| LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities | May 22, 2023 | Event Extractiongraph construction | CodeCode Available | 2 | 5 |
| GreedyViG: Dynamic Axial Graph Construction for Efficient Vision GNNs | May 10, 2024 | graph constructionimage-classification | CodeCode Available | 2 | 5 |
| Knowledge Graph Prompting for Multi-Document Question Answering | Aug 22, 2023 | graph constructionOpen-Domain Question Answering | CodeCode Available | 2 | 5 |
| self-prompting analogical reasoning for uav object detection | Apr 11, 2025 | graph constructionobject-detection | CodeCode Available | 2 | 5 |
| DiaKG: an Annotated Diabetes Dataset for Medical Knowledge Graph Construction | May 31, 2021 | graph constructionKnowledge Graphs | CodeCode Available | 1 | 5 |
| Deep Relational Reasoning Graph Network for Arbitrary Shape Text Detection | Mar 17, 2020 | graph constructionOptical Character Recognition (OCR) | CodeCode Available | 1 | 5 |
| Discovering and Explaining the Representation Bottleneck of Graph Neural Networks from Multi-order Interactions | May 15, 2022 | graph constructionGraph Learning | CodeCode Available | 1 | 5 |
| A Graph-Enhanced Click Model for Web Search | Jun 17, 2022 | graph constructionmodel | CodeCode Available | 1 | 5 |
| Graph-based Active Learning for Semi-supervised Classification of SAR Data | Mar 31, 2022 | Active Learninggraph construction | CodeCode Available | 1 | 5 |
| A Graph-Based Neural Model for End-to-End Frame Semantic Parsing | Sep 25, 2021 | graph constructionSemantic Parsing | CodeCode Available | 1 | 5 |
| Context-Aware Sparse Deep Coordination Graphs | Jun 5, 2021 | graph constructionGraph Learning | CodeCode Available | 1 | 5 |
| Continual Multimodal Knowledge Graph Construction | May 15, 2023 | Continual Learninggraph construction | CodeCode Available | 1 | 5 |
| Generative Knowledge Graph Construction: A Review | Oct 23, 2022 | graph constructionKnowledge Graphs | CodeCode Available | 1 | 5 |
| ConvoSumm: Conversation Summarization Benchmark and Improved Abstractive Summarization with Argument Mining | Jun 1, 2021 | Abstractive Text SummarizationArgument Mining | CodeCode Available | 1 | 5 |
| Connectivity Optimized Nested Graph Networks for Crystal Structures | Feb 27, 2023 | graph construction | CodeCode Available | 1 | 5 |
| GIMS: Image Matching System Based on Adaptive Graph Construction and Graph Neural Network | Dec 24, 2024 | GPUgraph construction | CodeCode Available | 1 | 5 |
| GKGNet: Group K-Nearest Neighbor based Graph Convolutional Network for Multi-Label Image Recognition | Aug 28, 2023 | graph constructionMulti-Label Classification | CodeCode Available | 1 | 5 |
| Fast Approximate Nearest Neighbor Search with a Dynamic Exploration Graph using Continuous Refinement | Jul 19, 2023 | graph construction | CodeCode Available | 1 | 5 |
| Charged particle tracking via edge-classifying interaction networks | Mar 30, 2021 | Edge Classificationgraph construction | CodeCode Available | 1 | 5 |
| Fast k-NN Graph Construction by GPU based NN-Descent | Oct 30, 2021 | CPUGPU | CodeCode Available | 1 | 5 |
| Can LLMs be Good Graph Judge for Knowledge Graph Construction? | Nov 26, 2024 | Denoisinggraph construction | CodeCode Available | 1 | 5 |
| FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery | Nov 15, 2022 | graph construction | CodeCode Available | 1 | 5 |
| BADet: Boundary-Aware 3D Object Detection from Point Clouds | Apr 21, 2021 | 3D Object Detectiongraph construction | CodeCode Available | 1 | 5 |
| BioREx: Improving Biomedical Relation Extraction by Leveraging Heterogeneous Datasets | Jun 19, 2023 | graph constructionMulti-Task Learning | CodeCode Available | 1 | 5 |
| CAGN-GAT Fusion: A Hybrid Contrastive Attentive Graph Neural Network for Network Intrusion Detection | Mar 2, 2025 | FairnessGraph Attention | CodeCode Available | 1 | 5 |
