| Hierarchical Superpixel Segmentation via Structural Information Theory | Jan 13, 2025 | graph constructiongraph partitioning | CodeCode Available | 0 |
| Improving Skeleton-based Action Recognition with Interactive Object Information | Jan 9, 2025 | Action RecognitionData Augmentation | CodeCode Available | 0 |
| DarkFarseer: Inductive Spatio-temporal Kriging via Hidden Style Enhancement and Sparsity-Noise Mitigation | Jan 6, 2025 | Contrastive LearningDenoising | —Unverified | 0 |
| Dynamic Feature Fusion: Combining Global Graph Structures and Local Semantics for Blockchain Fraud Detection | Jan 3, 2025 | Fraud Detectiongraph construction | CodeCode Available | 0 |
| DVHGNN: Multi-Scale Dilated Vision HGNN for Efficient Vision Recognition | Jan 1, 2025 | graph constructionGraph Neural Network | —Unverified | 0 |
| PHGC: Procedural Heterogeneous Graph Completion for Natural Language Task Verification in Egocentric Videos | Jan 1, 2025 | graph construction | CodeCode Available | 0 |
| SepsisCalc: Integrating Clinical Calculators into Early Sepsis Prediction via Dynamic Temporal Graph Construction | Dec 31, 2024 | graph constructionPrediction | CodeCode Available | 0 |
| Ontology-grounded Automatic Knowledge Graph Construction by LLM under Wikidata schema | Dec 30, 2024 | graph construction | —Unverified | 0 |
| GAIS: A Novel Approach to Instance Selection with Graph Attention Networks | Dec 26, 2024 | Graph Attentiongraph construction | —Unverified | 0 |
| A Rhetorical Relations-Based Framework for Tailored Multimedia Document Summarization | Dec 26, 2024 | Document Summarizationgraph construction | —Unverified | 0 |
| KG4Diagnosis: A Hierarchical Multi-Agent LLM Framework with Knowledge Graph Enhancement for Medical Diagnosis | Dec 22, 2024 | graph constructionGraph Generation | —Unverified | 0 |
| A Protocol for KG Construction Tasks Involving Users | Dec 21, 2024 | graph construction | —Unverified | 0 |
| Anchor Learning with Potential Cluster Constraints for Multi-view Clustering | Dec 21, 2024 | Clusteringgraph construction | CodeCode Available | 0 |
| Intention Knowledge Graph Construction for User Intention Relation Modeling | Dec 16, 2024 | graph constructionKnowledge Graphs | —Unverified | 0 |
| Low-Resource Fast Text Classification Based on Intra-Class and Inter-Class Distance Calculation | Dec 13, 2024 | Classificationgraph construction | —Unverified | 0 |
| FGATT: A Robust Framework for Wireless Data Imputation Using Fuzzy Graph Attention Networks and Transformer Encoders | Dec 2, 2024 | Graph Attentiongraph construction | —Unverified | 0 |
| Intelligent Spark Agents: A Modular LangGraph Framework for Scalable, Visualized, and Enhanced Big Data Machine Learning Workflows | Dec 2, 2024 | Decision MakingDistributed Computing | —Unverified | 0 |
| Point Cloud Denoising With Fine-Granularity Dynamic Graph Convolutional Networks | Nov 21, 2024 | Denoisinggraph construction | —Unverified | 0 |
| Unbiased Scene Graph Generation by Type-Aware Message Passing on Heterogeneous and Dual Graphs | Nov 20, 2024 | graph constructionGraph Generation | —Unverified | 0 |
| ForPKG: A Framework for Constructing Forestry Policy Knowledge Graph and Application Analysis | Nov 17, 2024 | graph constructionKnowledge Graphs | CodeCode Available | 0 |
| HistoLens: An LLM-Powered Framework for Multi-Layered Analysis of Historical Texts -- A Case Application of Yantie Lun | Nov 15, 2024 | graph constructionnamed-entity-recognition | —Unverified | 0 |
| Multiscale Graph Construction Using Non-local Cluster Features | Nov 13, 2024 | ClusteringGraph Clustering | —Unverified | 0 |
| GaussianCut: Interactive segmentation via graph cut for 3D Gaussian Splatting | Nov 12, 2024 | 3DGSgraph construction | —Unverified | 0 |
| No-Reference Point Cloud Quality Assessment via Graph Convolutional Network | Nov 12, 2024 | graph constructionPoint Cloud Quality Assessment | CodeCode Available | 0 |
| Explainable Spatio-Temporal GCNNs for Irregular Multivariate Time Series: Architecture and Application to ICU Patient Data | Nov 1, 2024 | graph constructionTime Series | CodeCode Available | 0 |