| Graph Neural Networks on Discriminative Graphs of Words | Oct 27, 2024 | Classificationgraph construction | CodeCode Available | 0 |
| FISHNET: Financial Intelligence from Sub-querying, Harmonizing, Neural-Conditioning, Expert Swarms, and Task Planning | Oct 25, 2024 | graph constructionRAG | —Unverified | 0 |
| Sentiment-Driven Community Detection in a Network of Perfume Preferences | Oct 24, 2024 | Community DetectionGraph Clustering | CodeCode Available | 0 |
| Graphusion: A RAG Framework for Knowledge Graph Construction with a Global Perspective | Oct 23, 2024 | graph constructionKnowledge Graphs | CodeCode Available | 1 |
| Iter-AHMCL: Alleviate Hallucination for Large Language Model via Iterative Model-level Contrastive Learning | Oct 16, 2024 | Contrastive Learninggraph construction | —Unverified | 0 |
| SAKA: An Intelligent Platform for Semi-automated Knowledge Graph Construction and Application | Oct 10, 2024 | graph constructionKnowledge Base Question Answering | —Unverified | 0 |
| Liver Cancer Knowledge Graph Construction based on dynamic entity replacement and masking strategies RoBERTa-BiLSTM-CRF model | Oct 8, 2024 | Diagnosticgraph construction | —Unverified | 0 |
| Multimodal Representation Learning using Adaptive Graph Construction | Oct 8, 2024 | Contrastive Learninggraph construction | —Unverified | 0 |
| Customized Information and Domain-centric Knowledge Graph Construction with Large Language Models | Sep 30, 2024 | Decision Makinggraph construction | —Unverified | 0 |
| A Survey on Graph Neural Networks for Remaining Useful Life Prediction: Methodologies, Evaluation and Future Trends | Sep 29, 2024 | Benchmarkinggraph construction | CodeCode Available | 2 |
| Discriminative Anchor Learning for Efficient Multi-view Clustering | Sep 25, 2024 | Clusteringgraph construction | —Unverified | 0 |
| Inferring Scientific Cross-Document Coreference and Hierarchy with Definition-Augmented Relational Reasoning | Sep 23, 2024 | graph constructionIn-Context Learning | CodeCode Available | 0 |
| Procedure Model for Building Knowledge Graphs for Industry Applications | Sep 20, 2024 | graph constructionKnowledge Graphs | —Unverified | 0 |
| A New Perspective on ADHD Research: Knowledge Graph Construction with LLMs and Network Based Insights | Sep 19, 2024 | Chatbotgraph construction | CodeCode Available | 0 |
| MOOSS: Mask-Enhanced Temporal Contrastive Learning for Smooth State Evolution in Visual Reinforcement Learning | Sep 2, 2024 | Contrastive Learninggraph construction | CodeCode Available | 0 |
| WikiCausal: Corpus and Evaluation Framework for Causal Knowledge Graph Construction | Aug 31, 2024 | Articlesgraph construction | CodeCode Available | 0 |
| Image Provenance Analysis via Graph Encoding with Vision Transformer | Aug 26, 2024 | graph constructionMisinformation | —Unverified | 0 |
| ST-USleepNet: A Spatial-Temporal Coupling Prominence Network for Multi-Channel Sleep Staging | Aug 21, 2024 | graph constructionImage Segmentation | CodeCode Available | 0 |
| Fast and Scalable Semi-Supervised Learning for Multi-View Subspace Clustering | Aug 11, 2024 | Clusteringgraph construction | —Unverified | 0 |
| GEM: Context-Aware Gaze EstiMation with Visual Search Behavior Matching for Chest Radiograph | Aug 10, 2024 | DiagnosticGaze Estimation | CodeCode Available | 0 |
| Text classification optimization algorithm based on graph neural network | Aug 9, 2024 | Classificationgraph construction | —Unverified | 0 |
| Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation | Aug 8, 2024 | ChunkingFact Checking | CodeCode Available | 4 |
| Leveraging GNSS and Onboard Visual Data from Consumer Vehicles for Robust Road Network Estimation | Aug 3, 2024 | Autonomous Vehiclesgraph construction | —Unverified | 0 |
| Navigating Beyond Instructions: Vision-and-Language Navigation in Obstructed Environments | Jul 31, 2024 | graph constructionNavigate | CodeCode Available | 1 |
| MindSearch: Mimicking Human Minds Elicits Deep AI Searcher | Jul 29, 2024 | 2D Semantic Segmentation task 1 (8 classes)graph construction | CodeCode Available | 9 |
