| Road Planning for Slums via Deep Reinforcement Learning | May 22, 2023 | BlockingDeep Reinforcement Learning | CodeCode Available | 1 |
| Multi-behavior Self-supervised Learning for Recommendation | May 22, 2023 | Graph Neural NetworkRecommendation Systems | CodeCode Available | 1 |
| Seq-HGNN: Learning Sequential Node Representation on Heterogeneous Graph | May 18, 2023 | Graph Neural NetworkInformation Retrieval | CodeCode Available | 1 |
| Predicting Tweet Engagement with Graph Neural Networks | May 17, 2023 | Graph Neural Network | CodeCode Available | 1 |
| Edge Directionality Improves Learning on Heterophilic Graphs | May 17, 2023 | Graph Neural NetworkNode Classification | CodeCode Available | 1 |
| Dynamic Causal Explanation Based Diffusion-Variational Graph Neural Network for Spatio-temporal Forecasting | May 16, 2023 | graph constructionGraph Neural Network | CodeCode Available | 1 |
| Graph Neural Networks-Based User Pairing in Wireless Communication Systems | May 14, 2023 | Graph Neural NetworkScheduling | CodeCode Available | 1 |
| CUTS+: High-dimensional Causal Discovery from Irregular Time-series | May 10, 2023 | Causal DiscoveryDecision Making | CodeCode Available | 1 |
| Dual Intent Enhanced Graph Neural Network for Session-based New Item Recommendation | May 10, 2023 | Decision MakingGraph Neural Network | CodeCode Available | 1 |
| Temporal and Heterogeneous Graph Neural Network for Financial Time Series Prediction | May 9, 2023 | Graph AttentionGraph Neural Network | CodeCode Available | 1 |
| 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 |
| Transforming Visual Scene Graphs to Image Captions | May 3, 2023 | AttributeDecoder | CodeCode Available | 1 |
| Learning Controllable Adaptive Simulation for Multi-resolution Physics | May 1, 2023 | Graph Neural Network | CodeCode Available | 1 |
| X-RLflow: Graph Reinforcement Learning for Neural Network Subgraphs Transformation | Apr 28, 2023 | Decision MakingGraph Neural Network | CodeCode Available | 1 |
| PARAGRAPH2GRAPH: A GNN-based framework for layout paragraph analysis | Apr 24, 2023 | Document Layout AnalysisGraph Neural Network | CodeCode Available | 1 |
| Graph Neural Network-Based Anomaly Detection for River Network Systems | Apr 19, 2023 | Anomaly DetectionBenchmarking | CodeCode Available | 1 |
| Normalizing Flow-based Neural Process for Few-Shot Knowledge Graph Completion | Apr 17, 2023 | Graph Neural NetworkKnowledge Graph Completion | 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 |
| H2CGL: Modeling Dynamics of Citation Network for Impact Prediction | Apr 16, 2023 | Contrastive LearningGraph Learning | CodeCode Available | 1 |
| HGWaveNet: A Hyperbolic Graph Neural Network for Temporal Link Prediction | Apr 14, 2023 | Graph Neural NetworkLink Prediction | CodeCode Available | 1 |
| RF-GNN: Random Forest Boosted Graph Neural Network for Social Bot Detection | Apr 14, 2023 | Ensemble Learningfeature selection | CodeCode Available | 1 |
| 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 |
| TodyNet: Temporal Dynamic Graph Neural Network for Multivariate Time Series Classification | Apr 11, 2023 | ClassificationDeep Learning | CodeCode Available | 1 |
| Evaluation of Differentially Constrained Motion Models for Graph-Based Trajectory Prediction | Apr 11, 2023 | Autonomous DrivingGraph Neural Network | CodeCode Available | 1 |
| Contrastive Cross-Domain Sequential Recommendation | Apr 8, 2023 | Graph Neural NetworkSequential Recommendation | CodeCode Available | 1 |
| CheckerPose: Progressive Dense Keypoint Localization for Object Pose Estimation with Graph Neural Network | Mar 29, 2023 | Graph Neural NetworkPose Estimation | CodeCode Available | 1 |
| GRAF: Graph Attention-aware Fusion Networks | Mar 29, 2023 | Graph AttentionGraph Neural Network | CodeCode Available | 1 |
| GNNBuilder: An Automated Framework for Generic Graph Neural Network Accelerator Generation, Simulation, and Optimization | Mar 29, 2023 | Code GenerationCPU | CodeCode Available | 1 |
| GAT-COBO: Cost-Sensitive Graph Neural Network for Telecom Fraud Detection | Mar 29, 2023 | Anomaly DetectionFraud Detection | CodeCode Available | 1 |
| Cost Sensitive GNN-based Imbalanced Learning for Mobile Social Network Fraud Detection | Mar 28, 2023 | Fraud DetectionGraph Neural Network | CodeCode Available | 1 |
| Uncovering the Missing Pattern: Unified Framework Towards Trajectory Imputation and Prediction | Mar 28, 2023 | Graph Neural NetworkImputation | CodeCode Available | 1 |
| Learnable Graph Matching: A Practical Paradigm for Data Association | Mar 27, 2023 | Graph MatchingGraph Neural Network | CodeCode Available | 1 |
| Positional Diffusion: Ordering Unordered Sets with Diffusion Probabilistic Models | Mar 20, 2023 | Graph Neural NetworkSentence | CodeCode Available | 1 |
| Unsupervised Learning for Solving the Travelling Salesman Problem | Mar 19, 2023 | Graph Neural Network | CodeCode Available | 1 |
| Knowledge and topology: A two layer spatially dependent graph neural networks to identify urban functions with time-series street view image | Mar 16, 2023 | Graph Neural NetworkTime Series | CodeCode Available | 1 |
| Action knowledge for video captioning with graph neural networks | Mar 16, 2023 | Action RecognitionGraph Neural Network | CodeCode Available | 1 |
| Robust Preference-Guided Denoising for Graph based Social Recommendation | Mar 15, 2023 | DenoisingGraph Neural Network | CodeCode Available | 1 |
| Disentangled Graph Social Recommendation | Mar 14, 2023 | Graph Neural NetworkRecommendation Systems | CodeCode Available | 1 |
| Learning Reduced-Order Models for Cardiovascular Simulations with Graph Neural Networks | Mar 13, 2023 | Graph Neural Network | CodeCode Available | 1 |
| Graph Neural Network contextual embedding for Deep Learning on Tabular Data | Mar 11, 2023 | Graph Neural Network | CodeCode Available | 1 |
| Adaptive Hybrid Spatial-Temporal Graph Neural Network for Cellular Traffic Prediction | Feb 28, 2023 | Graph LearningGraph Neural Network | CodeCode Available | 1 |
| GNNDelete: A General Strategy for Unlearning in Graph Neural Networks | Feb 26, 2023 | Graph Neural Network | CodeCode Available | 1 |
| A Multimodal Graph Neural Network Framework of Cancer Molecular Subtype Classification | Feb 24, 2023 | Cancer ClassificationClassification | CodeCode Available | 1 |
| PaGE-Link: Path-based Graph Neural Network Explanation for Heterogeneous Link Prediction | Feb 24, 2023 | Graph Neural NetworkLink Prediction | CodeCode Available | 1 |
| EquiPocket: an E(3)-Equivariant Geometric Graph Neural Network for Ligand Binding Site Prediction | Feb 23, 2023 | Drug DiscoveryGraph Neural Network | CodeCode Available | 1 |
| BUAA_BIGSCity: Spatial-Temporal Graph Neural Network for Wind Power Forecasting in Baidu KDD CUP 2022 | Feb 22, 2023 | Graph Neural Network | CodeCode Available | 1 |
| Temporal Graph Neural Networks for Irregular Data | Feb 16, 2023 | Graph Neural NetworkTime Series | CodeCode Available | 1 |
