| DREAM: Decentralized Reinforcement Learning for Exploration and Efficient Energy Management in Multi-Robot Systems | Sep 29, 2023 | Efficient Explorationenergy management | —Unverified | 0 |
| Learning Decentralized Flocking Controllers with Spatio-Temporal Graph Neural Network | Sep 29, 2023 | Graph Neural NetworkImitation Learning | —Unverified | 0 |
| Networked Inequality: Preferential Attachment Bias in Graph Neural Network Link Prediction | Sep 29, 2023 | FairnessGraph Neural Network | CodeCode Available | 0 |
| Controlling Continuous Relaxation for Combinatorial Optimization | Sep 29, 2023 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 0 |
| Distill to Delete: Unlearning in Graph Networks with Knowledge Distillation | Sep 28, 2023 | GPUGraph Neural Network | —Unverified | 0 |
| GInX-Eval: Towards In-Distribution Evaluation of Graph Neural Network Explanations | Sep 28, 2023 | Graph Neural Network | —Unverified | 0 |
| MHG-GNN: Combination of Molecular Hypergraph Grammar with Graph Neural Network | Sep 28, 2023 | Graph Neural NetworkPrediction | CodeCode Available | 2 |
| 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 |
| Graph Neural Prompting with Large Language Models | Sep 27, 2023 | Graph Neural NetworkKnowledge Graphs | CodeCode Available | 1 |
| XGV-BERT: Leveraging Contextualized Language Model and Graph Neural Network for Efficient Software Vulnerability Detection | Sep 26, 2023 | Graph Neural NetworkLanguage Modeling | —Unverified | 0 |
| HyperTrack: Neural Combinatorics for High Energy Physics | Sep 25, 2023 | ClusteringContrastive Learning | CodeCode Available | 0 |
| Graph-enhanced Optimizers for Structure-aware Recommendation Embedding Evolution | Sep 24, 2023 | Decision MakingGraph Neural Network | CodeCode Available | 0 |
| A Model-Agnostic Graph Neural Network for Integrating Local and Global Information | Sep 23, 2023 | Graph Neural Network | —Unverified | 0 |
| Graph Neural Network for Stress Predictions in Stiffened Panels Under Uniform Loading | Sep 22, 2023 | Graph EmbeddingGraph Neural Network | —Unverified | 0 |
| ProtoEM: A Prototype-Enhanced Matching Framework for Event Relation Extraction | Sep 22, 2023 | Event Relation ExtractionGraph Neural Network | —Unverified | 0 |
| Large-scale Pretraining Improves Sample Efficiency of Active Learning based Molecule Virtual Screening | Sep 20, 2023 | Active LearningBayesian Optimization | —Unverified | 0 |
| Article Classification with Graph Neural Networks and Multigraphs | Sep 20, 2023 | ArticlesClassification | CodeCode Available | 0 |
| InkStream: Real-time GNN Inference on Streaming Graphs via Incremental Update | Sep 20, 2023 | CPUGPU | CodeCode Available | 0 |
| Localize, Retrieve and Fuse: A Generalized Framework for Free-Form Question Answering over Tables | Sep 20, 2023 | FormGraph Neural Network | —Unverified | 0 |
| MUSTANG: Multi-Stain Self-Attention Graph Multiple Instance Learning Pipeline for Histopathology Whole Slide Images | Sep 19, 2023 | DiagnosticGraph Neural Network | CodeCode Available | 1 |
| Crypto'Graph: Leveraging Privacy-Preserving Distributed Link Prediction for Robust Graph Learning | Sep 19, 2023 | Graph LearningGraph Neural Network | —Unverified | 0 |
| Efficient Low-Rank GNN Defense Against Structural Attacks | Sep 18, 2023 | Graph Neural Network | —Unverified | 0 |
| DeepHEN: quantitative prediction essential lncRNA genes and rethinking essentialities of lncRNA genes | Sep 18, 2023 | Graph Neural NetworkRepresentation Learning | —Unverified | 0 |
| DYMAG: Rethinking Message Passing Using Dynamical-systems-based Waveforms | Sep 18, 2023 | Graph Neural NetworkProperty Prediction | CodeCode Available | 0 |
| A Heterogeneous Graph-Based Multi-Task Learning for Fault Event Diagnosis in Smart Grid | Sep 18, 2023 | Fault DiagnosisGraph Neural Network | —Unverified | 0 |
| Towards Differential Privacy in Sequential Recommendation: A Noisy Graph Neural Network Approach | Sep 17, 2023 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| VulnSense: Efficient Vulnerability Detection in Ethereum Smart Contracts by Multimodal Learning with Graph Neural Network and Language Model | Sep 15, 2023 | Graph Neural NetworkLanguage Modeling | —Unverified | 0 |
| XFedHunter: An Explainable Federated Learning Framework for Advanced Persistent Threat Detection in SDN | Sep 15, 2023 | Federated LearningGraph Neural Network | —Unverified | 0 |
| HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis | Sep 14, 2023 | Graph Neural NetworkPrognosis | CodeCode Available | 1 |
| Is Solving Graph Neural Tangent Kernel Equivalent to Training Graph Neural Network? | Sep 14, 2023 | Deep LearningGraph Learning | —Unverified | 0 |
| Naturalistic Robot Arm Trajectory Generation via Representation Learning | Sep 14, 2023 | Graph Neural NetworkImitation Learning | —Unverified | 0 |
| Improved particle-flow event reconstruction with scalable neural networks for current and future particle detectors | Sep 13, 2023 | Graph Neural Network | —Unverified | 0 |
| Uncertainty-aware Traffic Prediction under Missing Data | Sep 13, 2023 | Decision MakingGraph Neural Network | CodeCode Available | 0 |
| SAF: Smart Aggregation Framework for Revealing Atoms Importance Rank and Improving Prediction Rates in Drug Discovery | Sep 12, 2023 | Activity PredictionDrug Discovery | —Unverified | 0 |
| PCN: A Deep Learning Approach to Jet Tagging Utilizing Novel Graph Construction Methods and Chebyshev Graph Convolutions | Sep 12, 2023 | graph constructionGraph Neural Network | CodeCode Available | 0 |
| Bregman Graph Neural Network | Sep 12, 2023 | Bilevel OptimizationGraph Neural Network | CodeCode Available | 0 |
| GLAD: Content-aware Dynamic Graphs For Log Anomaly Detection | Sep 12, 2023 | Anomaly DetectionFew-Shot Learning | CodeCode Available | 1 |
| Self-explainable Graph Neural Network for Alzheimer's Disease And Related Dementias Risk Prediction | Sep 12, 2023 | Graph Neural NetworkPrediction | —Unverified | 0 |
| Efficient Network Representation for GNN-based Intrusion Detection | Sep 11, 2023 | Graph Neural NetworkIntrusion Detection | —Unverified | 0 |
| Advancing Federated Learning in 6G: A Trusted Architecture with Graph-based Analysis | Sep 11, 2023 | Federated LearningGraph Neural Network | —Unverified | 0 |
| 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 |
| A parameterised model for link prediction using node centrality and similarity measure based on graph embedding | Sep 11, 2023 | Disease PredictionDrug Discovery | —Unverified | 0 |
| Spectral Temporal Graph Neural Network for massive MIMO CSI Prediction | Sep 10, 2023 | Graph 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 |
| Finding Influencers in Complex Networks: An Effective Deep Reinforcement Learning Approach | Sep 9, 2023 | DecoderDeep Reinforcement Learning | —Unverified | 0 |
| Media Moments and Corporate Connections: A Deep Learning Approach to Stock Movement Classification | Sep 8, 2023 | Graph Neural Network | —Unverified | 0 |
| A Long-Tail Friendly Representation Framework for Artist and Music Similarity | Sep 8, 2023 | Graph Neural NetworkMetric Learning | —Unverified | 0 |
| DeepCrysTet: A Deep Learning Approach Using Tetrahedral Mesh for Predicting Properties of Crystalline Materials | Sep 7, 2023 | Graph Neural Network | CodeCode Available | 0 |
