| MindSearch: Mimicking Human Minds Elicits Deep AI Searcher | Jul 29, 2024 | 2D Semantic Segmentation task 1 (8 classes)graph construction | CodeCode Available | 9 |
| MASt3R-SLAM: Real-Time Dense SLAM with 3D Reconstruction Priors | Dec 16, 2024 | 3D Reconstructiongraph construction | CodeCode Available | 7 |
| Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation | Aug 8, 2024 | ChunkingFact Checking | CodeCode Available | 4 |
| AutoSchemaKG: Autonomous Knowledge Graph Construction through Dynamic Schema Induction from Web-Scale Corpora | May 29, 2025 | graph constructionKnowledge Graphs | CodeCode Available | 4 |
| SocialED: A Python Library for Social Event Detection | Dec 18, 2024 | CPUEvent Detection | CodeCode Available | 4 |
| RAKG:Document-level Retrieval Augmented Knowledge Graph Construction | Apr 14, 2025 | coreference-resolutionCoreference Resolution | CodeCode Available | 3 |
| Probabilistic Weather Forecasting with Hierarchical Graph Neural Networks | Jun 7, 2024 | graph constructionWeather Forecasting | CodeCode Available | 3 |
| Agentic Deep Graph Reasoning Yields Self-Organizing Knowledge Networks | Feb 18, 2025 | graph constructionLarge Language Model | CodeCode Available | 3 |
| GraphStorm: all-in-one graph machine learning framework for industry applications | Jun 10, 2024 | Allgraph construction | CodeCode Available | 3 |
| X-LoRA: Mixture of Low-Rank Adapter Experts, a Flexible Framework for Large Language Models with Applications in Protein Mechanics and Molecular Design | Feb 11, 2024 | graph constructionKnowledge Graphs | CodeCode Available | 3 |
| From human experts to machines: An LLM supported approach to ontology and knowledge graph construction | Mar 13, 2024 | graph constructionKnowledge Graphs | 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 |
| PyRCA: A Library for Metric-based Root Cause Analysis | Jun 20, 2023 | Causal Discoverygraph construction | CodeCode Available | 2 |
| RAS: Retrieval-And-Structuring for Knowledge-Intensive LLM Generation | Feb 16, 2025 | graph constructionKnowledge Graphs | CodeCode Available | 2 |
| CAGRA: Highly Parallel Graph Construction and Approximate Nearest Neighbor Search for GPUs | Aug 29, 2023 | CPUGPU | CodeCode Available | 2 |
| self-prompting analogical reasoning for uav object detection | Apr 11, 2025 | graph constructionobject-detection | CodeCode Available | 2 |
| Knowledge Graph Prompting for Multi-Document Question Answering | Aug 22, 2023 | graph constructionOpen-Domain Question Answering | CodeCode Available | 2 |
| Graph Neural Networks for Natural Language Processing: A Survey | Jun 10, 2021 | Decodergraph construction | CodeCode Available | 2 |
| GreedyViG: Dynamic Axial Graph Construction for Efficient Vision GNNs | May 10, 2024 | graph constructionimage-classification | CodeCode Available | 2 |
| LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities | May 22, 2023 | Event Extractiongraph construction | CodeCode Available | 2 |
| BERN2: an advanced neural biomedical named entity recognition and normalization tool | Jan 6, 2022 | graph constructionnamed-entity-recognition | CodeCode Available | 2 |
| Extract, Define, Canonicalize: An LLM-based Framework for Knowledge Graph Construction | Apr 5, 2024 | graph constructionOpen Information Extraction | CodeCode Available | 2 |
| EmT: A Novel Transformer for Generalized Cross-subject EEG Emotion Recognition | Jun 26, 2024 | EEGEEG Emotion Recognition | CodeCode Available | 2 |
| cuSLINK: Single-linkage Agglomerative Clustering on the GPU | Jun 28, 2023 | ClusteringGPU | CodeCode Available | 2 |
| A Survey on Graph Neural Networks for Remaining Useful Life Prediction: Methodologies, Evaluation and Future Trends | Sep 29, 2024 | Benchmarkinggraph construction | CodeCode Available | 2 |
