{"total":73,"rows":[{"id":"2408.08921","title":"Graph Retrieval-Augmented Generation: A Survey","created":"2024-08-15","cited_by_count":324,"area":"rag"},{"id":"2405.14831","title":"HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models","created":"2024-05-23","cited_by_count":281,"area":"rag"},{"id":"2501.13958","title":"A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models","created":"2025-01-21","cited_by_count":88,"area":"rag"},{"id":"2503.21322","title":"HyperGraphRAG: Retrieval-Augmented Generation via Hypergraph-Structured Knowledge Representation","created":"2025-03-27","cited_by_count":68,"area":"rag"},{"id":"2409.14924","title":"Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely","created":"2024-09-23","cited_by_count":66,"area":"rag"},{"id":"2405.12035","title":"KG-RAG: Bridging the Gap Between Knowledge and Creativity","created":"2024-05-20","cited_by_count":56,"area":"rag"},{"id":"2502.12586","title":"G-Refer: Graph Retrieval-Augmented Large Language Model for Explainable Recommendation","created":"2025-02-18","cited_by_count":27,"area":"rag"},{"id":"2312.15883","title":"HyKGE: A Hypothesis Knowledge Graph Enhanced Framework for Accurate and Reliable Medical LLMs Responses","created":"2023-12-26","cited_by_count":25,"area":"rag"},{"id":"2402.12352","title":"Graph-Based Retriever Captures the Long Tail of Biomedical Knowledge","created":"2024-02-19","cited_by_count":20,"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":"2410.02721","title":"Domain-Specific Retrieval-Augmented Generation Using Vector Stores, Knowledge Graphs, and Tensor Factorization","created":"2024-10-03","cited_by_count":15,"area":"rag"},{"id":"2504.08893","title":"Knowledge Graph-extended Retrieval Augmented Generation for Question Answering","created":"2025-04-11","cited_by_count":14,"area":"rag"},{"id":"2502.16641","title":"Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines","created":"2025-02-23","cited_by_count":13,"area":"rag"},{"id":"2410.17600","title":"Graphusion: A RAG Framework for Knowledge Graph Construction with a Global Perspective","created":"2024-10-23","cited_by_count":12,"area":"rag"},{"id":"2404.13397","title":"Retrieval-Augmented Generation-based Relation Extraction","created":"2024-04-20","cited_by_count":9,"area":"rag"},{"id":"2412.07618","title":"Adapting to Non-Stationary Environments: Multi-Armed Bandit Enhanced Retrieval-Augmented Generation on Knowledge Graphs","created":"2024-12-10","cited_by_count":9,"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":"2510.16582","title":"Can Knowledge-Graph-based Retrieval Augmented Generation Really Retrieve What You Need?","created":"2025-10-18","cited_by_count":8,"area":"rag"},{"id":"2409.14556","title":"RACOON: An LLM-based Framework for Retrieval-Augmented Column Type Annotation with a Knowledge Graph","created":"2024-09-22","cited_by_count":7,"area":"rag"},{"id":"2406.14745","title":"Relation Extraction with Fine-Tuned Large Language Models in Retrieval Augmented Generation Frameworks","created":"2024-06-20","cited_by_count":6,"area":"rag"},{"id":"2412.15272","title":"SimGRAG: Leveraging Similar Subgraphs for Knowledge Graphs Driven Retrieval-Augmented Generation","created":"2024-12-17","cited_by_count":6,"area":"rag"},{"id":"2505.02164","title":"Incorporating Legal Structure in Retrieval-Augmented Generation: A Case Study on Copyright Fair Use","created":"2025-05-04","cited_by_count":6,"area":"rag"},{"id":"2601.07192","title":"Relink: Constructing Query-Driven Evidence Graph On-the-Fly for GraphRAG","created":"2026-01-12","cited_by_count":6,"area":"rag"},{"id":"2406.18114","title":"Knowledge graph enhanced retrieval-augmented generation for failure mode and effects analysis","created":"2024-06-26","cited_by_count":5,"area":"rag"},{"id":"2508.01290","title":"Prompting Large Language Models with Partial Knowledge for Answering Questions with Unseen Entities","created":"2025-08-02","cited_by_count":4,"area":"rag"},{"id":"2509.03626","title":"Explainable Knowledge Graph Retrieval-Augmented Generation (KG-RAG) with KG-SMILE","created":"2025-09-03","cited_by_count":4,"area":"rag"},{"id":"2504.04419","title":"Driving-RAG: Driving Scenarios Embedding, Search, and RAG Applications","created":"2025-04-06","cited_by_count":3,"area":"rag"},{"id":"2505.09945","title":"Personalizing Large Language Models using Retrieval Augmented Generation and Knowledge Graph","created":"2025-05-15","cited_by_count":3,"area":"rag"},{"id":"2508.03553","title":"MultiRAG: A Knowledge-guided Framework for Mitigating Hallucination in Multi-source Retrieval Augmented Generation","created":"2025-08-05","cited_by_count":3,"area":"rag"},{"id":"2603.23512","title":"S-Path-RAG: Semantic-Aware Shortest-Path Retrieval Augmented Generation for Multi-Hop Knowledge Graph Question Answering","created":"2026-03-05","cited_by_count":3,"area":"rag"},{"id":"2604.12610","title":"Transforming External Knowledge into Triplets for Enhanced Retrieval in RAG of LLMs","created":"2026-04-14","cited_by_count":3,"area":"rag"},{"id":"2608.17536","title":"CoAL-RAG: A Complexity-Aware Legal Retrieval-Augmented Generation Method","created":"2026-08-18","cited_by_count":3,"area":"rag"},{"id":"2405.17602","title":"Augmenting Textual Generation via Topology Aware Retrieval","created":"2024-05-27","cited_by_count":2,"area":"rag"},{"id":"2503.02922","title":"Optimizing open-domain question answering with graph-based retrieval augmented generation","created":"2025-03-04","cited_by_count":2,"area":"rag"},{"id":"2505.07618","title":"KAQG: A Knowledge-Graph-Enhanced RAG for Difficulty-Controlled Question Generation","created":"2025-05-12","cited_by_count":2,"area":"rag"},{"id":"2505.12662","title":"Know3-RAG: A Knowledge-aware RAG Framework with Adaptive Retrieval, Generation, and Filtering","created":"2025-05-19","cited_by_count":2,"area":"rag"},{"id":"2505.13994","title":"Divide by Question, Conquer by Agent: SPLIT-RAG with Question-Driven Graph Partitioning","created":"2025-05-20","cited_by_count":2,"area":"rag"},{"id":"2509.01238","title":"Towards Open-World Retrieval-Augmented Generation on Knowledge Graph: A Multi-Agent Collaboration Framework","created":"2025-09-01","cited_by_count":2,"area":"rag"},{"id":"2512.14792","title":"IaC Generation with LLMs: An Error Taxonomy and A Study on Configuration Knowledge Injection","created":"2025-12-16","cited_by_count":2,"area":"rag"},{"id":"2601.16027","title":"Deja Vu in Plots: Leveraging Cross-Session Evidence with Retrieval-Augmented LLMs for Live Streaming Risk Assessment","created":"2026-01-22","cited_by_count":2,"area":"rag"},{"id":"2603.25152","title":"OMD-GraphRAG: Enhancing GraphRAG with Ontology-Guided Extraction, Multi-Dimensional Clustering and Dual-Channel Fusion","created":"2026-03-26","cited_by_count":2,"area":"rag"},{"id":"2604.12185","title":"Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models","created":"2026-04-14","cited_by_count":2,"area":"rag"},{"id":"2604.17458","title":"EHRAG: Bridging Semantic Gaps in Lightweight GraphRAG via Hybrid Hypergraph Construction and Retrieval","created":"2026-04-19","cited_by_count":2,"area":"rag"},{"id":"2407.21276","title":"Knowledge Pyramid Construction for Multi-Level Retrieval-Augmented Generation","created":"2024-07-31","cited_by_count":1,"area":"rag"},{"id":"2412.18644","title":"DynaGRAG | Exploring the Topology of Information for Advancing Language Understanding and Generation in Graph Retrieval-Augmented Generation","created":"2024-12-24","cited_by_count":1,"area":"rag"},{"id":"2503.07584","title":"Talking to GDELT Through Knowledge Graphs","created":"2025-03-10","cited_by_count":1,"area":"rag"},{"id":"2505.02271","title":"Real-time Spatial Retrieval Augmented Generation for Urban Environments","created":"2025-05-04","cited_by_count":1,"area":"rag"},{"id":"2508.20417","title":"KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval","created":"2025-08-28","cited_by_count":1,"area":"rag"},{"id":"2512.15922","title":"Leveraging Spreading Activation for Improved Document Retrieval in Knowledge-Graph-Based RAG Systems","created":"2025-12-17","cited_by_count":1,"area":"rag"},{"id":"2603.01783","title":"GAM-RAG: Gain-Adaptive Memory for Evolving Retrieval in Retrieval-Augmented Generation","created":"2026-03-02","cited_by_count":1,"area":"rag"},{"id":"2605.25716","title":"An Efficient and Privacy-Preserving Architecture for Cross-Institutional Collaborative RAG","created":"2026-05-25","cited_by_count":1,"area":"rag"},{"id":"2605.28645","title":"GraphSteal: Structural Knowledge Stealing from Graph RAG via Traversal Reconstruction","created":"2026-05-27","cited_by_count":1,"area":"rag"},{"id":"2608.28978","title":"Selective Forgetting: A Graph-Based Memory Framework for Long-Term LLM Agents","created":"2026-08-29","cited_by_count":1,"area":"rag"},{"id":"2405.07963","title":"PyZoBot: A Platform for Conversational Information Extraction and Synthesis from Curated Zotero Reference Libraries through Advanced Retrieval-Augmented Generation","created":"2024-05-13","cited_by_count":0,"area":"rag"},{"id":"2502.20854","title":"A Pilot Empirical Study on When and How to Use Knowledge Graphs as Retrieval Augmented Generation","created":"2025-02-28","cited_by_count":0,"area":"rag"},{"id":"2503.05203","title":"Path Pooling: Training-Free Structure Enhancement for Efficient Knowledge Graph Retrieval-Augmented Generation","created":"2025-03-07","cited_by_count":0,"area":"rag"},{"id":"2509.00449","title":"GOSU: Retrieval-Augmented Generation with Global-Level Optimized Semantic Unit-Centric Framework","created":"2025-08-30","cited_by_count":0,"area":"rag"},{"id":"2510.16609","title":"Prior Knowledge Makes It Possible: From Sublinear Graph Algorithms to LLM Test-Time Methods","created":"2025-10-18","cited_by_count":0,"area":"rag"},{"id":"2601.04764","title":"Orion-RAG: Path-Aligned Hybrid Retrieval for Graphless Data","created":"2026-01-08","cited_by_count":0,"area":"rag"},{"id":"2601.04945","title":"T-Retriever: Tree-based Hierarchical Retrieval Augmented Generation for Textual Graphs","created":"2026-01-08","cited_by_count":0,"area":"rag"},{"id":"2602.16964","title":"SAGE: Structure Aware Graph Expansion for Retrieval of Heterogeneous Data","created":"2026-02-18","cited_by_count":0,"area":"rag"},{"id":"2603.10700","title":"Structured Linked Data as a Memory Layer for Agent-Orchestrated Retrieval","created":"2026-03-11","cited_by_count":0,"area":"rag"},{"id":"2603.11223","title":"MDER-DR: Multi-Hop Question Answering with Entity-Centric Summaries","created":"2026-03-11","cited_by_count":0,"area":"rag"},{"id":"2604.14220","title":"Knowledge Graph RAG: Agentic Crawling and Graph Construction in Enterprise Documents","created":"2026-04-14","cited_by_count":0,"area":"rag"},{"id":"2605.20815","title":"GraphRAG on Consumer Hardware: Benchmarking Local LLMs for Healthcare EHR Schema Retrieval","created":"2026-05-20","cited_by_count":0,"area":"rag"},{"id":"2606.08921","title":"Generalized Rank-based Evaluation for Knowledge Graph Completion: Perspectives, Framework, and Analyses","created":"2026-06-08","cited_by_count":0,"area":"rag"},{"id":"2606.09724","title":"Beyond Probabilistic Similarity: Structural, Temporal, and Causal Limitations of Retrieval-Augmented Generation in the Legal Domain","created":"2026-06-08","cited_by_count":0,"area":"rag"},{"id":"2606.22992","title":"Predicate Importance Estimation and Decoupled Rationale-Score Distillation for Entity Alignment","created":"2026-06-22","cited_by_count":0,"area":"rag"},{"id":"2607.09092","title":"AgentKGV: Agentic LLM-RAG Framework with Two-Stage Training for the Fact Verification of Knowledge Graphs","created":"2026-07-10","cited_by_count":0,"area":"rag"},{"id":"2607.22571","title":"SCAIR: Schema-Conditioned Agentic Iterative Reasoning for Enterprise Knowledge Graphs","created":"2026-06-02","cited_by_count":0,"area":"rag"},{"id":"2607.22592","title":"Structure Over Scale: Schema-Constrained Causal Graphs for RAG","created":"2026-06-10","cited_by_count":0,"area":"rag"},{"id":"2608.09779","title":"KGCaRe: Explainable Complex Conditional Question Answering using Automatic Knowledge Graph Construction and Context Retrieval with LLMs","created":"2026-08-10","cited_by_count":0,"area":"rag"},{"id":"2609.13324","title":"Decoupling Error Attribution in Cloud-Native Graph-RAG: A Data Integrity Diagnostic Framework","created":"2026-09-10","cited_by_count":0,"area":"rag"}],"next_cursor":null}