| 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 |
| Joint Multimodal Entity-Relation Extraction Based on Edge-enhanced Graph Alignment Network and Word-pair Relation Tagging | Nov 28, 2022 | graph constructionnamed-entity-recognition | CodeCode Available | 1 |
| A Dataset for Hyper-Relational Extraction and a Cube-Filling Approach | Nov 18, 2022 | graph constructionHyper-Relational Extraction | CodeCode Available | 1 |
| FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery | Nov 15, 2022 | graph construction | CodeCode Available | 1 |
| 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 |
| Robust Point Cloud Registration Framework Based on Deep Graph Matching(TPAMI Version) | Nov 9, 2022 | graph constructionGraph Matching | CodeCode Available | 1 |
| 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 |
| Generative Knowledge Graph Construction: A Review | Oct 23, 2022 | graph constructionKnowledge Graphs | CodeCode Available | 1 |
| Schema-aware Reference as Prompt Improves Data-Efficient Knowledge Graph Construction | Oct 19, 2022 | Event Extractiongraph construction | CodeCode Available | 1 |
| 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 |
| Cross-Modal Contextualized Hidden State Projection Method for Expanding of Taxonomic Graphs | Oct 1, 2022 | graph constructionGraph Embedding | —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 |
| MRC-based Medical NER with Multi-task Learning and Multi-strategies | Oct 1, 2022 | Boundary DetectionDecoder | —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 |
