| Language Model Meets Prototypes: Towards Interpretable Text Classification Models through Prototypical Networks | Dec 4, 2024 | ClassificationContrastive Learning | —Unverified | 0 |
| An Automated Data Mining Framework Using Autoencoders for Feature Extraction and Dimensionality Reduction | Dec 3, 2024 | Anomaly DetectionDecision Making | —Unverified | 0 |
| Morphological-Symmetry-Equivariant Heterogeneous Graph Neural Network for Robotic Dynamics Learning | Dec 2, 2024 | Graph Neural Network | CodeCode Available | 0 |
| Lossless and Privacy-Preserving Graph Convolution Network for Federated Item Recommendation | Dec 2, 2024 | Graph Neural NetworkPrivacy Preserving | —Unverified | 0 |
| Superhypergraph Neural Networks and Plithogenic Graph Neural Networks: Theoretical Foundations | Dec 2, 2024 | Graph Neural Network | —Unverified | 0 |
| A Self-Explainable Heterogeneous GNN for Relational Deep Learning | Nov 30, 2024 | Deep LearningGraph Neural Network | CodeCode Available | 0 |
| Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence | Nov 30, 2024 | Chemical ProcessGraph Neural Network | —Unverified | 0 |
| SDR-GNN: Spectral Domain Reconstruction Graph Neural Network for Incomplete Multimodal Learning in Conversational Emotion Recognition | Nov 29, 2024 | Emotion RecognitionGraph Neural Network | CodeCode Available | 1 |
| PerLA: Perceptive 3D Language Assistant | Nov 29, 2024 | Dense CaptioningGraph Neural Network | CodeCode Available | 1 |
| RL-MILP Solver: A Reinforcement Learning Approach for Solving Mixed-Integer Linear Programs with Graph Neural Networks | Nov 29, 2024 | Graph Neural NetworkReinforcement Learning (RL) | —Unverified | 0 |
| Integrating Functionalities To A System Via Autoencoder Hippocampus Network | Nov 28, 2024 | DecoderGraph Neural Network | —Unverified | 0 |
| GRU-PFG: Extract Inter-Stock Correlation from Stock Factors with Graph Neural Network | Nov 28, 2024 | Graph Neural NetworkPrediction | CodeCode Available | 0 |
| Causal and Local Correlations Based Network for Multivariate Time Series Classification | Nov 27, 2024 | Graph Neural NetworkTime Series | CodeCode Available | 1 |
| Learning optimal objective values for MILP | Nov 27, 2024 | Decision MakingGraph Neural Network | CodeCode Available | 0 |
| Graph Neural Network for Cerebral Blood Flow Prediction With Clinical Datasets | Nov 27, 2024 | Graph Neural Network | —Unverified | 0 |
| GraphSubDetector: Time Series Subsequence Anomaly Detection via Density-Aware Adaptive Graph Neural Network | Nov 26, 2024 | Anomaly DetectionGraph Neural Network | —Unverified | 0 |
| Knowledge-aware Evolutionary Graph Neural Architecture Search | Nov 26, 2024 | GPUGraph Neural Network | CodeCode Available | 0 |
| A Graph Neural Network deep-dive into successful counterattacks | Nov 26, 2024 | Feature ImportanceGraph Neural Network | —Unverified | 0 |
| Epidemiology-informed Graph Neural Network for Heterogeneity-aware Epidemic Forecasting | Nov 26, 2024 | EpidemiologyGraph Neural Network | —Unverified | 0 |
| A Data-Driven Approach to Dataflow-Aware Online Scheduling for Graph Neural Network Inference | Nov 25, 2024 | CPUGPU | —Unverified | 0 |
| TANGNN: a Concise, Scalable and Effective Graph Neural Networks with Top-m Attention Mechanism for Graph Representation Learning | Nov 23, 2024 | Computational EfficiencyGraph Neural Network | CodeCode Available | 0 |
| Lie-Equivariant Quantum Graph Neural Networks | Nov 22, 2024 | Binary ClassificationGraph Neural Network | CodeCode Available | 1 |
| GeoScatt-GNN: A Geometric Scattering Transform-Based Graph Neural Network Model for Ames Mutagenicity Prediction | Nov 22, 2024 | Drug DiscoveryGraph Neural Network | —Unverified | 0 |
| Heterophilic Graph Neural Networks Optimization with Causal Message-passing | Nov 21, 2024 | Causal InferenceGraph Learning | —Unverified | 0 |
| Learning Pore-scale Multi-phase Flow from Experimental Data with Graph Neural Network | Nov 21, 2024 | Computational EfficiencyGraph Neural Network | —Unverified | 0 |
