| CPa-WAC: Constellation Partitioning-based Scalable Weighted Aggregation Composition for Knowledge Graph Embedding | Aug 1, 2024 | Graph EmbeddingGraph Neural Network | CodeCode Available | 0 |
| MicroMIL: Graph-based Contextual Multiple Instance Learning for Patient Diagnosis Using Microscopy Images | Jul 31, 2024 | Graph Neural NetworkMultiple Instance Learning | —Unverified | 0 |
| Unveiling the Potential of Spiking Dynamics in Graph Representation Learning through Spatial-Temporal Normalization and Coding Strategies | Jul 30, 2024 | Graph LearningGraph Neural Network | —Unverified | 0 |
| GNUMAP: A Parameter-Free Approach to Unsupervised Dimensionality Reduction via Graph Neural Networks | Jul 30, 2024 | BenchmarkingContrastive Learning | —Unverified | 0 |
| A Unified Graph Transformer for Overcoming Isolations in Multi-modal Recommendation | Jul 29, 2024 | Graph Neural NetworkMulti-modal Recommendation | —Unverified | 0 |
| Interpretable Triplet Importance for Personalized Ranking | Jul 28, 2024 | Graph Neural NetworkRecommendation Systems | CodeCode Available | 0 |
| GNN-Based Joint Channel and Power Allocation in Heterogeneous Wireless Networks | Jul 28, 2024 | Computational EfficiencyGraph Neural Network | —Unverified | 0 |
| Reputation-Driven Asynchronous Federated Learning for Enhanced Trajectory Prediction with Blockchain | Jul 28, 2024 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Graph Residual based Method for Molecular Property Prediction | Jul 27, 2024 | Graph Neural NetworkMolecular Property Prediction | —Unverified | 0 |
| Enhancing material property prediction with ensemble deep graph convolutional networks | Jul 26, 2024 | Band GapFormation Energy | —Unverified | 0 |
| An Analysis of Novel Money Laundering Data Using Heterogeneous Graph Isomorphism Networks. FinCEN Files Case Study | Jul 26, 2024 | Graph Neural NetworkKnowledge Graphs | CodeCode Available | 0 |
| Graph Neural Networks for Virtual Sensing in Complex Systems: Addressing Heterogeneous Temporal Dynamics | Jul 26, 2024 | Graph Neural NetworkLoad Virtual Sensing | CodeCode Available | 0 |
| Robust Learning in Bayesian Parallel Branching Graph Neural Networks: The Narrow Width Limit | Jul 26, 2024 | Graph Neural Network | —Unverified | 0 |
| Multi-turn Response Selection with Commonsense-enhanced Language Models | Jul 26, 2024 | Common Sense ReasoningGraph Neural Network | —Unverified | 0 |
| Your Graph Recommender is Provably a Single-view Graph Contrastive Learning | Jul 25, 2024 | Contrastive LearningGraph Neural Network | —Unverified | 0 |
| Context-aware knowledge graph framework for traffic speed forecasting using graph neural network | Jul 25, 2024 | Graph Neural NetworkKnowledge Graphs | CodeCode Available | 0 |
| BlueTempNet: A Temporal Multi-network Dataset of Social Interactions in Bluesky Social | Jul 24, 2024 | BlockingGraph Neural Network | CodeCode Available | 0 |
| Global Confidence Degree Based Graph Neural Network for Financial Fraud Detection | Jul 24, 2024 | Anomaly DetectionFraud Detection | —Unverified | 0 |
| Pre-Training and Prompting for Few-Shot Node Classification on Text-Attributed Graphs | Jul 22, 2024 | Few-Shot LearningGraph Neural Network | —Unverified | 0 |
| LLMExplainer: Large Language Model based Bayesian Inference for Graph Explanation Generation | Jul 22, 2024 | Bayesian InferenceExplanation Generation | —Unverified | 0 |
| Enhancing High-Energy Particle Physics Collision Analysis through Graph Data Attribution Techniques | Jul 20, 2024 | Graph ClassificationGraph Neural Network | —Unverified | 0 |
| Krait: A Backdoor Attack Against Graph Prompt Tuning | Jul 18, 2024 | Backdoor AttackGraph Neural Network | —Unverified | 0 |
| SENC: Handling Self-collision in Neural Cloth Simulation | Jul 17, 2024 | Graph Neural Network | —Unverified | 0 |
| Dirac--Bianconi Graph Neural Networks -- Enabling Non-Diffusive Long-Range Graph Predictions | Jul 17, 2024 | Graph Neural Network | CodeCode Available | 0 |
| Fusion Flow-enhanced Graph Pooling Residual Networks for Unmanned Aerial Vehicles Surveillance in Day and Night Dual Visions | Jul 17, 2024 | Graph Neural NetworkOptical Flow Estimation | —Unverified | 0 |