| Graph Neural Networks: A suitable Alternative to MLPs in Latent 3D Medical Image Classification? | Jul 24, 2024 | Classificationgraph construction | CodeCode Available | 0 |
| Graphusion: Leveraging Large Language Models for Scientific Knowledge Graph Fusion and Construction in NLP Education | Jul 15, 2024 | graph constructionKnowledge Graphs | CodeCode Available | 1 |
| 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 |
| EmT: A Novel Transformer for Generalized Cross-subject EEG Emotion Recognition | Jun 26, 2024 | EEGEEG Emotion Recognition | CodeCode Available | 2 |
| Multimodal Contextualized Semantic Parsing from Speech | Jun 10, 2024 | Data Integrationgraph construction | CodeCode Available | 0 |
| GraphStorm: all-in-one graph machine learning framework for industry applications | Jun 10, 2024 | Allgraph construction | CodeCode Available | 3 |
| Probabilistic Weather Forecasting with Hierarchical Graph Neural Networks | Jun 7, 2024 | graph constructionWeather Forecasting | CodeCode Available | 3 |
| Docs2KG: Unified Knowledge Graph Construction from Heterogeneous Documents Assisted by Large Language Models | Jun 5, 2024 | Data Integrationgraph construction | CodeCode Available | 3 |
| Using GNN property predictors as molecule generators | Jun 5, 2024 | graph construction | CodeCode Available | 1 |
| 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 |
| GreedyViG: Dynamic Axial Graph Construction for Efficient Vision GNNs | May 10, 2024 | graph constructionimage-classification | CodeCode Available | 2 |
| 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 |
| Extract, Define, Canonicalize: An LLM-based Framework for Knowledge Graph Construction | Apr 5, 2024 | graph constructionOpen Information Extraction | CodeCode Available | 2 |
| 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 |
| From human experts to machines: An LLM supported approach to ontology and knowledge graph construction | Mar 13, 2024 | graph constructionKnowledge Graphs | CodeCode Available | 3 |
| C2P-GCN: Cell-to-Patch Graph Convolutional Network for Colorectal Cancer Grading | Mar 8, 2024 | graph constructionwhole slide images | —Unverified | 0 |