| Deal: Distributed End-to-End GNN Inference for All Nodes | Mar 4, 2025 | Allgraph construction | —Unverified | 0 |
| CAGN-GAT Fusion: A Hybrid Contrastive Attentive Graph Neural Network for Network Intrusion Detection | Mar 2, 2025 | FairnessGraph Attention | CodeCode Available | 1 |
| Scalable Graph Attention-based Instance Selection via Mini-Batch Sampling and Hierarchical Hashing | Feb 27, 2025 | Graph Attentiongraph construction | —Unverified | 0 |
| PCE-GAN: A Generative Adversarial Network for Point Cloud Attribute Quality Enhancement based on Optimal Transport | Feb 26, 2025 | AttributeGenerative Adversarial Network | —Unverified | 0 |
| Few-shot Continual Relation Extraction via Open Information Extraction | Feb 23, 2025 | Continual LearningContinual Relation Extraction | —Unverified | 0 |
| NLP-AKG: Few-Shot Construction of NLP Academic Knowledge Graph Based on LLM | Feb 20, 2025 | graph constructionQuestion Answering | —Unverified | 0 |
| Explore-Construct-Filter: An Automated Framework for Rich and Reliable API Knowledge Graph Construction | Feb 19, 2025 | Code Generationgraph construction | —Unverified | 0 |
| Agentic Deep Graph Reasoning Yields Self-Organizing Knowledge Networks | Feb 18, 2025 | graph constructionLarge Language Model | CodeCode Available | 3 |
| RAS: Retrieval-And-Structuring for Knowledge-Intensive LLM Generation | Feb 16, 2025 | graph constructionKnowledge Graphs | CodeCode Available | 2 |
| The Role of Graph-based MIL and Interventional Training in the Generalization of WSI Classifiers | Jan 31, 2025 | graph constructionMultiple Instance Learning | CodeCode Available | 0 |
| AutoG: Towards automatic graph construction from tabular data | Jan 25, 2025 | graph construction | —Unverified | 0 |
| A Comprehensive Survey on Spectral Clustering with Graph Structure Learning | Jan 23, 2025 | Clusteringgraph construction | —Unverified | 0 |
| ClusterViG: Efficient Globally Aware Vision GNNs via Image Partitioning | Jan 18, 2025 | graph constructionimage-classification | —Unverified | 0 |
| UFGraphFR: An attempt at a federated recommendation system based on user text characteristics | Jan 14, 2025 | AttributeFederated Learning | CodeCode Available | 0 |
| E2ESlack: An End-to-End Graph-Based Framework for Pre-Routing Slack Prediction | Jan 13, 2025 | graph constructionPrediction | —Unverified | 0 |
| 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 |
