| MeMo: Meaningful, Modular Controllers via Noise Injection | May 24, 2024 | Graph Neural Network | —Unverified | 0 |
| Cardinality Estimation on Hyper-relational Knowledge Graphs | May 24, 2024 | Graph Neural NetworkKnowledge Graphs | —Unverified | 0 |
| SATSense: Multi-Satellite Collaborative Framework for Spectrum Sensing | May 24, 2024 | Contrastive LearningData Compression | —Unverified | 0 |
| DFGNN: Dual-frequency Graph Neural Network for Sign-aware Feedback | May 24, 2024 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| Learning from Linear Algebra: A Graph Neural Network Approach to Preconditioner Design for Conjugate Gradient Solvers | May 24, 2024 | Graph Neural Network | —Unverified | 0 |
| Floor-Plan-aided Indoor Localization: Zero-Shot Learning Framework, Data Sets, and Prototype | May 22, 2024 | Graph Neural NetworkIndoor Localization | CodeCode Available | 0 |
| Bond Graphs for multi-physics informed Neural Networks for multi-variate time series | May 22, 2024 | Graph Neural NetworkInductive Bias | —Unverified | 0 |
| Rethinking and Accelerating Graph Condensation: A Training-Free Approach with Class Partition | May 22, 2024 | Graph Neural Network | CodeCode Available | 0 |
| LOGIN: A Large Language Model Consulted Graph Neural Network Training Framework | May 22, 2024 | Graph Neural NetworkLanguage Modeling | CodeCode Available | 0 |
| Rumor Detection on Social Media with Reinforcement Learning-based Key Propagation Graph Generator | May 21, 2024 | Data AugmentationGraph Neural Network | —Unverified | 0 |
| Presentations are not always linear! GNN meets LLM for Document-to-Presentation Transformation with Attribution | May 21, 2024 | Graph Neural NetworkHallucination | —Unverified | 0 |
| Equivariant Spatio-Temporal Attentive Graph Networks to Simulate Physical Dynamics | May 21, 2024 | Graph Neural Network | CodeCode Available | 1 |
| How Universal Polynomial Bases Enhance Spectral Graph Neural Networks: Heterophily, Over-smoothing, and Over-squashing | May 21, 2024 | Graph Neural Network | CodeCode Available | 0 |
| Conditional Shift-Robust Conformal Prediction for Graph Neural Network | May 20, 2024 | Conformal PredictionGraph Neural Network | —Unverified | 0 |
| DSAM: A Deep Learning Framework for Analyzing Temporal and Spatial Dynamics in Brain Networks | May 19, 2024 | Functional ConnectivityGraph Neural Network | —Unverified | 0 |
| Knowledge Graph Pruning for Recommendation | May 19, 2024 | Graph Neural Network | —Unverified | 0 |
| GraSS: Combining Graph Neural Networks with Expert Knowledge for SAT Solver Selection | May 17, 2024 | Graph Neural Network | —Unverified | 0 |
| Harnessing Collective Structure Knowledge in Data Augmentation for Graph Neural Networks | May 17, 2024 | Anomaly DetectionData Augmentation | CodeCode Available | 0 |
| Multi-Evidence based Fact Verification via A Confidential Graph Neural Network | May 17, 2024 | Fact VerificationGraph Attention | CodeCode Available | 0 |
| Hi-GMAE: Hierarchical Graph Masked Autoencoders | May 17, 2024 | Graph Neural NetworkSelf-Supervised Learning | CodeCode Available | 1 |
| Physics-Informed Heterogeneous Graph Neural Networks for DC Blocker Placement | May 16, 2024 | BlockingGraph Neural Network | CodeCode Available | 0 |
| Higher-order Spatio-temporal Physics-incorporated Graph Neural Network for Multivariate Time Series Imputation | May 16, 2024 | Graph Neural NetworkImputation | CodeCode Available | 1 |
| Deep Learning in Earthquake Engineering: A Comprehensive Review | May 15, 2024 | Deep LearningDimensionality Reduction | —Unverified | 0 |
| Graph Neural Network based Handwritten Trajectories Recognition | May 15, 2024 | Graph Neural NetworkHandwriting Recognition | —Unverified | 0 |
| Learning Coarse-Grained Dynamics on Graph | May 15, 2024 | 2kGraph Neural Network | —Unverified | 0 |
