| Hierarchical Knowledge Graph Construction from Images for Scalable E-Commerce | Oct 28, 2024 | Benchmarkinggraph construction | —Unverified | 0 |
| CTINexus: Automatic Cyber Threat Intelligence Knowledge Graph Construction Using Large Language Models | Oct 28, 2024 | ArticlesEntity Alignment | —Unverified | 0 |
| 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 |
| 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 |
| 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 |
| Leveraging GNSS and Onboard Visual Data from Consumer Vehicles for Robust Road Network Estimation | Aug 3, 2024 | Autonomous Vehiclesgraph construction | —Unverified | 0 |
| Graph Neural Networks: A suitable Alternative to MLPs in Latent 3D Medical Image Classification? | Jul 24, 2024 | Classificationgraph construction | CodeCode Available | 0 |
| SlideGCD: Slide-based Graph Collaborative Training with Knowledge Distillation for Whole Slide Image Classification | Jul 12, 2024 | graph constructionGraph Learning | CodeCode Available | 0 |
| LDGCN: An Edge-End Lightweight Dual GCN Based on Single-Channel EEG for Driver Drowsiness Monitoring | Jul 8, 2024 | EEGgraph construction | CodeCode Available | 0 |
| Multimodal Contextualized Semantic Parsing from Speech | Jun 10, 2024 | Data Integrationgraph construction | CodeCode Available | 0 |
| A Planet Scale Spatial-Temporal Knowledge Graph Based On OpenStreetMap And H3 Grid | May 24, 2024 | graph constructionKnowledge Graphs | —Unverified | 0 |
| FedASTA: Federated adaptive spatial-temporal attention for traffic flow prediction | May 21, 2024 | Federated Learninggraph construction | —Unverified | 0 |
| AttacKG+:Boosting Attack Knowledge Graph Construction with Large Language Models | May 8, 2024 | graph constructionIn-Context Learning | —Unverified | 0 |
| KGValidator: A Framework for Automatic Validation of Knowledge Graph Construction | Apr 24, 2024 | Fact Checkinggraph construction | —Unverified | 0 |
| RealTCD: Temporal Causal Discovery from Interventional Data with Large Language Model | Apr 23, 2024 | Causal Discoverygraph construction | —Unverified | 0 |
| On Support Relations Inference and Scene Hierarchy Graph Construction from Point Cloud in Clustered Environments | Apr 22, 2024 | Combinatorial Optimizationgraph construction | —Unverified | 0 |
| Automatic Knowledge Graph Construction for Judicial Cases | Apr 15, 2024 | graph constructionKnowledge Graphs | —Unverified | 0 |
| Cross-Data Knowledge Graph Construction for LLM-enabled Educational Question-Answering System: A Case Study at HCMUT | Apr 14, 2024 | graph constructionKnowledge Graphs | —Unverified | 0 |
| BanglaAutoKG: Automatic Bangla Knowledge Graph Construction with Semantic Neural Graph Filtering | Apr 4, 2024 | graph constructionInformation Retrieval | CodeCode Available | 0 |
| Knowledge-Powered Recommendation for an Improved Diet Water Footprint | Mar 26, 2024 | graph constructionKnowledge Graphs | —Unverified | 0 |
| PRAGO: Differentiable Multi-View Pose Optimization From Objectness Detections | Mar 13, 2024 | graph constructionPose Estimation | —Unverified | 0 |
| C2P-GCN: Cell-to-Patch Graph Convolutional Network for Colorectal Cancer Grading | Mar 8, 2024 | graph constructionwhole slide images | —Unverified | 0 |
| Advancing Chinese biomedical text mining with community challenges | Mar 7, 2024 | AttributeAttribute Extraction | —Unverified | 0 |
| K-Link: Knowledge-Link Graph from LLMs for Enhanced Representation Learning in Multivariate Time-Series Data | Mar 6, 2024 | General Knowledgegraph construction | —Unverified | 0 |
| Graph Construction with Flexible Nodes for Traffic Demand Prediction | Mar 1, 2024 | ClusteringComputational Efficiency | CodeCode Available | 0 |
| AutoRD: An Automatic and End-to-End System for Rare Disease Knowledge Graph Construction Based on Ontologies-enhanced Large Language Models | Mar 1, 2024 | graph constructionKnowledge Graphs | —Unverified | 0 |
| Construction of a Syntactic Analysis Map for Yi Shui School through Text Mining and Natural Language Processing Research | Feb 16, 2024 | graph constructionInformation Retrieval | —Unverified | 0 |
| EntailE: Introducing Textual Entailment in Commonsense Knowledge Graph Completion | Feb 15, 2024 | graph constructionGraph Embedding | —Unverified | 0 |
| Graph Neural Networks in EEG-based Emotion Recognition: A Survey | Feb 2, 2024 | EEGEmotion Recognition | —Unverified | 0 |
| Mitigating the Impact of Noisy Edges on Graph-Based Algorithms via Adversarial Robustness Evaluation | Jan 28, 2024 | Adversarial AttackAdversarial Robustness | —Unverified | 0 |
| Enhancing Large Language Models for Clinical Decision Support by Incorporating Clinical Practice Guidelines | Jan 20, 2024 | graph construction | —Unverified | 0 |
| Fast graph-based denoising for point cloud color information | Jan 18, 2024 | Denoisinggraph construction | —Unverified | 0 |
| Optimizing k in kNN Graphs with Graph Learning Perspective | Jan 16, 2024 | Denoisinggraph construction | —Unverified | 0 |
| Assisted Knowledge Graph Authoring: Human-Supervised Knowledge Graph Construction from Natural Language | Jan 15, 2024 | graph constructionKnowledge Graphs | CodeCode Available | 0 |