| XAgents: A Framework for Interpretable Rule-Based Multi-Agents Cooperation | Nov 21, 2024 | Feature CorrelationLogical Reasoning | —Unverified | 0 |
| M^3-Impute: Mask-guided Representation Learning for Missing Value Imputation | Oct 11, 2024 | Feature CorrelationGraph Neural Network | CodeCode Available | 0 |
| Principal Orthogonal Latent Components Analysis (POLCA Net) | Oct 9, 2024 | Dimensionality ReductionFeature Correlation | CodeCode Available | 0 |
| Accelerating Flood Warnings by 10 Hours: The Power of River Network Topology in AI-enhanced Flood Forecasting | Oct 7, 2024 | Cloth-Changing Person Re-IdentificationDensity Ratio Estimation | —Unverified | 0 |
| Fairness-Aware Streaming Feature Selection with Causal Graphs | Aug 17, 2024 | FairnessFeature Correlation | CodeCode Available | 0 |
| DistillGrasp: Integrating Features Correlation with Knowledge Distillation for Depth Completion of Transparent Objects | Aug 1, 2024 | Depth CompletionFeature Correlation | —Unverified | 0 |
| Topological Persistence Guided Knowledge Distillation for Wearable Sensor Data | Jul 7, 2024 | Activity RecognitionDeep Learning | —Unverified | 0 |
| Encourage or Inhibit Monosemanticity? Revisit Monosemanticity from a Feature Decorrelation Perspective | Jun 25, 2024 | DiversityFeature Correlation | CodeCode Available | 0 |
| Hyperbolic Benchmarking Unveils Network Topology-Feature Relationship in GNN Performance | Jun 4, 2024 | BenchmarkingDrug Discovery | CodeCode Available | 0 |
| Tabular Data Contrastive Learning via Class-Conditioned and Feature-Correlation Based Augmentation | Apr 26, 2024 | Contrastive LearningFeature Correlation | CodeCode Available | 0 |
