| Dynamic Graph Representation Learning with Neural Networks: A Survey | Apr 12, 2023 | Graph LearningGraph Neural Network | —Unverified | 0 |
| Adaptive Gated Graph Convolutional Network for Explainable Diagnosis of Alzheimer's Disease using EEG Data | Apr 12, 2023 | EEGFunctional Connectivity | —Unverified | 0 |
| Learning to Communicate and Collaborate in a Competitive Multi-Agent Setup to Clean the Ocean from Macroplastics | Apr 12, 2023 | Graph Neural NetworkMulti-agent Reinforcement Learning | —Unverified | 0 |
| Differentiable graph-structured models for inverse design of lattice materials | Apr 11, 2023 | Graph Neural Network | CodeCode Available | 0 |
| Graph-based Topology Reasoning for Driving Scenes | Apr 11, 2023 | 3D Lane DetectionAutonomous Driving | CodeCode Available | 2 |
| TodyNet: Temporal Dynamic Graph Neural Network for Multivariate Time Series Classification | Apr 11, 2023 | ClassificationDeep Learning | CodeCode Available | 1 |
| A Comprehensive Survey on Deep Graph Representation Learning | Apr 11, 2023 | Graph EmbeddingGraph Neural Network | —Unverified | 0 |
| 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 |
| Generating a Graph Colouring Heuristic with Deep Q-Learning and Graph Neural Networks | Apr 8, 2023 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 0 |
| BS-GAT Behavior Similarity Based Graph Attention Network for Network Intrusion Detection | Apr 7, 2023 | Graph Attentiongraph construction | —Unverified | 0 |
| SGDP: A Stream-Graph Neural Network Based Data Prefetcher | Apr 7, 2023 | Graph Neural Network | CodeCode Available | 0 |
| ParaGraph: Weighted Graph Representation for Performance Optimization of HPC Kernels | Apr 7, 2023 | CPUGPU | —Unverified | 0 |
| Hierarchical Graph Neural Network with Cross-Attention for Cross-Device User Matching | Apr 6, 2023 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| Attribute-Consistent Knowledge Graph Representation Learning for Multi-Modal Entity Alignment | Apr 4, 2023 | AttributeEntity Alignment | —Unverified | 0 |
| GlueStick: Robust Image Matching by Sticking Points and Lines Together | Apr 4, 2023 | Graph Neural NetworkPose Estimation | CodeCode Available | 2 |
| FMGNN: Fused Manifold Graph Neural Network | Apr 3, 2023 | Graph Neural NetworkGraph Representation Learning | —Unverified | 0 |
| On the Relationships between Graph Neural Networks for the Simulation of Physical Systems and Classical Numerical Methods | Mar 31, 2023 | Graph Neural NetworkPhysical Simulations | —Unverified | 0 |
| MAGNNETO: A Graph Neural Network-based Multi-Agent system for Traffic Engineering | Mar 31, 2023 | Graph Neural NetworkMulti-agent Reinforcement Learning | —Unverified | 0 |
| Semi-Weakly Supervised Object Kinematic Motion Prediction | Mar 31, 2023 | Graph Neural Networkmotion prediction | —Unverified | 0 |
| Progress towards an improved particle flow algorithm at CMS with machine learning | Mar 30, 2023 | Graph Neural Network | —Unverified | 0 |
| 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 |
