| Who Would be Interested in Services? An Entity Graph Learning System for User Targeting | May 30, 2023 | graph constructionGraph Learning | —Unverified | 0 |
| Connecting the Dots: What Graph-Based Text Representations Work Best for Text Classification Using Graph Neural Networks? | May 23, 2023 | graph constructionGraph Mining | CodeCode Available | 0 |
| Exploring In-Context Learning Capabilities of Foundation Models for Generating Knowledge Graphs from Text | May 15, 2023 | graph constructionIn-Context Learning | —Unverified | 0 |
| Enhancing Knowledge Graph Construction Using Large Language Models | May 8, 2023 | graph constructionJoint Entity and Relation Extraction | —Unverified | 0 |
| Multi-source Education Knowledge Graph Construction and Fusion for College Curricula | May 8, 2023 | graph constructionKnowledge Graphs | —Unverified | 0 |
| Evaluating BERT-based Scientific Relation Classifiers for Scholarly Knowledge Graph Construction on Digital Library Collections | May 3, 2023 | graph constructionOptical Character Recognition | —Unverified | 0 |
| Capturing Fine-grained Semantics in Contrastive Graph Representation Learning | Apr 23, 2023 | Contrastive Learninggraph construction | —Unverified | 0 |
| Graph Neural Networks for Text Classification: A Survey | Apr 23, 2023 | Classificationgraph construction | —Unverified | 0 |
| IBBT: Informed Batch Belief Trees for Motion Planning Under Uncertainty | Apr 21, 2023 | graph constructionMotion Planning | —Unverified | 0 |
| BERT Based Clinical Knowledge Extraction for Biomedical Knowledge Graph Construction and Analysis | Apr 21, 2023 | Clinical Knowledgegraph construction | —Unverified | 0 |
| CodeKGC: Code Language Model for Generative Knowledge Graph Construction | Apr 18, 2023 | Code Completiongraph construction | CodeCode Available | 0 |
| Modeling and design of heterogeneous hierarchical bioinspired spider web structures using generative deep learning and additive manufacturing | Apr 11, 2023 | graph construction | —Unverified | 0 |
| BS-GAT Behavior Similarity Based Graph Attention Network for Network Intrusion Detection | Apr 7, 2023 | Graph Attentiongraph construction | —Unverified | 0 |
| Few-Shot 3D Point Cloud Semantic Segmentation via Stratified Class-Specific Attention Based Transformer Network | Mar 28, 2023 | Few-shot 3D Point Cloud Semantic SegmentationFew-Shot Learning | —Unverified | 0 |
| MCTS-GEB: Monte Carlo Tree Search is a Good E-graph Builder | Mar 8, 2023 | graph constructionReinforcement Learning (RL) | CodeCode Available | 0 |
| Heterogeneous Graph Learning for Acoustic Event Classification | Mar 5, 2023 | Classificationgraph construction | CodeCode Available | 0 |
| Configurable calorimeter simulation for AI applications | Mar 3, 2023 | Clusteringgraph construction | —Unverified | 0 |
| Graph Laplacians on Shared Nearest Neighbor graphs and graph Laplacians on k-Nearest Neighbor graphs having the same limit | Feb 24, 2023 | graph construction | —Unverified | 0 |
| Random Projection Forest Initialization for Graph Convolutional Networks | Feb 22, 2023 | graph constructionGraph Embedding | CodeCode Available | 0 |
| Graph Construction using Principal Axis Trees for Simple Graph Convolution | Feb 22, 2023 | graph constructionGraph Embedding | CodeCode Available | 0 |
| A Comprehensive Survey on Automatic Knowledge Graph Construction | Feb 10, 2023 | graph constructionKnowledge Graph Completion | —Unverified | 0 |
| A Dynamic Graph CNN with Cross-Representation Distillation for Event-Based Recognition | Feb 8, 2023 | graph constructionTransfer Learning | —Unverified | 0 |
| Large Language Models for Biomedical Knowledge Graph Construction: Information extraction from EMR notes | Jan 29, 2023 | DecoderDrug Discovery | —Unverified | 0 |
| Understanding Finetuning for Factual Knowledge Extraction from Language Models | Jan 26, 2023 | graph construction | —Unverified | 0 |
| FewShotTextGCN: K-hop neighborhood regularization for few-shot learning on graphs | Jan 25, 2023 | Document ClassificationFew-Shot Learning | —Unverified | 0 |
| Graph-based compensated wavelet lifting for 3-D+t medical CT data | Jan 12, 2023 | Computed Tomography (CT)Data Compression | —Unverified | 0 |
| LB-SimTSC: An Efficient Similarity-Aware Graph Neural Network for Semi-Supervised Time Series Classification | Jan 12, 2023 | ClassificationDynamic Time Warping | —Unverified | 0 |
| Edge-Aware Regional Message Passing Controller for Image Forgery Localization | Jan 1, 2023 | Binarizationgraph construction | —Unverified | 0 |
| Distributed Interaction Graph Construction for Dynamic DCOPs in Cooperative Multi-agent Systems | Dec 7, 2022 | graph construction | —Unverified | 0 |
| Entity Set Co-Expansion in StackOverflow | Dec 5, 2022 | graph constructionManagement | —Unverified | 0 |
| Automated Coronary Arteries Labeling Via Geometric Deep Learning | Dec 1, 2022 | Deep Learninggraph construction | —Unverified | 0 |
| G-CMP: Graph-enhanced Contextual Matrix Profile for unsupervised anomaly detection in sensor-based remote health monitoring | Nov 29, 2022 | Anomaly Detectiongraph construction | —Unverified | 0 |
| Graph Neural Networks for Breast Cancer Data Integration | Nov 28, 2022 | Data Integrationgraph construction | —Unverified | 0 |
| On Analyzing the Role of Image for Visual-enhanced Relation Extraction | Nov 14, 2022 | graph constructionRelation | CodeCode Available | 0 |
| GeoAI for Knowledge Graph Construction: Identifying Causality Between Cascading Events to Support Environmental Resilience Research | Nov 11, 2022 | graph constructionKnowledge Graphs | —Unverified | 0 |
| Title2Event: Benchmarking Open Event Extraction with a Large-scale Chinese Title Dataset | Nov 2, 2022 | BenchmarkingEvent Extraction | —Unverified | 0 |
| Study of Manifold Geometry using Multiscale Non-Negative Kernel Graphs | Oct 31, 2022 | graph constructionregression | —Unverified | 0 |
| Unsupervised Knowledge Graph Construction and Event-centric Knowledge Infusion for Scientific NLI | Oct 27, 2022 | graph constructionNatural Language Inference | —Unverified | 0 |
| Generative modeling of the enteric nervous system employing point pattern analysis and graph construction | Oct 26, 2022 | Diagnosticgraph construction | —Unverified | 0 |
| Behavioral graph fraud detection in E-commerce | Oct 13, 2022 | Fraud DetectionGPU | —Unverified | 0 |
| ConstGCN: Constrained Transmission-based Graph Convolutional Networks for Document-level Relation Extraction | Oct 8, 2022 | Document-level Relation Extractiongraph construction | —Unverified | 0 |
| Towards Real-Time Temporal Graph Learning | Oct 8, 2022 | graph constructionGraph Learning | CodeCode Available | 0 |
| Clustering Semantic Predicates in the Open Research Knowledge Graph | Oct 5, 2022 | Clusteringgraph construction | —Unverified | 0 |
| MRC-based Medical NER with Multi-task Learning and Multi-strategies | Oct 1, 2022 | Boundary DetectionDecoder | —Unverified | 0 |
| Virtual Knowledge Graph Construction for Zero-Shot Domain-Specific Document Retrieval | Oct 1, 2022 | Domain Adaptationgraph construction | CodeCode Available | 0 |
| DynGL-SDP: Dynamic Graph Learning for Semantic Dependency Parsing | Oct 1, 2022 | Dependency Parsinggraph construction | CodeCode Available | 0 |
| Cross-Modal Contextualized Hidden State Projection Method for Expanding of Taxonomic Graphs | Oct 1, 2022 | graph constructionGraph Embedding | —Unverified | 0 |
| De Bruijn goes Neural: Causality-Aware Graph Neural Networks for Time Series Data on Dynamic Graphs | Sep 17, 2022 | graph constructionGraph Neural Network | —Unverified | 0 |
| LogLG: Weakly Supervised Log Anomaly Detection via Log-Event Graph Construction | Aug 23, 2022 | Anomaly Detectiongraph construction | —Unverified | 0 |
| Predicting the Biological Classification of Cell-Cycle Regulated Genes of Saccharomyces cerevisiae using Community Detection Algorithms on Gene Co-expression Networks | Aug 22, 2022 | ClusteringCommunity Detection | —Unverified | 0 |