| Hierarchical Graph Neural Networks for Proprioceptive 6D Pose Estimation of In-hand Objects | Jun 28, 2023 | 6D Pose Estimation6D Pose Estimation using RGB | —Unverified | 0 |
| Real-time Seismic Intensity Prediction using Self-supervised Contrastive GNN for Earthquake Early Warning | Jun 25, 2023 | Contrastive LearningGraph Neural Network | —Unverified | 0 |
| Leveraging Brain Modularity Prior for Interpretable Representation Learning of fMRI | Jun 24, 2023 | graph constructionGraph Learning | —Unverified | 0 |
| A Survey on Graph Neural Network Acceleration: Algorithms, Systems, and Customized Hardware | Jun 24, 2023 | Graph Neural Network | —Unverified | 0 |
| Multi-task multi-station earthquake monitoring: An all-in-one seismic Phase picking, Location, and Association Network (PLAN) | Jun 24, 2023 | AllGraph Neural Network | —Unverified | 0 |
| Torsion Graph Neural Networks | Jun 23, 2023 | Graph Neural NetworkLink Prediction | CodeCode Available | 0 |
| A Graph Neural Network Approach for Temporal Mesh Blending and Correspondence | Jun 23, 2023 | Graph Neural NetworkTemporal Sequences | —Unverified | 0 |
| DGC-GNN: Leveraging Geometry and Color Cues for Visual Descriptor-Free 2D-3D Matching | Jun 21, 2023 | Graph Neural Network | CodeCode Available | 1 |
| Spatial Heterophily Aware Graph Neural Networks | Jun 21, 2023 | DiversityGraph Neural Network | CodeCode Available | 0 |
| Low Latency Edge Classification GNN for Particle Trajectory Tracking on FPGAs | Jun 20, 2023 | CPUEdge Classification | —Unverified | 0 |
| Size Matters: Large Graph Generation with HiGGs | Jun 20, 2023 | Drug DiscoveryGraph Generation | —Unverified | 0 |
| NAR-Former V2: Rethinking Transformer for Universal Neural Network Representation Learning | Jun 19, 2023 | Graph Neural NetworkRepresentation Learning | CodeCode Available | 0 |
| 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 |
| 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 |
| From Hypergraph Energy Functions to Hypergraph Neural Networks | Jun 16, 2023 | Bilevel OptimizationGraph Neural Network | CodeCode Available | 1 |
| On the Interplay of Subset Selection and Informed Graph Neural Networks | Jun 15, 2023 | Graph Neural Network | —Unverified | 0 |
| Scalable Resource Management for Dynamic MEC: An Unsupervised Link-Output Graph Neural Network Approach | Jun 15, 2023 | Edge-computingGraph Neural Network | CodeCode Available | 1 |
| Multi-Temporal Relationship Inference in Urban Areas | Jun 15, 2023 | Graph LearningGraph Neural Network | CodeCode Available | 0 |
| A Simple and Scalable Graph Neural Network for Large Directed Graphs | Jun 14, 2023 | ClassificationGraph Neural Network | CodeCode Available | 0 |
| Uncertainty-Aware Robust Learning on Noisy Graphs | Jun 14, 2023 | Graph LearningGraph Neural Network | —Unverified | 0 |
| Learning on Graphs under Label Noise | Jun 14, 2023 | Anomaly DetectionContrastive Learning | —Unverified | 0 |
| Von Mises Mixture Distributions for Molecular Conformation Generation | Jun 13, 2023 | Graph Neural Network | CodeCode Available | 1 |
| Localised Adaptive Spatial-Temporal Graph Neural Network | Jun 12, 2023 | Graph Neural Network | —Unverified | 0 |
| LIVABLE: Exploring Long-Tailed Classification of Software Vulnerability Types | Jun 12, 2023 | ClassificationGraph Neural Network | CodeCode Available | 1 |
| Finding Hamiltonian cycles with graph neural networks | Jun 10, 2023 | GPUGraph Neural Network | CodeCode Available | 0 |
| A Graph Dynamics Prior for Relational Inference | Jun 9, 2023 | Graph LearningGraph Neural Network | CodeCode Available | 0 |
| On Performance Discrepancies Across Local Homophily Levels in Graph Neural Networks | Jun 8, 2023 | Graph Neural NetworkNode Classification | —Unverified | 0 |
| TopoMask: Instance-Mask-Based Formulation for the Road Topology Problem via Transformer-Based Architecture | Jun 8, 2023 | 3D Lane DetectionGraph Neural Network | —Unverified | 0 |
| ViG-UNet: Vision Graph Neural Networks for Medical Image Segmentation | Jun 8, 2023 | DecoderGraph Neural Network | CodeCode Available | 0 |
| Comprehensive evaluation of deep and graph learning on drug-drug interactions prediction | Jun 8, 2023 | Drug DiscoveryGraph Learning | CodeCode Available | 1 |
| Enhancing Worker Recruitment in Collaborative Mobile Crowdsourcing: A Graph Neural Network Trust Evaluation Approach | Jun 7, 2023 | Edge-computingGraph Neural Network | —Unverified | 0 |
| Permutation Equivariant Graph Framelets for Heterophilous Graph Learning | Jun 7, 2023 | Graph LearningGraph Neural Network | CodeCode Available | 0 |
| BeMap: Balanced Message Passing for Fair Graph Neural Network | Jun 7, 2023 | FairnessGraph Neural Network | CodeCode Available | 0 |
| Structural Re-weighting Improves Graph Domain Adaptation | Jun 5, 2023 | AttributeDomain Adaptation | CodeCode Available | 1 |
| Automating Style Analysis and Visualization With Explainable AI -- Case Studies on Brand Recognition | Jun 5, 2023 | Graph Neural NetworkVector Graphics | CodeCode Available | 0 |
| Learning Similarity among Users for Personalized Session-Based Recommendation from hierarchical structure of User-Session-Item | Jun 5, 2023 | Graph Neural NetworkSession-Based Recommendations | —Unverified | 0 |
| Barriers for the performance of graph neural networks (GNN) in discrete random structures. A comment on~schuetz2022combinatorial,angelini2023modern,schuetz2023reply | Jun 5, 2023 | Combinatorial OptimizationGraph Neural Network | —Unverified | 0 |
| Recent Advances in Graph-based Machine Learning for Applications in Smart Urban Transportation Systems | Jun 2, 2023 | Graph Neural Network | —Unverified | 0 |
| Semantic tradeoff for heterogeneous graph embedding | Jun 1, 2023 | Graph AttentionGraph Embedding | —Unverified | 0 |
| Reconstructing Graph Diffusion History from a Single Snapshot | Jun 1, 2023 | Graph Neural Networkparameter estimation | CodeCode Available | 0 |
| Interpreting GNN-based IDS Detections Using Provenance Graph Structural Features | Jun 1, 2023 | Anomaly DetectionDecision Making | —Unverified | 0 |
| SPGNN-API: A Transferable Graph Neural Network for Attack Paths Identification and Autonomous Mitigation | May 31, 2023 | Graph Neural Network | —Unverified | 0 |
| Verifying the Smoothness of Graph Signals: A Graph Signal Processing Approach | May 31, 2023 | Graph Neural Network | —Unverified | 0 |
| Contrastive Hierarchical Discourse Graph for Scientific Document Summarization | May 31, 2023 | Contrastive LearningDocument Summarization | —Unverified | 0 |
| Towards Semi-supervised Universal Graph Classification | May 31, 2023 | ClassificationGraph Classification | —Unverified | 0 |
| Catalysis distillation neural network for the few shot open catalyst challenge | May 31, 2023 | Computational chemistryFew-Shot Learning | —Unverified | 0 |
| Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representation Learning | May 31, 2023 | Decision MakingGeneral Knowledge | CodeCode Available | 2 |
| Graph Neural Network for spatiotemporal data: methods and applications | May 30, 2023 | Graph Neural NetworkWeather Forecasting | —Unverified | 0 |
| Graph Neural Networks for Contextual ASR with the Tree-Constrained Pointer Generator | May 30, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
