| MAGNet: A Multi-Scale Attention-Guided Graph Fusion Network for DRC Violation Detection | Jun 8, 2025 | graph constructionGraph Neural Network | —Unverified | 0 |
| Graph Neural Networks in Modern AI-aided Drug Discovery | Jun 7, 2025 | Drug Discoverygraph construction | —Unverified | 0 |
| Zero-Shot Open-Schema Entity Structure Discovery | Jun 4, 2025 | Attributegraph construction | —Unverified | 0 |
| HIEGNet: A Heterogenous Graph Neural Network Including the Immune Environment in Glomeruli Classification | Jun 3, 2025 | graph constructionGraph Neural Network | CodeCode Available | 0 |
| Graph Neural Networks for Jamming Source Localization | Jun 1, 2025 | feature selectiongraph construction | CodeCode Available | 0 |
| Optimizing the Interface Between Knowledge Graphs and LLMs for Complex Reasoning | May 30, 2025 | Chunkinggraph construction | —Unverified | 0 |
| LKD-KGC: Domain-Specific KG Construction via LLM-driven Knowledge Dependency Parsing | May 30, 2025 | Dependency Parsinggraph construction | —Unverified | 0 |
| Point or Line? Using Line-based Representation for Panoptic Symbol Spotting in CAD Drawings | May 29, 2025 | graph construction | —Unverified | 0 |
| Retrieval Augmented Generation based Large Language Models for Causality Mining | May 29, 2025 | graph constructionInformation Retrieval | CodeCode Available | 0 |
| Model Editing with Graph-Based External Memory | May 23, 2025 | graph constructionmodel | —Unverified | 0 |
| MA-COIR: Leveraging Semantic Search Index and Generative Models for Ontology-Driven Biomedical Concept Recognition | May 19, 2025 | graph construction | CodeCode Available | 0 |
| DO-RAG: A Domain-Specific QA Framework Using Knowledge Graph-Enhanced Retrieval-Augmented Generation | May 15, 2025 | graph constructionHallucination | CodeCode Available | 0 |
| GSPRec: Temporal-Aware Graph Spectral Filtering for Recommendation | May 15, 2025 | graph constructionRecommendation Systems | —Unverified | 0 |
| Benchmarking Graph Neural Networks for Document Layout Analysis in Public Affairs | May 12, 2025 | BenchmarkingDocument Layout Analysis | —Unverified | 0 |
| TrumorGPT: Graph-Based Retrieval-Augmented Large Language Model for Fact-Checking | May 11, 2025 | Fact CheckingFew-Shot Learning | —Unverified | 0 |
| STG: Spatiotemporal Graph Neural Network with Fusion and Spatiotemporal Decoupling Learning for Prognostic Prediction of Colorectal Cancer Liver Metastasis | May 6, 2025 | Contrastive Learninggraph construction | —Unverified | 0 |
| Matching Distance and Geometric Distribution Aided Learning Multiview Point Cloud Registration | May 6, 2025 | graph constructionPoint Cloud Registration | CodeCode Available | 0 |
| Interpretable graph-based models on multimodal biomedical data integration: A technical review and benchmarking | May 3, 2025 | BenchmarkingData Integration | —Unverified | 0 |
| Mitigating the Structural Bias in Graph Adversarial Defenses | Apr 29, 2025 | graph construction | CodeCode Available | 0 |
| Efficient Document Retrieval with G-Retriever | Apr 21, 2025 | graph constructionQuestion Answering | CodeCode Available | 0 |
| Building Machine Learning Limited Area Models: Kilometer-Scale Weather Forecasting in Realistic Settings | Apr 12, 2025 | graph constructionWeather Forecasting | CodeCode Available | 0 |
| Graph Based Deep Reinforcement Learning Aided by Transformers for Multi-Agent Cooperation | Apr 11, 2025 | Deep Reinforcement LearningDisaster Response | —Unverified | 0 |
| ASHiTA: Automatic Scene-grounded HIerarchical Task Analysis | Apr 9, 2025 | graph construction | —Unverified | 0 |
| Crowdsourcing-Based Knowledge Graph Construction for Drug Side Effects Using Large Language Models with an Application on Semaglutide | Apr 6, 2025 | graph constructionPharmacovigilance | —Unverified | 0 |
| SCORE: Story Coherence and Retrieval Enhancement for AI Narratives | Mar 30, 2025 | graph constructionRAG | —Unverified | 0 |