 |
| Air Traffic Controller Workload Level Prediction using Conformalized Dynamical Graph Learning | Jul 20, 2023 | Conformal PredictionGraph Learning | CodeCode Available | 1 |
| PolyGNN: Polyhedron-based Graph Neural Network for 3D Building Reconstruction from Point Clouds | Jul 17, 2023 | Graph Neural NetworkNode Classification | CodeCode Available | 1 |
| Correlation-aware Spatial-Temporal Graph Learning for Multivariate Time-series Anomaly Detection | Jul 17, 2023 | Anomaly DetectionGraph Learning | CodeCode Available | 1 |
| Exploring Multimodal Approaches for Alzheimer's Disease Detection Using Patient Speech Transcript and Audio Data | Jul 5, 2023 | Alzheimer's Disease DetectionContrastive Learning | CodeCode Available | 1 |
| PIGNet2: A Versatile Deep Learning-based Protein-Ligand Interaction Prediction Model for Binding Affinity Scoring and Virtual Screening | Jul 3, 2023 | Data AugmentationDrug Discovery | CodeCode Available | 1 |
| Graph Neural Networks based Log Anomaly Detection and Explanation | Jul 2, 2023 | Anomaly DetectionGraph Neural Network | CodeCode Available | 1 |
| A Neural Separation Algorithm for the Rounded Capacity Inequalities | Jun 29, 2023 | Graph Neural Network | CodeCode Available | 1 |
| DGC-GNN: Leveraging Geometry and Color Cues for Visual Descriptor-Free 2D-3D Matching | Jun 21, 2023 | Graph Neural Network | CodeCode Available | 1 |
| Learning Models of Adversarial Agent Behavior under Partial Observability | Jun 19, 2023 | Game DesignGraph Neural Network | CodeCode Available | 1 |
| Bkd-FedGNN: A Benchmark for Classification Backdoor Attacks on Federated Graph Neural Network | Jun 17, 2023 | Backdoor AttackFederated Learning | CodeCode Available | 1 |
| From Hypergraph Energy Functions to Hypergraph Neural Networks | Jun 16, 2023 | Bilevel OptimizationGraph Neural Network | CodeCode Available | 1 |
| Uncertainty Quantification via Spatial-Temporal Tweedie Model for Zero-inflated and Long-tail Travel Demand Prediction | Jun 16, 2023 | Deep LearningGraph Neural Network | CodeCode Available | 1 |
| Scalable Resource Management for Dynamic MEC: An Unsupervised Link-Output Graph Neural Network Approach | Jun 15, 2023 | Edge-computingGraph Neural Network | CodeCode Available | 1 |
| Von Mises Mixture Distributions for Molecular Conformation Generation | Jun 13, 2023 | Graph Neural Network | CodeCode Available | 1 |
| LIVABLE: Exploring Long-Tailed Classification of Software Vulnerability Types | Jun 12, 2023 | ClassificationGraph Neural Network | CodeCode Available | 1 |
| Comprehensive evaluation of deep and graph learning on drug-drug interactions prediction | Jun 8, 2023 | Drug DiscoveryGraph Learning | CodeCode Available | 1 |
| Structural Re-weighting Improves Graph Domain Adaptation | Jun 5, 2023 | AttributeDomain Adaptation | CodeCode Available | 1 |
| GazeGNN: A Gaze-Guided Graph Neural Network for Chest X-ray Classification | May 29, 2023 | ClassificationDiagnostic | CodeCode Available | 1 |
| ChatGPT Informed Graph Neural Network for Stock Movement Prediction | May 28, 2023 | Graph Neural NetworkPrediction | CodeCode Available | 1 |
| Exploiting Abstract Meaning Representation for Open-Domain Question Answering | May 26, 2023 | Abstract Meaning RepresentationDiversity | CodeCode Available | 1 |
| DeepGate2: Functionality-Aware Circuit Representation Learning | May 25, 2023 | Graph Neural NetworkRepresentation Learning | CodeCode Available | 1 |
| ConGraT: Self-Supervised Contrastive Pretraining for Joint Graph and Text Embeddings | May 23, 2023 | Community DetectionContrastive Learning | CodeCode Available | 1 |
