| MindSearch: Mimicking Human Minds Elicits Deep AI Searcher | Jul 29, 2024 | 2D Semantic Segmentation task 1 (8 classes)graph construction | CodeCode Available | 9 | 5 |
| MASt3R-SLAM: Real-Time Dense SLAM with 3D Reconstruction Priors | Dec 16, 2024 | 3D Reconstructiongraph construction | CodeCode Available | 7 | 5 |
| Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation | Aug 8, 2024 | ChunkingFact Checking | CodeCode Available | 4 | 5 |
| SocialED: A Python Library for Social Event Detection | Dec 18, 2024 | CPUEvent Detection | CodeCode Available | 4 | 5 |
| AutoSchemaKG: Autonomous Knowledge Graph Construction through Dynamic Schema Induction from Web-Scale Corpora | May 29, 2025 | graph constructionKnowledge Graphs | CodeCode Available | 4 | 5 |
| Probabilistic Weather Forecasting with Hierarchical Graph Neural Networks | Jun 7, 2024 | graph constructionWeather Forecasting | CodeCode Available | 3 | 5 |
| GraphStorm: all-in-one graph machine learning framework for industry applications | Jun 10, 2024 | Allgraph construction | CodeCode Available | 3 | 5 |
| Docs2KG: Unified Knowledge Graph Construction from Heterogeneous Documents Assisted by Large Language Models | Jun 5, 2024 | Data Integrationgraph construction | CodeCode Available | 3 | 5 |
| Agentic Deep Graph Reasoning Yields Self-Organizing Knowledge Networks | Feb 18, 2025 | graph constructionLarge Language Model | CodeCode Available | 3 | 5 |
| From human experts to machines: An LLM supported approach to ontology and knowledge graph construction | Mar 13, 2024 | graph constructionKnowledge Graphs | CodeCode Available | 3 | 5 |
