{"total":35,"rows":[{"id":"2408.08921","title":"Graph Retrieval-Augmented Generation: A Survey","created":"2024-08-15","cited_by_count":324,"area":"rag"},{"id":"2402.07630","title":"G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering","created":"2024-02-12","cited_by_count":223,"area":"rag"},{"id":"2501.00309","title":"Retrieval-Augmented Generation with Graphs (GraphRAG)","created":"2024-12-31","cited_by_count":172,"area":"rag"},{"id":"2006.05405","title":"Retrieval-Augmented Generation for Code Summarization via Hybrid GNN","created":"2020-06-09","cited_by_count":89,"area":"rag"},{"id":"2405.16506","title":"GRAG: Graph Retrieval-Augmented Generation","created":"2024-05-26","cited_by_count":78,"area":"rag"},{"id":"2501.02226","title":"Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation","created":"2025-01-04","cited_by_count":57,"area":"rag"},{"id":"2405.18414","title":"Don't Forget to Connect! Improving RAG with Graph-based Reranking","created":"2024-05-28","cited_by_count":49,"area":"rag"},{"id":"2310.10445","title":"MechGPT, a language-based strategy for mechanics and materials modeling that connects knowledge across scales, disciplines and modalities","created":"2023-10-16","cited_by_count":38,"area":"rag"},{"id":"2504.01346","title":"RAG over Tables: Hierarchical Memory Index, Multi-Stage Retrieval, and Benchmarking","created":"2025-04-02","cited_by_count":18,"area":"rag"},{"id":"2504.10499","title":"Graph-based Approaches and Functionalities in Retrieval-Augmented Generation: A Comprehensive Survey","created":"2025-04-08","cited_by_count":18,"area":"rag"},{"id":"2410.11001","title":"Graph of Records: Boosting Retrieval Augmented Generation for Long-context Summarization with Graphs","created":"2024-10-14","cited_by_count":12,"area":"rag"},{"id":"2505.16237","title":"Align-GRAG: Anchor and Rationale Guided Dual Alignment for Graph Retrieval-Augmented Generation","created":"2025-05-22","cited_by_count":9,"area":"rag"},{"id":"2501.15067","title":"CG-RAG: Research Question Answering by Citation Graph Retrieval-Augmented LLMs","created":"2025-01-25","cited_by_count":8,"area":"rag"},{"id":"2308.02335","title":"RAHNet: Retrieval Augmented Hybrid Network for Long-tailed Graph Classification","created":"2023-08-04","cited_by_count":7,"area":"rag"},{"id":"2305.11074","title":"Tram: A Token-level Retrieval-augmented Mechanism for Source Code Summarization","created":"2023-05-18","cited_by_count":6,"area":"rag"},{"id":"2503.04162","title":"Semantic Retrieval Augmented Contrastive Learning for Sequential Recommendation","created":"2025-03-06","cited_by_count":6,"area":"rag"},{"id":"2509.21391","title":"MIXRAG : Mixture-of-Experts Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering","created":"2025-09-24","cited_by_count":6,"area":"rag"},{"id":"2412.04119","title":"GRAF: Graph Retrieval Augmented by Facts for Romanian Legal Multi-Choice Question Answering","created":"2024-12-05","cited_by_count":4,"area":"rag"},{"id":"2508.05647","title":"Query-Aware Graph Neural Networks for Enhanced Retrieval-Augmented Generation","created":"2025-07-25","cited_by_count":4,"area":"rag"},{"id":"2601.15124","title":"RAG-GFM: Overcoming In-Memory Bottlenecks in Graph Foundation Models via Retrieval-Augmented Generation","created":"2026-01-21","cited_by_count":4,"area":"rag"},{"id":"2507.05863","title":"KERAG_R: Knowledge-Enhanced Retrieval-Augmented Generation for Recommendation","created":"2025-07-08","cited_by_count":3,"area":"rag"},{"id":"2511.21002","title":"Knowledge Completes the Vision: A Multimodal Entity-aware Retrieval-Augmented Generation Framework for News Image Captioning","created":"2025-11-26","cited_by_count":3,"area":"rag"},{"id":"2508.00429","title":"Node-as-Agent: Graph Agentic Network","created":"2025-08-01","cited_by_count":2,"area":"rag"},{"id":"2505.10951","title":"SubGCache: Accelerating Graph-based RAG with Subgraph-level KV Cache","created":"2025-05-16","cited_by_count":1,"area":"rag"},{"id":"2508.02532","title":"Contextual Graph Transformer: A Small Language Model for Enhanced Engineering Document Information Extraction","created":"2025-08-04","cited_by_count":1,"area":"rag"},{"id":"2602.00586","title":"RAG-GNN: Integrating Retrieved Knowledge with Graph Neural Networks for Precision Medicine","created":"2026-01-31","cited_by_count":1,"area":"rag"},{"id":"2603.22633","title":"Graph-Aware Late Chunking for Retrieval-Augmented Generation in Biomedical Literature","created":"2026-03-23","cited_by_count":1,"area":"rag"},{"id":"2603.23554","title":"Mixture of Demonstrations for Textual Graph Understanding and Question Answering","created":"2026-03-23","cited_by_count":1,"area":"rag"},{"id":"2511.05297","title":"Building Specialized Software-Assistant ChatBot with Graph-Based Retrieval-Augmented Generation","created":"2025-11-07","cited_by_count":0,"area":"rag"},{"id":"2603.24925","title":"GraphER: An Efficient Graph-Based Enrichment and Reranking Method for Retrieval-Augmented Generation","created":"2026-03-26","cited_by_count":0,"area":"rag"},{"id":"2604.03666","title":"MMP-Refer: Multimodal Path Retrieval-augmented LLMs For Explainable Recommendation","created":"2026-04-04","cited_by_count":0,"area":"rag"},{"id":"2607.00052","title":"AGE: Adaptive-masking for Graph Embedding in Graph Retrieval-Augmented Generation","created":"2026-06-30","cited_by_count":0,"area":"rag"},{"id":"2607.11159","title":"NGM-RAG: Neural Graph Matching based Retrieval-Augmented Generation","created":"2026-07-13","cited_by_count":0,"area":"rag"},{"id":"2608.09016","title":"PreGress: Ranking-Native Pre-training and Prompting for Graph Node Ranking","created":"2026-08-10","cited_by_count":0,"area":"rag"},{"id":"2609.18317","title":"Knowledge-Graph Based Augmentation versus Retrieval Augmented Generation for Cultural-Related Question Answering","created":"2026-09-16","cited_by_count":0,"area":"rag"}],"next_cursor":null}