RAG Papers
Updated on 2026.04.03
| Publish Date | Title | Authors | |
|---|---|---|---|
| 2026-03-31 | UniAI-GraphRAG: Synergizing Ontology-Guided Extraction, Multi-Dimensional Clustering, and Dual-Channel Fusion for Robust Multi-Hop Reasoning | Jie Wang et.al. | 2603.25152 |
| 2026-03-30 | ORACAL: A Robust and Explainable Multimodal Framework for Smart Contract Vulnerability Detection with Causal Graph Enrichment | Tran Duong Minh Dai et.al. | 2603.28128 |
| 2026-03-29 | GAAMA: Graph Augmented Associative Memory for Agents | Swarna Kamal Paul et.al. | 2603.27910 |
| 2026-03-26 | Evaluating adaptive and generative AI-based feedback and recommendations in a knowledge-graph-integrated programming learning system | Lalita Na Nongkhai et.al. | 2603.24940 |
| 2026-03-25 | CoCR-RAG: Enhancing Retrieval-Augmented Generation in Web Q&A via Concept-oriented Context Reconstruction | Kaize Shi et.al. | 2603.23989 |
| 2026-03-24 | PCR: A Prefetch-Enhanced Cache Reuse System for Low-Latency RAG Serving | Wenfeng Wang et.al. | 2603.23049 |
| 2026-03-23 | GraphRAG for Engineering Diagrams: ChatP&ID Enables LLM Interaction with P&IDs | Achmad Anggawirya Alimin et.al. | 2603.22528 |
| 2026-03-21 | His2Trans: A Skeleton-First Framework for Self-Evolving C-to-Rust Translation with Historical Retrieval | Shengbo Wang et.al. | 2603.02617 |
| 2026-03-21 | Modeling Epistemic Uncertainty in Social Perception via Rashomon Set Agents | Jinming Yang et.al. | 2603.20750 |
| 2026-03-20 | Understanding and Optimizing Multi-Stage AI Inference Pipelines | Abhimanyu Rajeshkumar Bambhaniya et.al. | 2504.09775 |
| 2026-03-20 | LLM-Enhanced Semantic Data Integration of Electronic Component Qualifications in the Aerospace Domain | Antonio De Santis et.al. | 2603.20094 |
| 2026-03-19 | DaPT: A Dual-Path Framework for Multilingual Multi-hop Question Answering | Yilin Wang et.al. | 2603.19097_(ICASSP) |
| 2026-03-19 | GIP-RAG: An Evidence-Grounded Retrieval-Augmented Framework for Interpretable Gene Interaction and Pathway Impact Analysis | Fujian Jia et.al. | 2603.20321 |
| 2026-03-19 | BubbleRAG: Evidence-Driven Retrieval-Augmented Generation for Black-Box Knowledge Graphs | Duyi Pan et.al. | 2603.20309 |
| 2026-03-18 | The Reasoning Bottleneck in Graph-RAG: Structured Prompting and Context Compression for Multi-Hop QA | Yasaman Zarrinkia et.al. | 2603.14045 |
| 2026-03-17 | ExpressMind: A Multimodal Pretrained Large Language Model for Expressway Operation | Zihe Wang et.al. | 2603.16495 |
| 2026-03-17 | IndexRAG: Bridging Facts for Cross-Document Reasoning at Index Time | Zhenghua Bao et.al. | 2603.16415 |
| 2026-03-16 | PAT: Accelerating LLM Decoding via Prefix-Aware Attention with Resource Efficient Multi-Tile Kernel | Jinjun Yi et.al. | 2511.22333_(ASPLOS) |
| 2026-03-16 | OrgForge: A Multi-Agent Simulation Framework for Verifiable Synthetic Corporate Corpora | Jeffrey Flynt et.al. | 2603.14997 |
| 2026-03-16 | RadAnnotate: Large Language Models for Efficient and Reliable Radiology Report Annotation | Saisha Pradeep Shetty et.al. | 2603.16002_(ICS) |
| 2026-03-15 | KEPo: Knowledge Evolution Poison on Graph-based Retrieval-Augmented Generation | Qizhi Chen et.al. | 2603.11501_(WWW) |
| 2026-03-14 | Beyond Explicit Edges: Robust Reasoning over Noisy and Sparse Knowledge Graphs | Hang Gao et.al. | 2603.14006 |
| 2026-03-12 | ARK: Answer-Centric Retriever Tuning via KG-augmented Curriculum Learning | Jiawei Zhou et.al. | 2511.16326 |
| 2026-03-12 | DocSage: An Information Structuring Agent for Multi-Doc Multi-Entity Question Answering | Teng Lin et.al. | 2603.11798 |
| 2026-03-12 | Shattering the Shortcut: A Topology-Regularized Benchmark for Multi-hop Medical Reasoning in LLMs | Xing Zi et.al. | 2603.12458 |
| 2026-03-11 | Beyond Max Tokens: Stealthy Resource Amplification via Tool Calling Chains in LLM Agents | Kaiyu Zhou et.al. | 2601.10955 |
| 2026-03-11 | MDER-DR: Multi-Hop Question Answering with Entity-Centric Summaries | Riccardo Campi et.al. | 2603.11223_(SC) |
| 2026-03-10 | Samyama: A Unified Graph-Vector Database with In-Database Optimization, Agentic Enrichment, and Hardware Acceleration | Madhulatha Mandarapu et.al. | 2603.08036 |
| 2026-03-10 | MMGraphRAG: Bridging Vision and Language with Interpretable Multimodal Knowledge Graphs | Xueyao Wan et.al. | 2507.20804 |
| 2026-03-10 | TaSR-RAG: Taxonomy-guided Structured Reasoning for Retrieval-Augmented Generation | Jiashuo Sun et.al. | 2603.09341 |
| 2026-03-09 | Understand Then Memory: A Cognitive Gist-Driven RAG Framework with Global Semantic Diffusion | Pengcheng Zhou et.al. | 2602.15895 |
| 2026-03-09 | Towards Robust Retrieval-Augmented Generation Based on Knowledge Graph: A Comparative Analysis | Hazem Amamou et.al. | 2603.05698_(ICS) |
| 2026-03-06 | MSA: Memory Sparse Attention for Efficient End-to-End Memory Model Scaling to 100M Tokens | Yu Chen et.al. | 2603.23516 |
| 2026-03-05 | InfoFlow KV: Information-Flow-Aware KV Recomputation for Long Context | Xin Teng et.al. | 2603.05353 |
| 2026-03-05 | Core-based Hierarchies for Efficient GraphRAG | Jakir Hossain et.al. | 2603.05207 |
| 2026-03-05 | MedCoRAG: Interpretable Hepatology Diagnosis via Hybrid Evidence Retrieval and Multispecialty Consensus | Zheng Li et.al. | 2603.05129 |
| 2026-03-05 | S-Path-RAG: Semantic-Aware Shortest-Path Retrieval Augmented Generation for Multi-Hop Knowledge Graph Question Answering | Rong Fu et.al. | 2603.23512 |
| 2026-03-03 | CraniMem: Cranial Inspired Gated and Bounded Memory for Agentic Systems | Pearl Mody et.al. | 2603.15642 |
| 2026-02-28 | MED-COPILOT: A Medical Assistant Powered by GraphRAG and Similar Patient Case Retrieval | Shuheng Chen et.al. | 2603.00460 |
| 2026-02-28 | From Flat to Structural: Enhancing Automated Short Answer Grading with GraphRAG | Yucheng Chu et.al. | 2603.19276 |
| 2026-02-27 | Multi-Sourced, Multi-Agent Evidence Retrieval for Fact-Checking | Shuzhi Gong et.al. | 2603.00267 |
| 2026-02-27 | A unified foundational framework for knowledge injection and evaluation of Large Language Models in Combustion Science | Zonglin Yang et.al. | 2603.04452 |
| 2026-02-27 | Towards Neural Graph Data Management | Yufei Li et.al. | 2603.05529 |
| 2026-02-26 | TCM-DiffRAG: Personalized Syndrome Differentiation Reasoning Method for Traditional Chinese Medicine based on Knowledge Graph and Chain of Thought | Jianmin Li et.al. | 2602.22828 |
| 2026-02-24 | HELP: HyperNode Expansion and Logical Path-Guided Evidence Localization for Accurate and Efficient GraphRAG | Yuqi Huang et.al. | 2602.20926 |
| 2026-02-24 | Unseen-Codebases-Domain Data Synthesis and Training Based on Code Graphs | Guangsheng Ou et.al. | 2602.20799 |
| 2026-02-23 | KNIGHT: Knowledge Graph-Driven Multiple-Choice Question Generation with Adaptive Hardness Calibration | Mohammad Amanlou et.al. | 2602.20135 |
| 2026-02-23 | NovaLAD: A Fast, CPU-Optimized Document Extraction Pipeline for Generative AI and Data Intelligence | Aman Ulla et.al. | 2603.00122 |
| 2026-02-22 | Topology of Reasoning: Retrieved Cell Complex-Augmented Generation for Textual Graph Question Answering | Sen Zhao et.al. | 2602.19240 |
| 2026-02-21 | Adaptive Collaboration of Arena-Based Argumentative LLMs for Explainable and Contestable Legal Reasoning | Hoang-Loc Cao et.al. | 2602.18916 |
| 2026-02-20 | Agentic AI, Retrieval-Augmented Generation, and the Institutional Turn: Legal Architectures and Financial Governance in the Age of Distributional AGI | Marcel Osmond et.al. | 2603.13244_(DIS) |
| 2026-02-19 | Enhancing Large Language Models (LLMs) for Telecom using Dynamic Knowledge Graphs and Explainable Retrieval-Augmented Generation | Dun Yuan et.al. | 2602.17529 |
| 2026-02-18 | Retrieval Augmented Generation of Literature-derived Polymer Knowledge: The Example of a Biodegradable Polymer Expert System | Sonakshi Gupta et.al. | 2602.16650 |
| 2026-02-17 | Aeon: High-Performance Neuro-Symbolic Memory Management for Long-Horizon LLM Agents | Mustafa Arslan et.al. | 2601.15311 |
| 2026-02-17 | Mnemis: Dual-Route Retrieval on Hierarchical Graphs for Long-Term LLM Memory | Zihao Tang et.al. | 2602.15313 |
| 2026-02-16 | Beyond Fact Retrieval: Episodic Memory for RAG with Generative Semantic Workspaces | Shreyas Rajesh et.al. | 2511.07587_(AAAI) |
| 2026-02-16 | HyperRAG: Reasoning N-ary Facts over Hypergraphs for Retrieval Augmented Generation | Wen-Sheng Lien et.al. | 2602.14470_(WWW) |
| 2026-02-13 | Beyond Static Question Banks: Dynamic Knowledge Expansion via LLM-Automated Graph Construction and Adaptive Generation | Yingquan Wang et.al. | 2602.00020 |
| 2026-02-13 | INHerit-SG: Incremental Hierarchical Semantic Scene Graphs with RAG-Style Retrieval | YukTungSamuel Fang et.al. | 2602.12971 |
| 2026-02-11 | Benchmarking Large Language Models for Knowledge Graph Validation | Farzad Shami et.al. | 2602.10748_(EDBT) |
| 2026-02-11 | MultiCube-RAG for Multi-hop Question Answering | Jimeng Shi et.al. | 2602.15898 |
| 2026-02-10 | Structured Episodic Event Memory | Zhengxuan Lu et.al. | 2601.06411 |
| 2026-02-10 | Closing Reasoning Gaps in Clinical Agents with Differential Reasoning Learning | Jinsong Liu et.al. | 2602.09945 |
| 2026-02-09 | DA-RAG: Dynamic Attributed Community Search for Retrieval-Augmented Generation | Xingyuan Zeng et.al. | 2602.08545 |
| 2026-02-09 | SCOUT-RAG: Scalable and Cost-Efficient Unifying Traversal for Agentic Graph-RAG over Distributed Domains | Longkun Li et.al. | 2602.08400 |
| 2026-02-08 | GrepRAG: An Empirical Study and Optimization of Grep-Like Retrieval for Code Completion | Baoyi Wang et.al. | 2601.23254 |
| 2026-02-07 | IGMiRAG: Intuition-Guided Retrieval-Augmented Generation with Adaptive Mining of In-Depth Memory | Xingliang Hou et.al. | 2602.07525 |
| 2026-02-06 | A Human-in-the-Loop, LLM-Centered Architecture for Knowledge-Graph Question Answering | Larissa Pusch et.al. | 2602.05512 |
| 2026-02-06 | Subgraph Reconstruction Attacks on Graph RAG Deployments with Practical Defenses | Minkyoo Song et.al. | 2602.06495 |
| 2026-02-06 | Leveraging Spreading Activation for Improved Document Retrieval in Knowledge-Graph-Based RAG Systems | Jovan Pavlović et.al. | 2512.15922 |
| 2026-02-06 | UnWeaving the knots of GraphRAG – turns out VectorRAG is almost enough | Ryszard Tuora et.al. | 2603.29875 |
| 2026-02-04 | LinGO: A Linguistic Graph Optimization Framework with LLMs for Interpreting Intents of Online Uncivil Discourse | Yuan Zhang et.al. | 2602.04693 |
| 2026-02-04 | Pruning Minimal Reasoning Graphs for Efficient Retrieval-Augmented Generation | Ning Wang et.al. | 2602.04926 |
| 2026-02-04 | Atomic Information Flow: A Network Flow Model for Tool Attributions in RAG Systems | James Gao et.al. | 2602.04912 |
| 2026-02-03 | When to Trust: A Causality-Aware Calibration Framework for Accurate Knowledge Graph Retrieval-Augmented Generation | Jing Ren et.al. | 2601.09241_(WWW) |
| 2026-02-03 | Use Graph When It Needs: Efficiently and Adaptively Integrating Retrieval-Augmented Generation with Graphs | Su Dong et.al. | 2602.03578 |
| 2026-02-02 | SOPRAG: Multi-view Graph Experts Retrieval for Industrial Standard Operating Procedures | Liangtao Lin et.al. | 2602.01858 |
| 2026-02-01 | MedBeads: An Agent-Native, Immutable Data Substrate for Trustworthy Medical AI | Takahito Nakajima et.al. | 2602.01086 |
| 2026-01-30 | Retrieval Augmented (Knowledge Graph), and Large Language Model-Driven Design Structure Matrix (DSM) Generation of Cyber-Physical Systems | H. Sinan Bank et.al. | 2602.16715 |
| 2026-01-28 | RPO-RAG: Aligning Small LLMs with Relation-aware Preference Optimization for Knowledge Graph Question Answering | Kaehyun Um et.al. | 2601.19225_(WWW) |
| 2026-01-28 | Context-Augmented Code Generation Using Programming Knowledge Graphs | Shahd Seddik et.al. | 2601.20810 |
| 2026-01-28 | UltRAG: a Universal Simple Scalable Recipe for Knowledge Graph RAG | Dobrik Georgiev et.al. | 2603.28773 |
| 2026-01-27 | Efficient and Transferable Agentic Knowledge Graph RAG via Reinforcement Learning | Jinyeop Song et.al. | 2509.26383 |
| 2026-01-27 | SRAG: RAG with Structured Data Improves Vector Retrieval | Shalin Shah et.al. | 2603.26670 |
| 2026-01-26 | FastInsight: Fast and Insightful Retrieval via Fusion Operators for Graph RAG | Seonho An et.al. | 2601.18579 |
| 2026-01-26 | Reranker Optimization via Geodesic Distances on k-NN Manifolds | Wen G. Gong et.al. | 2602.15860 |
| 2026-01-25 | Augmenting Question Answering with A Hybrid RAG Approach | Tianyi Yang et.al. | 2601.12658 |
| 2026-01-23 | Towards Open-World Retrieval-Augmented Generation on Knowledge Graph: A Multi-Agent Collaboration Framework | Jiasheng Xu et.al. | 2509.01238 |
| 2026-01-23 | Graph-Anchored Knowledge Indexing for Retrieval-Augmented Generation | Zhenghao Liu et.al. | 2601.16462 |
| 2026-01-21 | What Makes AI Research Replicable? Executable Knowledge Graphs as Scientific Knowledge Representations | Yujie Luo et.al. | 2510.17795 |
| 2026-01-21 | AlertGuardian: Intelligent Alert Life-Cycle Management for Large-scale Cloud Systems | Guangba Yu et.al. | 2601.14912 |
| 2026-01-21 | Domain-Specific Knowledge Graphs in RAG-Enhanced Healthcare LLMs | Sydney Anuyah et.al. | 2601.15429 |
| 2026-01-20 | LLMOrbit: A Circular Taxonomy of Large Language Models -From Scaling Walls to Agentic AI Systems | Badri N. Patro et.al. | 2601.14053 |
| 2026-01-19 | From Prefix Cache to Fusion RAG Cache: Accelerating LLM Inference in Retrieval-Augmented Generation | Jiahao Wang et.al. | 2601.12904 |
| 2026-01-19 | STEP-LLM: Generating CAD STEP Models from Natural Language with Large Language Models | Xiangyu Shi et.al. | 2601.12641_(DATE) |
| 2026-01-16 | SD-RAG: A Prompt-Injection-Resilient Framework for Selective Disclosure in Retrieval-Augmented Generation | Aiman Al Masoud et.al. | 2601.11199 |
| 2026-01-15 | Disco-RAG: Discourse-Aware Retrieval-Augmented Generation | Dongqi Liu et.al. | 2601.04377 |
| 2026-01-15 | Scalable and Reliable Evaluation of AI Knowledge Retrieval Systems: RIKER and the Coherent Simulated Universe | JV Roig et.al. | 2601.08847 |
| 2026-01-15 | LADFA: A Framework of Using Large Language Models and Retrieval-Augmented Generation for Personal Data Flow Analysis in Privacy Policies | Haiyue Yuan et.al. | 2601.10413 |
| 2026-01-15 | Structure and Diversity Aware Context Bubble Construction for Enterprise Retrieval Augmented Systems | Amir Khurshid et.al. | 2601.10681 |
| 2026-01-14 | CoSense-LLM: Semantics at the Edge with Cost- and Uncertainty-Aware Cloud-Edge Cooperation | Hasan Akgul et.al. | 2510.19670 |
| 2026-01-13 | Reliable Graph-RAG for Codebases: AST-Derived Graphs vs LLM-Extracted Knowledge Graphs | Manideep Reddy Chinthareddy et.al. | 2601.08773 |
| 2026-01-11 | Graph-KV: Breaking Sequence via Injecting Structural Biases into Large Language Models | Haoyu Wang et.al. | 2506.07334 |
| 2026-01-11 | CyberLLM-FINDS 2025: Instruction-Tuned Fine-tuning of Domain-Specific LLMs with Retrieval-Augmented Generation and Graph Integration for MITRE Evaluation | Vasanth Iyer et.al. | 2601.06779 |
| 2026-01-10 | MedRAGChecker: Claim-Level Verification for Biomedical Retrieval-Augmented Generation | Yuelyu Ji et.al. | 2601.06519 |
| 2026-01-10 | N2N-GQA: Noise-to-Narrative for Graph-Based Table-Text Question Answering Using LLMs | Mohamed Sharafath et.al. | 2601.06603_(AAAI) |
| 2026-01-09 | Guiding Generative Storytelling with Knowledge Graphs | Zhijun Pan et.al. | 2505.24803 |
| 2026-01-09 | Scaling Beyond Context: A Survey of Multimodal Retrieval-Augmented Generation for Document Understanding | Sensen Gao et.al. | 2510.15253 |
| 2026-01-08 | A Navigational Approach for Comprehensive RAG via Traversal over Proposition Graphs | Maxime Delmas et.al. | 2601.04859 |
| 2026-01-06 | CogCanvas: Verbatim-Grounded Artifact Extraction for Long LLM Conversations | Tao An et.al. | 2601.00821_(ACL) |
| 2026-01-06 | Detecting Hallucinations in Retrieval-Augmented Generation via Semantic-level Internal Reasoning Graph | Jianpeng Hu et.al. | 2601.03052 |
| 2026-01-05 | Clinical Knowledge Graph Construction and Evaluation with Multi-LLMs via Retrieval-Augmented Generation | Udiptaman Das et.al. | 2601.01844 |
| 2026-01-05 | CausalNav: A Long-term Embodied Navigation System for Autonomous Mobile Robots in Dynamic Outdoor Scenarios | Hongbo Duan et.al. | 2601.01872_(ICS) |
| 2026-01-01 | In Line with Context: Repository-Level Code Generation via Context Inlining | Chao Hu et.al. | 2601.00376_(FSE) |
| 2026-01-01 | From Evidence-Based Medicine to Knowledge Graph: Retrieval-Augmented Generation for Sports Rehabilitation and a Domain Benchmark | Jinning Zhang et.al. | 2601.00216 |
| 2025-12-29 | DySK-Attn: A Framework for Efficient, Real-Time Knowledge Updating in Large Language Models via Dynamic Sparse Knowledge Attention | Kabir Khan et.al. | 2508.07185 |
| 2025-12-29 | Think Parallax: Solving Multi-Hop Problems via Multi-View Knowledge-Graph-Based Retrieval-Augmented Generation | Jinliang Liu et.al. | 2510.15552 |
| 2025-12-29 | Multi-Agent Framework for Threat Mitigation and Resilience in AI-Based Systems | Armstrong Foundjem et.al. | 2512.23132 |
| 2025-12-23 | Domain-Partitioned Hybrid RAG for Legal Reasoning: Toward Modular and Explainable Legal AI for India | Rakshita Goel et.al. | 2602.23371 |
| 2025-12-22 | Ontology-Based Knowledge Graph Framework for Industrial Standard Documents via Hierarchical and Propositional Structuring | Jiin Park et.al. | 2512.08398_(DATE) |
| 2025-12-22 | Event Extraction in Large Language Model | Bobo Li et.al. | 2512.19537 |
| 2025-12-20 | MatKV: Trading Compute for Flash Storage in LLM Inference | Kun-Woo Shin et.al. | 2512.22195_(ICDE) |
| 2025-12-19 | RecipeMasterLLM: Revisiting RoboEarth in the Era of Large Language Models | Asil Kaan Bozcuoglu et.al. | 2512.17309 |
| 2025-12-18 | MEPIC: Memory Efficient Position Independent Caching for LLM Serving | Qian Wang et.al. | 2512.16822 |
| 2025-12-18 | Introducing ORKG ASK: an AI-driven Scholarly Literature Search and Exploration System Taking a Neuro-Symbolic Approach | Allard Oelen et.al. | 2512.16425 |
| 2025-12-18 | The Evolution of Reranking Models in Information Retrieval: From Heuristic Methods to Large Language Models | Tejul Pandit et.al. | 2512.16236 |
| 2025-12-17 | Bilateral Spatial Reasoning about Street Networks: Graph-based RAG with Qualitative Spatial Representations | Reinhard Moratz et.al. | 2512.15388 |
| 2025-12-16 | A Knowledge Graph-based Retrieval-Augmented Generation Framework for Algorithm Selection in the Facility Layout Problem | Nikhil N S et.al. | 2509.18054 |
| 2025-12-16 | Exploring Network-Knowledge Graph Duality: A Case Study in Agentic Supply Chain Risk Analysis | Evan Heus et.al. | 2510.01115 |
| 2025-12-16 | Cog-RAG: Cognitive-Inspired Dual-Hypergraph with Theme Alignment Retrieval-Augmented Generation | Hao Hu et.al. | 2511.13201_(AAAI) |
| 2025-12-16 | IaC Generation with LLMs: An Error Taxonomy and A Study on Configuration Knowledge Injection | Roman Nekrasov et.al. | 2512.14792 |
| 2025-12-14 | Comparative Analysis of Neural Retriever-Reranker Pipelines for Retrieval-Augmented Generation over Knowledge Graphs in E-commerce Applications | Teri Rumble et.al. | 2602.22219_(SC) |
| 2025-12-10 | RouteRAG: Efficient Retrieval-Augmented Generation from Text and Graph via Reinforcement Learning | Yucan Guo et.al. | 2512.09487 |
| 2025-12-10 | PerCache: Predictive Hierarchical Cache for RAG Applications on Mobile Devices | Kaiwei Liu et.al. | 2601.11553 |
| 2025-12-09 | Personalize Before Retrieve: LLM-based Personalized Query Expansion for User-Centric Retrieval | Yingyi Zhang et.al. | 2510.08935 |
| 2025-12-09 | Knowledge-Guided Large Language Model for Automatic Pediatric Dental Record Understanding and Safe Antibiotic Recommendation | Zihan Han et.al. | 2512.09127 |
| 2025-12-09 | RAGdb: A Zero-Dependency, Embeddable Architecture for Multimodal Retrieval-Augmented Generation on the Edge | Ahmed Bin Khalid et.al. | 2602.22217 |
| 2025-12-06 | SIDEKICK: A Semantically Integrated Resource for Drug Effects, Indications, and Contraindications | Mohammad Ashhad et.al. | 2602.19183 |
| 2025-12-05 | LA-RL: Language Action-guided Reinforcement Learning with Safety Guarantees for Autonomous Highway Driving | Yiming Shu et.al. | 2512.05686 |
| 2025-12-05 | Reinforcement Learning Integrated Agentic RAG for Software Test Cases Authoring | Mohanakrishnan Hariharan et.al. | 2512.06060 |
| 2025-12-05 | Graph Your Way to Inspiration: Integrating Co-Author Graphs with Retrieval-Augmented Generation for Large Language Model Based Scientific Idea Generation | Pengzhen Xie et.al. | 2602.22215 |
| 2025-12-03 | Privacy-protected Retrieval-Augmented Generation for Knowledge Graph Question Answering | Yunfeng Ning et.al. | 2508.08785_(AAAI) |
| 2025-12-03 | BookRAG: A Hierarchical Structure-aware Index-based Approach for Retrieval-Augmented Generation on Complex Documents | Shu Wang et.al. | 2512.03413 |
| 2025-12-02 | PersonaAgent with GraphRAG: Community-Aware Knowledge Graphs for Personalized LLM | Siqi Liang et.al. | 2511.17467 |
| 2025-12-02 | AskNearby: An LLM-Based Application for Neighborhood Information Retrieval and Personalized Cognitive-Map Recommendations | Luyao Niu et.al. | 2512.02502 |
| 2025-11-30 | Advancing Academic Chatbots: Evaluation of Non Traditional Outputs | Nicole Favero et.al. | 2512.00991 |
| 2025-11-29 | REBot: From RAG to CatRAG with Semantic Enrichment and Graph Routing | Thanh Ma et.al. | 2510.01800 |
| 2025-11-27 | Unlocking Electronic Health Records: A Hybrid Graph RAG Approach to Safe Clinical AI for Patient QA | Samuel Thio et.al. | 2602.00009 |
| 2025-11-26 | Chatty-KG: A Multi-Agent AI System for On-Demand Conversational Question Answering over Knowledge Graphs | Reham Omar et.al. | 2511.20940_(SIGMOD) |
| 2025-11-26 | Graph-O1 : Monte Carlo Tree Search with Reinforcement Learning for Text-Attributed Graph Reasoning | Lihui Liu et.al. | 2512.17912 |
| 2025-11-26 | MegaRAG: Multimodal Knowledge Graph-Based Retrieval Augmented Generation | Chi-Hsiang Hsiao et.al. | 2512.20626 |
| 2025-11-25 | HyperbolicRAG: Enhancing Retrieval-Augmented Generation with Hyperbolic Representations | Linxiao Cao et.al. | 2511.18808 |
| 2025-11-24 | Human Cognition Inspired RAG with Knowledge Graph for Complex Problem Solving | Yao Cheng et.al. | 2503.06567_(AAAI) |
| 2025-11-24 | Concept than Document: Context Compression via AMR-based Conceptual Entropy | Kaize Shi et.al. | 2511.18832 |
| 2025-11-19 | ReFactX: Scalable Reasoning with Reliable Facts via Constrained Generation | Riccardo Pozzi et.al. | 2508.16983_(ISWC) |
| 2025-11-18 | NeuroPath: Neurobiology-Inspired Path Tracking and Reflection for Semantically Coherent Retrieval | Junchen Li et.al. | 2511.14096_(NeurIPS) |
| 2025-11-17 | Beyond Chains: Bridging Large Language Models and Knowledge Bases in Complex Question Answering | Yihua Zhu et.al. | 2505.14099_(AAAI) |
| 2025-11-17 | Automated Construction of Medical Indicator Knowledge Graphs Using Retrieval Augmented Large Language Models | Zhengda Wang et.al. | 2511.13526 |
| 2025-11-16 | LLM-Powered Text-Attributed Graph Anomaly Detection via Retrieval-Augmented Reasoning | Haoyan Xu et.al. | 2511.17584 |
| 2025-11-15 | ReviewGraph: A Knowledge Graph Embedding Based Framework for Review Rating Prediction with Sentiment Features | A. J. W. de Vink et.al. | 2508.13953 |
| 2025-11-15 | MARC: Multimodal and Multi-Task Agentic Retrieval-Augmented Generation for Cold-Start Recommender System | Seung Hwan Cho et.al. | 2511.08181_(CIKM) |
| 2025-11-13 | TruthfulRAG: Resolving Factual-level Conflicts in Retrieval-Augmented Generation with Knowledge Graphs | Shuyi Liu et.al. | 2511.10375_(AAAI) |
| 2025-11-13 | fastbmRAG: A Fast Graph-Based RAG Framework for Efficient Processing of Large-Scale Biomedical Literature | Guofeng Meng et.al. | 2511.10014 |
| 2025-11-13 | $A^3$: Attention-Aware Accurate KV Cache Fusion for Fast Large Language Model Serving | Yuechi Zhou et.al. | 2511.17560 |
| 2025-11-12 | GraphRAFT: Retrieval Augmented Fine-Tuning for Knowledge Graphs on Graph Databases | Alfred Clemedtson et.al. | 2504.05478 |
| 2025-11-11 | Multi-Agent GraphRAG: A Text-to-Cypher Framework for Labeled Property Graphs | Anton Gusarov et.al. | 2511.08274 |
| 2025-11-10 | TERAG: Token-Efficient Graph-Based Retrieval-Augmented Generation | Qiao Xiao et.al. | 2509.18667 |
| 2025-11-09 | LinearRAG: Linear Graph Retrieval Augmented Generation on Large-scale Corpora | Luyao Zhuang et.al. | 2510.10114 |
| 2025-11-09 | BookAsSumQA: An Evaluation Framework for Aspect-Based Book Summarization via Question Answering | Ryuhei Miyazato et.al. | 2511.06183 |
| 2025-11-08 | Ontology Learning and Knowledge Graph Construction: A Comparison of Approaches and Their Impact on RAG Performance | Tiago da Cruz et.al. | 2511.05991 |
| 2025-11-07 | Large Language Models for Explainable Threat Intelligence | Tiago Dinis et.al. | 2511.05406 |
| 2025-11-07 | TeaRAG: A Token-Efficient Agentic Retrieval-Augmented Generation Framework | Chao Zhang et.al. | 2511.05385 |
| 2025-11-06 | TOBUGraph: Knowledge Graph-Based Retrieval for Enhanced LLM Performance Beyond RAG | Savini Kashmira et.al. | 2412.05447 |
| 2025-11-05 | Beyond Single Pass, Looping Through Time: KG-IRAG with Iterative Knowledge Retrieval | Ruiyi Yang et.al. | 2503.14234 |
| 2025-11-05 | Divide by Question, Conquer by Agent: SPLIT-RAG with Question-Driven Graph Partitioning | Ruiyi Yang et.al. | 2505.13994 |
| 2025-11-05 | LGM: Enhancing Large Language Models with Conceptual Meta-Relations and Iterative Retrieval | Wenchang Lei et.al. | 2511.03214 |
| 2025-11-03 | Diagnosing and Addressing Pitfalls in KG-RAG Datasets: Toward More Reliable Benchmarking | Liangliang Zhang et.al. | 2505.23495_(NeurIPS) |
| 2025-11-03 | A Graph-based RAG for Energy Efficiency Question Answering | Riccardo Campi et.al. | 2511.01643 |
| 2025-11-03 | PROPEX-RAG: Enhanced GraphRAG using Prompt-Driven Prompt Execution | Tejas Sarnaik et.al. | 2511.01802 |
| 2025-11-02 | AGRAG: Advanced Graph-based Retrieval-Augmented Generation for LLMs | Yubo Wang et.al. | 2511.05549 |
| 2025-10-30 | GraphCompliance: Aligning Policy and Context Graphs for LLM-Based Regulatory Compliance | Jiseong Chung et.al. | 2510.26309_(ICS) |
| 2025-10-29 | Knowledge Graph Analysis of Legal Understanding and Violations in LLMs | Abha Jha et.al. | 2511.08593 |
| 2025-10-28 | Graph-Guided Concept Selection for Efficient Retrieval-Augmented Generation | Ziyu Liu et.al. | 2510.24120 |
| 2025-10-26 | Batch Speculative Decoding Done Right | Ranran Haoran Zhang et.al. | 2510.22876 |
| 2025-10-25 | Query Expansion in the Age of Pre-trained and Large Language Models: A Comprehensive Survey | Minghan Li et.al. | 2509.07794 |
| 2025-10-23 | MultiHal: Multilingual Dataset for Knowledge-Graph Grounded Evaluation of LLM Hallucinations | Ernests Lavrinovics et.al. | 2505.14101 |
| 2025-10-23 | HA-RAG: Hotness-Aware RAG Acceleration via Mixed Precision and Data Placement | Danying Ge et.al. | 2510.20878 |
| 2025-10-22 | Interpretable Question Answering with Knowledge Graphs | Kartikeya Aneja et.al. | 2510.19181 |
| 2025-10-20 | AutoGraph-R1: End-to-End Reinforcement Learning for Knowledge Graph Construction | Hong Ting Tsang et.al. | 2510.15339 |
| 2025-10-20 | AtlasKV: Augmenting LLMs with Billion-Scale Knowledge Graphs in 20GB VRAM | Haoyu Huang et.al. | 2510.17934 |
| 2025-10-20 | GFM-RAG: Graph Foundation Model for Retrieval Augmented Generation | Linhao Luo et.al. | 2502.01113_(NeurIPS) |
| 2025-10-20 | Naiad: Novel Agentic Intelligent Autonomous System for Inland Water Monitoring | Eirini Baltzi et.al. | 2601.05256 |
| 2025-10-18 | ReaGAN: Node-as-Agent-Reasoning Graph Agentic Network | Minghao Guo et.al. | 2508.00429 |
| 2025-10-18 | Can Knowledge-Graph-based Retrieval Augmented Generation Really Retrieve What You Need? | Junchi Yu et.al. | 2510.16582_(NeurIPS) |
| 2025-10-18 | DTKG: Dual-Track Knowledge Graph-Verified Reasoning Framework for Multi-Hop QA | Changhao Wang et.al. | 2510.16302 |
| 2025-10-18 | Prior Makes It Possible: From Sublinear Graph Algorithms to LLM Test-Time Methods | Avrim Blum et.al. | 2510.16609 |
| 2025-10-17 | Fault Cause Identification across Manufacturing Lines through Ontology-Guided and Process-Aware FMEA Graph Learning with LLMs | Sho Okazaki et.al. | 2510.15428 |
| 2025-10-17 | AUGUSTUS: An LLM-Driven Multimodal Agent System with Contextualized User Memory | Jitesh Jain et.al. | 2510.15261_(NeurIPS) |
| 2025-10-17 | RAG vs. GraphRAG: A Systematic Evaluation and Key Insights | Haoyu Han et.al. | 2502.11371 |
| 2025-10-16 | ReMindRAG: Low-Cost LLM-Guided Knowledge Graph Traversal for Efficient RAG | Yikuan Hu et.al. | 2510.13193_(NeurIPS) |
| 2025-10-16 | Less is More: Denoising Knowledge Graphs For Retrieval Augmented Generation | Yilun Zheng et.al. | 2510.14271 |
| 2025-10-16 | PluriHop: Exhaustive, Recall-Sensitive QA over Distractor-Rich Corpora | Mykolas Sveistrys et.al. | 2510.14377 |
| 2025-10-15 | KG2QA: Knowledge Graph-enhanced Retrieval-augmented Generation for Communication Standards Question Answering | Zhongze Luo et.al. | 2506.07037 |
| 2025-10-15 | RAG Meets Temporal Graphs: Time-Sensitive Modeling and Retrieval for Evolving Knowledge | Jiale Han et.al. | 2510.13590 |
| 2025-10-15 | D-SMART: Enhancing LLM Dialogue Consistency via Dynamic Structured Memory And Reasoning Tree | Xiang Lei et.al. | 2510.13363 |
| 2025-10-15 | Vgent: Graph-based Retrieval-Reasoning-Augmented Generation For Long Video Understanding | Xiaoqian Shen et.al. | 2510.14032_(NeurIPS) |
| 2025-10-13 | Query-Specific GNN: A Comprehensive Graph Representation Learning Method for Retrieval Augmented Generation | Yuchen Yan et.al. | 2510.11541 |
| 2025-10-12 | Agentic RAG for Software Testing with Hybrid Vector-Graph and Multi-Agent Orchestration | Mohanakrishnan Hariharan et.al. | 2510.10824 |
| 2025-10-11 | SkewRoute: Training-Free LLM Routing for Knowledge Graph Retrieval-Augmented Generation via Score Skewness of Retrieved Context | Hairu Wang et.al. | 2505.23841 |
| 2025-10-11 | CacheClip: Accelerating RAG with Effective KV Cache Reuse | Bin Yang et.al. | 2510.10129 |
| 2025-10-09 | MAGIC: A Multi-Hop and Graph-Based Benchmark for Inter-Context Conflicts in Retrieval-Augmented Generation | Jungyeon Lee et.al. | 2507.21544_(EMNLP) |
| 2025-10-08 | LAD-RAG: Layout-aware Dynamic RAG for Visually-Rich Document Understanding | Zhivar Sourati et.al. | 2510.07233 |
| 2025-10-08 | Reasoning by Exploration: A Unified Approach to Retrieval and Generation over Graphs | Haoyu Han et.al. | 2510.07484 |
| 2025-10-08 | Parallel and Multi-Stage Knowledge Graph Retrieval for Behaviorally Aligned Financial Asset Recommendations | Fernando Spadea et.al. | 2511.11583 |
| 2025-10-07 | When to use Graphs in RAG: A Comprehensive Analysis for Graph Retrieval-Augmented Generation | Zhishang Xiang et.al. | 2506.05690 |
| 2025-10-07 | Improving Factuality in LLMs via Inference-Time Knowledge Graph Construction | Shanglin Wu et.al. | 2509.03540 |
| 2025-10-07 | KEO: Knowledge Extraction on OMIn via Knowledge Graphs and RAG for Safety-Critical Aviation Maintenance | Kuangshi Ai et.al. | 2510.05524 |
| 2025-10-07 | Mnemosyne: An Unsupervised, Human-Inspired Long-Term Memory Architecture for Edge-Based LLMs | Aneesh Jonelagadda et.al. | 2510.08601 |
| 2025-10-05 | RAG over Tables: Hierarchical Memory Index, Multi-Stage Retrieval, and Benchmarking | Jiaru Zou et.al. | 2504.01346 |
| 2025-10-03 | PropRAG: Guiding Retrieval with Beam Search over Proposition Paths | Jingjin Wang et.al. | 2504.18070_(EMNLP) |
| 2025-10-02 | Stream RAG: Instant and Accurate Spoken Dialogue Systems with Streaming Tool Usage | Siddhant Arora et.al. | 2510.02044 |
| 2025-10-02 | Are LLMs Better GNN Helpers? Rethinking Robust Graph Learning under Deficiencies with Iterative Refinement | Zhaoyan Wang et.al. | 2510.01910 |
| 2025-10-02 | Benchmarking Foundation Models with Retrieval-Augmented Generation in Olympic-Level Physics Problem Solving | Shunfeng Zheng et.al. | 2510.00919_(EMNLP) |
| 2025-10-02 | Knowledge-Graph Based RAG System Evaluation Framework | Sicheng Dong et.al. | 2510.02549 |
| 2025-10-01 | OntoLogX: Ontology-Guided Knowledge Graph Extraction from Cybersecurity Logs with Large Language Models | Luca Cotti et.al. | 2510.01409 |
| 2025-10-01 | KeySG: Hierarchical Keyframe-Based 3D Scene Graphs | Abdelrhman Werby et.al. | 2510.01049 |
| 2025-09-30 | GraphSearch: An Agentic Deep Searching Workflow for Graph Retrieval-Augmented Generation | Cehao Yang et.al. | 2509.22009 |
| 2025-09-30 | ConfRAG: Confidence-Guided Retrieval-Augmenting Generation | Yin Huang et.al. | 2506.07309 |
| 2025-09-29 | KAQG: A Knowledge-Graph-Enhanced RAG for Difficulty-Controlled Question Generation | Ching Han Chen et.al. | 2505.07618 |
| 2025-09-29 | G-reasoner: Foundation Models for Unified Reasoning over Graph-structured Knowledge | Linhao Luo et.al. | 2509.24276 |
| 2025-09-29 | Beyond Static Retrieval: Opportunities and Pitfalls of Iterative Retrieval in GraphRAG | Kai Guo et.al. | 2509.25530 |
| 2025-09-29 | ID-RAG: Identity Retrieval-Augmented Generation for Long-Horizon Persona Coherence in Generative Agents | Daniel Platnick et.al. | 2509.25299 |
| 2025-09-27 | ReliabilityRAG: Effective and Provably Robust Defense for RAG-based Web-Search | Zeyu Shen et.al. | 2509.23519_(NeurIPS) |
| 2025-09-26 | Chain or tree? Re-evaluating complex reasoning from the perspective of a matrix of thought | Fengxiao Tang et.al. | 2509.03918 |
| 2025-09-26 | Comparing RAG and GraphRAG for Page-Level Retrieval Question Answering on Math Textbook | Eason Chen et.al. | 2509.16780 |
| 2025-09-26 | Think-on-Graph 3.0: Efficient and Adaptive LLM Reasoning on Heterogeneous Graphs via Multi-Agent Dual-Evolving Context Retrieval | Xiaojun Wu et.al. | 2509.21710 |
| 2025-09-25 | Query-Centric Graph Retrieval Augmented Generation | Yaxiong Wu et.al. | 2509.21237 |
| 2025-09-24 | Causal-Counterfactual RAG: The Integration of Causal-Counterfactual Reasoning into RAG | Harshad Khadilkar et.al. | 2509.14435 |
| 2025-09-24 | MIXRAG : Mixture-of-Experts Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering | Lihui Liu et.al. | 2509.21391 |
| 2025-09-23 | A Knowledge Graph and a Tripartite Evaluation Framework Make Retrieval-Augmented Generation Scalable and Transparent | Olalekan K. Akindele et.al. | 2509.19209 |
| 2025-09-22 | From “What to Eat?” to Perfect Recipe: ChefMind’s Chain-of-Exploration for Ambiguous User Intent in Recipe Recommendation | Yu Fu et.al. | 2509.18226_(ICASSP) |
| 2025-09-20 | GRIL: Knowledge Graph Retrieval-Integrated Learning with Large Language Models | Jialin Chen et.al. | 2509.16502 |
| 2025-09-19 | HydraRAG: Structured Cross-Source Enhanced Large Language Model Reasoning | Xingyu Tan et.al. | 2505.17464_(EMNLP) |
| 2025-09-16 | Clue-RAG: Towards Accurate and Cost-Efficient Graph-based RAG via Multi-Partite Graph and Query-Driven Iterative Retrieval | Yaodong Su et.al. | 2507.08445 |
| 2025-09-16 | Zero-shot Graph Reasoning via Retrieval Augmented Framework with LLMs | Hanqing Li et.al. | 2509.12743 |
| 2025-09-15 | Graph-Enhanced Retrieval-Augmented Question Answering for E-Commerce Customer Support | Piyushkumar Patel et.al. | 2509.14267 |
| 2025-09-12 | HetaRAG: Hybrid Deep Retrieval-Augmented Generation across Heterogeneous Data Stores | Guohang Yan et.al. | 2509.21336 |
| 2025-09-11 | An Ontology-Driven Graph RAG for Legal Norms: A Structural, Temporal, and Deterministic Approach | Hudson de Martim et.al. | 2505.00039_(CHI) |
| 2025-09-11 | Fusing Knowledge and Language: A Comparative Study of Knowledge Graph-Based Question Answering with LLMs | Vaibhav Chaudhary et.al. | 2509.09272 |
| 2025-09-10 | CoT-RAG: Integrating Chain of Thought and Retrieval-Augmented Generation to Enhance Reasoning in Large Language Models | Feiyang Li et.al. | 2504.13534 |
| 2025-09-09 | KLIPA: A Knowledge Graph and LLM-Driven QA Framework for IP Analysis | Guanzhi Deng et.al. | 2509.07860 |
| 2025-09-09 | Aligning LLMs for the Classroom with Knowledge-Based Retrieval – A Comparative RAG Study | Amay Jain et.al. | 2509.07846 |
| 2025-09-08 | Seeing the Forest Through the Trees: Knowledge Retrieval for Streamlining Particle Physics Analysis | James McGreivy et.al. | 2509.06855 |
| 2025-09-08 | HyFedRAG: A Federated Retrieval-Augmented Generation Framework for Heterogeneous and Privacy-Sensitive Data | Cheng Qian et.al. | 2509.06444 |
| 2025-09-07 | GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion | Xingliang Wang et.al. | 2509.05980 |
| 2025-09-06 | KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval | Chi Minh Bui et.al. | 2508.20417_(EMNLP) |
| 2025-09-06 | MoLoRAG: Bootstrapping Document Understanding via Multi-modal Logic-aware Retrieval | Xixi Wu et.al. | 2509.07666_(EMNLP) |
| 2025-09-05 | Graph RAG as Human Choice Model: Building a Data-Driven Mobility Agent with Preference Chain | Kai Hu et.al. | 2508.16172 |
| 2025-09-05 | KERAG: Knowledge-Enhanced Retrieval-Augmented Generation for Advanced Question Answering | Yushi Sun et.al. | 2509.04716_(EMNLP) |
| 2025-09-04 | Maestro: Joint Graph & Config Optimization for Reliable AI Agents | Wenxiao Wang et.al. | 2509.04642 |
| 2025-09-03 | Explainable Knowledge Graph Retrieval-Augmented Generation (KG-RAG) with KG-SMILE | Zahra Zehtabi Sabeti Moghaddam et.al. | 2509.03626 |
| 2025-09-01 | PIR-RAG: A System for Private Information Retrieval in Retrieval-Augmented Generation | Baiqiang Wang et.al. | 2509.21325 |
| 2025-08-30 | KG-RAG: Enhancing GUI Agent Decision-Making via Knowledge Graph-Driven Retrieval-Augmented Generation | Ziyi Guan et.al. | 2509.00366_(EMNLP) |
| 2025-08-29 | Evaluating Knowledge Graph Based Retrieval Augmented Generation Methods under Knowledge Incompleteness | Dongzhuoran Zhou et.al. | 2504.05163 |
| 2025-08-29 | OpenAIs HealthBench in Action: Evaluating an LLM-Based Medical Assistant on Realistic Clinical Queries | Sandhanakrishnan Ravichandran et.al. | 2509.02594 |
| 2025-08-28 | Addressing accuracy and hallucination of LLMs in Alzheimer’s disease research through knowledge graphs | Tingxuan Xu et.al. | 2508.21238 |
| 2025-08-26 | Heterogeneous LLM Methods for Ontology Learning (Few-Shot Prompting, Ensemble Typing, and Attention-Based Taxonomies) | Aleksandra Beliaeva et.al. | 2508.19428 |
| 2025-08-25 | Multilevel Analysis of Cryptocurrency News using RAG Approach with Fine-Tuned Mistral Large Language Model | Bohdan M. Pavlyshenko et.al. | 2509.03527 |
| 2025-08-24 | PRISM: Efficient Long-Range Reasoning With Short-Context LLMs | Dulhan Jayalath et.al. | 2412.18914_(EMNLP) |
| 2025-08-24 | Exposing Privacy Risks in Graph Retrieval-Augmented Generation | Jiale Liu et.al. | 2508.17222 |
| 2025-08-23 | Reasoning with RAGged events: RAG-Enhanced Event Knowledge Base Construction and reasoning with proof-assistants | Stergios Chatzikyriakidis et.al. | 2506.07042 |
| 2025-08-22 | DSRAG: A Domain-Specific Retrieval Framework Based on Document-derived Multimodal Knowledge Graph | Mengzheng Yang et.al. | 2509.10467 |
| 2025-08-20 | Benchmarking Vector, Graph and Hybrid Retrieval Augmented Generation (RAG) Pipelines for Open Radio Access Networks (ORAN) | Sarat Ahmad et.al. | 2507.03608 |
| 2025-08-19 | MedKGent: A Large Language Model Agent Framework for Constructing Temporally Evolving Medical Knowledge Graph | Duzhen Zhang et.al. | 2508.12393 |
| 2025-08-15 | Cross-Granularity Hypergraph Retrieval-Augmented Generation for Multi-hop Question Answering | Changjian Wang et.al. | 2508.11247 |
| 2025-08-14 | FIRESPARQL: A LLM-based Framework for SPARQL Query Generation over Scholarly Knowledge Graphs | Xueli Pan et.al. | 2508.10467_(DIS) |
| 2025-08-13 | RAGulating Compliance: A Multi-Agent Knowledge Graph for Regulatory QA | Bhavik Agarwal et.al. | 2508.09893 |
| 2025-08-12 | AgriGPT: a Large Language Model Ecosystem for Agriculture | Bo Yang et.al. | 2508.08632 |
| 2025-08-12 | PersonalAI: A Systematic Comparison of Knowledge Graph Storage and Retrieval Approaches for Personalized LLM agents | Mikhail Menschikov et.al. | 2506.17001 |
| 2025-08-11 | DAGR: Decomposition Augmented Graph Retrieval with LLMs | Valentin Six et.al. | 2506.13380 |
| 2025-08-11 | Reviewing Clinical Knowledge in Medical Large Language Models: Training and Beyond | Qiyuan Li et.al. | 2502.20988 |
| 2025-08-09 | Leaps Beyond the Seen: Reinforced Reasoning Augmented Generation for Clinical Notes | Lo Pang-Yun Ting et.al. | 2506.05386 |
| 2025-08-08 | You Don’t Need Pre-built Graphs for RAG: Retrieval Augmented Generation with Adaptive Reasoning Structures | Shengyuan Chen et.al. | 2508.06105 |
| 2025-08-07 | GRAIL:Learning to Interact with Large Knowledge Graphs for Retrieval Augmented Reasoning | Ge Chang et.al. | 2508.05498 |
| 2025-08-07 | Efficient Knowledge Graph Construction and Retrieval from Unstructured Text for Large-Scale RAG Systems | Congmin Min et.al. | 2507.03226 |
| 2025-08-06 | TURA: Tool-Augmented Unified Retrieval Agent for AI Search | Zhejun Zhao et.al. | 2508.04604 |
| 2025-08-05 | MultiRAG: A Knowledge-guided Framework for Mitigating Hallucination in Multi-source Retrieval Augmented Generation | Wenlong Wu et.al. | 2508.03553_(ICDE) |
| 2025-08-05 | The Multi-Round Diagnostic RAG Framework for Emulating Clinical Reasoning | Penglei Sun et.al. | 2504.07724 |
| 2025-08-04 | Beyond Chunks and Graphs: Retrieval-Augmented Generation through Triplet-Driven Thinking | Shengbo Gong et.al. | 2508.02435 |
| 2025-08-04 | Hypercube-Based Retrieval-Augmented Generation for Scientific Question-Answering | Jimeng Shi et.al. | 2505.19288 |
| 2025-08-03 | T-GRAG: A Dynamic GraphRAG Framework for Resolving Temporal Conflicts and Redundancy in Knowledge Retrieval | Dong Li et.al. | 2508.01680 |
| 2025-08-02 | Prompting Large Language Models with Partial Knowledge for Answering Questions with Unseen Entities | Zhichao Yan et.al. | 2508.01290 |
| 2025-08-02 | DBAIOps: A Reasoning LLM-Enhanced Database Operation and Maintenance System using Knowledge Graphs | Wei Zhou et.al. | 2508.01136_(ALT) |
| 2025-08-01 | HySemRAG: A Hybrid Semantic Retrieval-Augmented Generation Framework for Automated Literature Synthesis and Methodological Gap Analysis | Alejandro Godinez et.al. | 2508.05666 |
| 2025-08-01 | FinKario: Event-Enhanced Automated Construction of Financial Knowledge Graph | Xiang Li et.al. | 2508.00961 |
| 2025-07-31 | KeyKnowledgeRAG (K^2RAG): An Enhanced RAG method for improved LLM question-answering capabilities | Hruday Markondapatnaikuni et.al. | 2507.07695 |
| 2025-07-30 | CliCARE: Grounding Large Language Models in Clinical Guidelines for Decision Support over Longitudinal Cancer Electronic Health Records | Dongchen Li et.al. | 2507.22533 |
| 2025-07-29 | Simulated patient systems are intelligent when powered by large language model-based AI agents | Huizi Yu et.al. | 2409.18924 |
| 2025-07-29 | Graph-R1: Towards Agentic GraphRAG Framework via End-to-end Reinforcement Learning | Haoran Luo et.al. | 2507.21892 |
| 2025-07-27 | Advancing Shared and Multi-Agent Autonomy in Underwater Missions: Integrating Knowledge Graphs and Retrieval-Augmented Generation | Michele Grimaldi et.al. | 2507.20370 |
| 2025-07-23 | HypoChainer: A Collaborative System Combining LLMs and Knowledge Graphs for Hypothesis-Driven Scientific Discovery | Haoran Jiang et.al. | 2507.17209 |
| 2025-07-23 | Threshold-Protected Searchable Sharing: Privacy Preserving Aggregated-ANN Search for Collaborative RAG | Ruoyang Rykie Guo et.al. | 2507.17199 |
| 2025-07-22 | Agentic RAG with Knowledge Graphs for Complex Multi-Hop Reasoning in Real-World Applications | Jean Lelong et.al. | 2507.16507 |
| 2025-07-20 | Enhancing Repository-Level Code Generation with Call Chain-Aware Multi-View Context | Yang Liu et.al. | 2507.14791 |
| 2025-07-18 | BifrostRAG: Bridging Dual Knowledge Graphs for Multi-Hop Question Answering in Construction Safety | Yuxin Zhang et.al. | 2507.13625 |
| 2025-07-15 | DRAGON: Dynamic RAG Benchmark On News | Fedor Chernogorskii et.al. | 2507.05713 |
| 2025-07-14 | Introducing the Swiss Food Knowledge Graph: AI for Context-Aware Nutrition Recommendation | Lubnaa Abdur Rahman et.al. | 2507.10156 |
| 2025-07-12 | HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving | Zhengding Hu et.al. | 2507.09138_(SOSP) |
| 2025-07-11 | xpSHACL: Explainable SHACL Validation using Retrieval-Augmented Generation and Large Language Models | Gustavo Correa Publio et.al. | 2507.08432_(VLDB) |
| 2025-07-11 | GraphRunner: A Multi-Stage Framework for Efficient and Accurate Graph-Based Retrieval | Savini Kashmira et.al. | 2507.08945 |
| 2025-07-10 | SemRAG: Semantic Knowledge-Augmented RAG for Improved Question-Answering | Kezhen Zhong et.al. | 2507.21110 |
| 2025-07-09 | RAG Safety: Exploring Knowledge Poisoning Attacks to Retrieval-Augmented Generation | Tianzhe Zhao et.al. | 2507.08862 |
| 2025-07-08 | KERAG_R: Knowledge-Enhanced Retrieval-Augmented Generation for Recommendation | Zeyuan Meng et.al. | 2507.05863 |
| 2025-07-07 | A Query-Aware Multi-Path Knowledge Graph Fusion Approach for Enhancing Retrieval-Augmented Generation in Large Language Models | Qikai Wei et.al. | 2507.16826 |
| 2025-07-05 | BYOKG-RAG: Multi-Strategy Graph Retrieval for Knowledge Graph Question Answering | Costas Mavromatis et.al. | 2507.04127 |
| 2025-07-04 | ReservoirChat: Interactive Documentation Enhanced with LLM and Knowledge Graph for ReservoirPy | Virgile Boraud et.al. | 2507.05279 |
| 2025-07-04 | EraRAG: Efficient and Incremental Retrieval Augmented Generation for Growing Corpora | Fangyuan Zhang et.al. | 2506.20963 |
| 2025-06-26 | Weak-to-Strong GraphRAG: Aligning Weak Retrievers with Large Language Models for Graph-based Retrieval Augmented Generation | Deyu Zou et.al. | 2506.22518 |
| 2025-06-24 | Talking to GDELT Through Knowledge Graphs | Audun Myers et.al. | 2503.07584 |
| 2025-06-24 | Inference Scaled GraphRAG: Improving Multi Hop Question Answering on Knowledge Graphs | Travis Thompson et.al. | 2506.19967 |
| 2025-06-24 | Conversational Intent-Driven GraphRAG: Enhancing Multi-Turn Dialogue Systems through Adaptive Dual-Retrieval of Flow Patterns and Context Semantics | Ziqi Zhu et.al. | 2506.19385 |
| 2025-06-23 | RAPID: Long-Context Inference with Retrieval-Augmented Speculative Decoding | Guanzheng Chen et.al. | 2502.20330_(ICML) |
| 2025-06-23 | Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks | Hongyuan Tao et.al. | 2505.16901 |
| 2025-06-19 | From RAG to Memory: Non-Parametric Continual Learning for Large Language Models | Bernal Jiménez Gutiérrez et.al. | 2502.14802_(GROUP) |
| 2025-06-17 | Automated Decision-Making on Networks with LLMs through Knowledge-Guided Evolution | Xiaohan Zheng et.al. | 2506.14529 |
| 2025-06-14 | FastRAG: Retrieval Augmented Generation for Semi-structured Data | Amar Abane et.al. | 2411.13773 |
| 2025-06-14 | MALM: A Multi-Information Adapter for Large Language Models to Mitigate Hallucination | Ao Jia et.al. | 2506.12483 |
| 2025-06-11 | Traceable LLM-based validation of statements in knowledge graphs | Daniel Adam et.al. | 2409.07507 |
| 2025-06-11 | Learning Efficient and Generalizable Graph Retriever for Knowledge-Graph Question Answering | Tianjun Yao et.al. | 2506.09645 |
| 2025-06-10 | XGraphRAG: Interactive Visual Analysis for Graph-based Retrieval-Augmented Generation | Ke Wang et.al. | 2506.13782 |
| 2025-06-09 | LlamaRec-LKG-RAG: A Single-Pass, Learnable Knowledge Graph-RAG Framework for LLM-Based Ranking | Vahid Azizi et.al. | 2506.07449 |
| 2025-06-08 | PECAN: LLM-Guided Dynamic Progress Control with Attention-Guided Hierarchical Weighted Graph for Long-Document QA | Xinyu Wang et.al. | 2410.04790 |
| 2025-06-07 | Graph-based RAG Enhancement via Global Query Disambiguation and Dependency-Aware Reranking | Ningyuan Li et.al. | 2506.11106 |
| 2025-06-06 | BioMol-MQA: A Multi-Modal Question Answering Dataset For LLM Reasoning Over Bio-Molecular Interactions | Saptarshi Sengupta et.al. | 2506.05766 |
| 2025-06-06 | Building Models of Neurological Language | Henry Watkins et.al. | 2506.06208 |
| 2025-06-06 | Large Language Models are Good Relational Learners | Fang Wu et.al. | 2506.05725 |
| 2025-06-03 | KET-RAG: A Cost-Efficient Multi-Granular Indexing Framework for Graph-RAG | Yiqian Huang et.al. | 2502.09304 |
| 2025-06-02 | SwiftKV: Fast Prefill-Optimized Inference with Knowledge-Preserving Model Transformation | Aurick Qiao et.al. | 2410.03960 |
| 2025-06-02 | DRAG: Distilling RAG for SLMs from LLMs to Transfer Knowledge and Mitigate Hallucination via Evidence and Graph-based Distillation | Jennifer Chen et.al. | 2506.01954_(ACL) |
| 2025-06-02 | Retrieval-Augmented Generation of Ontologies from Relational Databases | Mojtaba Nayyeri et.al. | 2506.01232 |
| 2025-06-01 | A Survey of LLM $\times$ DATA | Xuanhe Zhou et.al. | 2505.18458 |
| 2025-06-01 | A Graph-Retrieval-Augmented Generation Framework Enhances Decision-Making in the Circular Economy | Yang Zhao et.al. | 2506.04252 |
| 2025-05-31 | OntoRAG: Enhancing Question-Answering through Automated Ontology Derivation from Unstructured Knowledge Bases | Yash Tiwari et.al. | 2506.00664 |
| 2025-05-29 | SimGRAG: Leveraging Similar Subgraphs for Knowledge Graphs Driven Retrieval-Augmented Generation | Yuzheng Cai et.al. | 2412.15272_(ACL) |
| 2025-05-29 | Retrieval Augmented Generation based Large Language Models for Causality Mining | Thushara Manjari Naduvilakandy et.al. | 2505.23944_(ACL) |
| 2025-05-29 | BugRepro: Enhancing Android Bug Reproduction with Domain-Specific Knowledge Integration | Hongrong Yin et.al. | 2505.14528 |
| 2025-05-28 | Walk&Retrieve: Simple Yet Effective Zero-shot Retrieval-Augmented Generation via Knowledge Graph Walks | Martin Böckling et.al. | 2505.16849_(IR-RAG) |
| 2025-05-28 | Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation | Shijie Wang et.al. | 2501.02226_(ACL) |
| 2025-05-28 | Rethinking Hybrid Retrieval: When Small Embeddings and LLM Re-ranking Beat Bigger Models | Arjun Rao et.al. | 2506.00049 |
| 2025-05-27 | DynamicKV: Task-Aware Adaptive KV Cache Compression for Long Context LLMs | Xiabin Zhou et.al. | 2412.14838 |
| 2025-05-27 | Complex System Diagnostics Using a Knowledge Graph-Informed and Large Language Model-Enhanced Framework | Saman Marandi et.al. | 2505.21291 |
| 2025-05-27 | Path Pooling: Training-Free Structure Enhancement for Efficient Knowledge Graph Retrieval-Augmented Generation | Hairu Wang et.al. | 2503.05203 |
| 2025-05-26 | KnowTrace: Bootstrapping Iterative Retrieval-Augmented Generation with Structured Knowledge Tracing | Rui Li et.al. | 2505.20245_(KDD) |
| 2025-05-22 | FiDeLiS: Faithful Reasoning in Large Language Model for Knowledge Graph Question Answering | Yuan Sui et.al. | 2405.13873_(ACL) |
| 2025-05-22 | Align-GRAG: Reasoning-Guided Dual Alignment for Graph Retrieval-Augmented Generation | Derong Xu et.al. | 2505.16237 |
| 2025-05-21 | Enhancing Large Language Models (LLMs) for Telecommunications using Knowledge Graphs and Retrieval-Augmented Generation | Dun Yuan et.al. | 2503.24245_(ICC) |
| 2025-05-21 | HDLxGraph: Bridging Large Language Models and HDL Repositories via HDL Graph Databases | Pingqing Zheng et.al. | 2505.15701 |
| 2025-05-21 | Single LLM, Multiple Roles: A Unified Retrieval-Augmented Generation Framework Using Role-Specific Token Optimization | Yutao Zhu et.al. | 2505.15444 |
| 2025-05-20 | Scaling Test-Time Inference with Policy-Optimized, Dynamic Retrieval-Augmented Generation via KV Caching and Decoding | Sakhinana Sagar Srinivas et.al. | 2504.01281 |
| 2025-05-19 | SubGCache: Accelerating Graph-based RAG with Subgraph-level KV Cache | Qiuyu Zhu et.al. | 2505.10951 |
| 2025-05-19 | Know3-RAG: A Knowledge-aware RAG Framework with Adaptive Retrieval, Generation, and Filtering | Xukai Liu et.al. | 2505.12662 |
| 2025-05-17 | A Pilot Empirical Study on When and How to Use Knowledge Graphs as Retrieval Augmented Generation | Xujie Yuan et.al. | 2502.20854 |
| 2025-05-17 | ELITE: Embedding-Less retrieval with Iterative Text Exploration | Zhangyu Wang et.al. | 2505.11908 |
| 2025-05-16 | Leveraging Graph Retrieval-Augmented Generation to Support Learners’ Understanding of Knowledge Concepts in MOOCs | Mohamed Abdelmagied et.al. | 2505.10074 |
| 2025-05-15 | Personalizing Large Language Models using Retrieval Augmented Generation and Knowledge Graph | Deeksha Prahlad et.al. | 2505.09945_(WWW) |
| 2025-05-15 | GE-Chat: A Graph Enhanced RAG Framework for Evidential Response Generation of LLMs | Longchao Da et.al. | 2505.10143_(IJCAI) |
| 2025-05-12 | GRADA: Graph-based Reranker against Adversarial Documents Attack | Jingjie Zheng et.al. | 2505.07546 |
| 2025-05-09 | Bridging Legal Knowledge and AI: Retrieval-Augmented Generation with Vector Stores, Knowledge Graphs, and Hierarchical Non-negative Matrix Factorization | Ryan C. Barron et.al. | 2502.20364 |
| 2025-05-08 | KG-HTC: Integrating Knowledge Graphs into LLMs for Effective Zero-shot Hierarchical Text Classification | Qianbo Zang et.al. | 2505.05583 |
| 2025-05-05 | KG-Retriever: Efficient Knowledge Indexing for Retrieval-Augmented Large Language Models | Weijie Chen et.al. | 2412.05547 |
| 2025-05-04 | Incorporating Legal Structure in Retrieval-Augmented Generation: A Case Study on Copyright Fair Use | Justin Ho et.al. | 2505.02164 |
| 2025-04-28 | Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory | Prateek Chhikara et.al. | 2504.19413 |
| 2025-04-26 | Exploring the Role of Knowledge Graph-Based RAG in Japanese Medical Question Answering with Small-Scale LLMs | Yingjian Chen et.al. | 2504.10982 |
| 2025-04-26 | Building Scalable AI-Powered Applications with Cloud Databases: Architectures, Best Practices and Performance Considerations | Santosh Bhupathi et.al. | 2504.18793 |
| 2025-04-24 | Synergizing RAG and Reasoning: A Systematic Review | Yunfan Gao et.al. | 2504.15909 |
| 2025-04-23 | LLM-assisted Graph-RAG Information Extraction from IFC Data | Sima Iranmanesh et.al. | 2504.16813 |
| 2025-04-20 | Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval | Pengcheng Jiang et.al. | 2410.04585_(ICLR) |
| 2025-04-17 | InstructRAG: Leveraging Retrieval-Augmented Generation on Instruction Graphs for LLM-Based Task Planning | Zheng Wang et.al. | 2504.13032_(SIGIR) |
| 2025-04-17 | CDF-RAG: Causal Dynamic Feedback for Adaptive Retrieval-Augmented Generation | Elahe Khatibi et.al. | 2504.12560 |
| 2025-04-16 | Shared Disk KV Cache Management for Efficient Multi-Instance Inference in RAG-Powered LLMs | Hyungwoo Lee et.al. | 2504.11765 |
| 2025-04-15 | NodeRAG: Structuring Graph-based RAG with Heterogeneous Nodes | Tianyang Xu et.al. | 2504.11544 |
| 2025-04-13 | Block-Attention for Efficient Prefilling | Dongyang Ma et.al. | 2409.15355_(ICLR) |
| 2025-04-13 | HM-RAG: Hierarchical Multi-Agent Multimodal Retrieval Augmented Generation | Pei Liu et.al. | 2504.12330 |
| 2025-04-11 | Knowledge Graph-extended Retrieval Augmented Generation for Question Answering | Jasper Linders et.al. | 2504.08893 |
| 2025-04-10 | ConceptFormer: Towards Efficient Use of Knowledge-Graph Embeddings in Large Language Models | Joel Barmettler et.al. | 2504.07624 |
| 2025-04-09 | MemoRAG: Boosting Long Context Processing with Global Memory-Enhanced Retrieval Augmentation | Hongjin Qian et.al. | 2409.05591_(TheWebConf) |
| 2025-04-06 | Driving-RAG: Driving Scenarios Embedding, Search, and RAG Applications | Cheng Chang et.al. | 2504.04419 |
| 2025-04-06 | Hierarchical Planning for Complex Tasks with Knowledge Graph-RAG and Symbolic Verification | Cristina Cornelio et.al. | 2504.04578 |
| 2025-04-03 | HyperRAG: Enhancing Quality-Efficiency Tradeoffs in Retrieval-Augmented Generation with Reranker KV-Cache Reuse | Yuwei An et.al. | 2504.02921 |
| 2025-04-03 | CacheBlend: Fast Large Language Model Serving for RAG with Cached Knowledge Fusion | Jiayi Yao et.al. | 2405.16444 |
| 2025-03-30 | Hyper-RAG: Combating LLM Hallucinations using Hypergraph-Driven Retrieval-Augmented Generation | Yifan Feng et.al. | 2504.08758 |
| 2025-03-28 | Knowledge graph enhanced retrieval-augmented generation for failure mode and effects analysis | Lukas Bahr et.al. | 2406.18114 |
| 2025-03-17 | Causal Graphs Meet Thoughts: Enhancing Complex Reasoning in Graph-Augmented LLMs | Hang Luo et.al. | 2501.14892 |
| 2025-03-14 | AIstorian lets AI be a historian: A KG-powered multi-agent system for accurate biography generation | Fengyu Li et.al. | 2503.11346 |
| 2025-03-14 | RAG-KG-IL: A Multi-Agent Hybrid Framework for Reducing Hallucinations and Enhancing LLM Reasoning through RAG and Incremental Knowledge Graph Learning Integration | Hong Qing Yu et.al. | 2503.13514 |
| 2025-03-06 | Beyond RAG: Task-Aware KV Cache Compression for Comprehensive Knowledge Reasoning | Giulio Corallo et.al. | 2503.04973 |
| 2025-03-06 | In-depth Analysis of Graph-based RAG in a Unified Framework | Yingli Zhou et.al. | 2503.04338 |
| 2025-03-02 | ER-RAG: Enhance RAG with ER-Based Unified Modeling of Heterogeneous Data Sources | Yikuan Xia et.al. | 2504.06271 |
| 2025-03-01 | Pseudo-Knowledge Graph: Meta-Path Guided Retrieval and In-Graph Text for RAG-Equipped LLM | Yuxin Yang et.al. | 2503.00309 |
| 2025-02-26 | CommGPT: A Graph and Retrieval-Augmented Multimodal Communication Foundation Model | Feibo Jiang et.al. | 2502.18763 |
| 2025-02-26 | EMERGE: Enhancing Multimodal Electronic Health Records Predictive Modeling with Retrieval-Augmented Generation | Yinghao Zhu et.al. | 2406.00036_(CIKM) |
| 2025-02-25 | HyPA-RAG: A Hybrid Parameter Adaptive Retrieval-Augmented Generation System for AI Legal and Policy Applications | Rishi Kalra et.al. | 2409.09046_(ACL) |
| 2025-02-21 | From Documents to Dialogue: Building KG-RAG Enhanced AI Assistants | Manisha Mukherjee et.al. | 2502.15237 |
| 2025-02-19 | From Local to Global: A Graph RAG Approach to Query-Focused Summarization | Darren Edge et.al. | 2404.16130 |
| 2025-02-19 | Are Large Language Models In-Context Graph Learners? | Jintang Li et.al. | 2502.13562 |
| 2025-02-17 | Does RAG Really Perform Bad For Long-Context Processing? | Kun Luo et.al. | 2502.11444 |
| 2025-02-14 | EACO-RAG: Towards Distributed Tiered LLM Deployment using Edge-Assisted and Collaborative RAG with Adaptive Knowledge Update | Jiaxing Li et.al. | 2410.20299 |
| 2025-02-13 | Knowledge-Enhanced Program Repair for Data Science Code | Shuyin Ouyang et.al. | 2502.09771 |
| 2025-02-12 | How to Build an Adaptive AI Tutor for Any Course Using Knowledge Graph-Enhanced Retrieval-Augmented Generation (KG-RAG) | Chenxi Dong et.al. | 2311.17696 |
| 2025-02-11 | Graph RAG-Tool Fusion | Elias Lumer et.al. | 2502.07223 |
| 2025-02-11 | A RAG Approach for Generating Competency Questions in Ontology Engineering | Xueli Pan et.al. | 2409.08820 |
| 2025-02-10 | LLM-based SPARQL Query Generation from Natural Language over Federated Knowledge Graphs | Vincent Emonet et.al. | 2410.06062 |
| 2025-02-10 | Think-on-Graph 2.0: Deep and Faithful Large Language Model Reasoning with Knowledge-guided Retrieval Augmented Generation | Shengjie Ma et.al. | 2407.10805 |
| 2025-02-08 | Knowledge Graph-Guided Retrieval Augmented Generation | Xiangrong Zhu et.al. | 2502.06864_(ACL) |
| 2025-02-05 | Cache-Craft: Managing Chunk-Caches for Efficient Retrieval-Augmented Generation | Shubham Agarwal et.al. | 2502.15734_(SIGMOD) |
| 2025-02-05 | Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation | Mufei Li et.al. | 2410.20724_(ICLR) |
| 2025-02-03 | Augmented Knowledge Graph Querying leveraging LLMs | Marco Arazzi et.al. | 2502.01298 |
| 2025-02-03 | Graphusion: A RAG Framework for Knowledge Graph Construction with a Global Perspective | Rui Yang et.al. | 2410.17600 |
| 2025-01-30 | Leveraging LLM Agents for Automated Optimization Modeling for SASP Problems: A Graph-RAG based Approach | Tianpeng Pan et.al. | 2501.18320 |
| 2025-01-25 | CG-RAG: Research Question Answering by Citation Graph Retrieval-Augmented LLMs | Yuntong Hu et.al. | 2501.15067 |
| 2025-01-24 | GraPPI: A Retrieve-Divide-Solve GraphRAG Framework for Large-scale Protein-protein Interaction Exploration | Ziwen Li et.al. | 2501.16382_(ACL) |
| 2025-01-24 | Fast Think-on-Graph: Wider, Deeper and Faster Reasoning of Large Language Model on Knowledge Graph | Xujian Liang et.al. | 2501.14300 |
| 2025-01-22 | FRAG: A Flexible Modular Framework for Retrieval-Augmented Generation based on Knowledge Graphs | Zengyi Gao et.al. | 2501.09957 |
| 2025-01-04 | The Efficiency vs. Accuracy Trade-off: Optimizing RAG-Enhanced LLM Recommender Systems Using Multi-Head Early Exit | Huixue Zhou et.al. | 2501.02173 |
| 2024-12-31 | CancerKG.ORG A Web-scale, Interactive, Verifiable Knowledge Graph-LLM Hybrid for Assisting with Optimal Cancer Treatment and Care | Michael Gubanov et.al. | 2501.00223 |
| 2024-12-25 | RAGONITE: Iterative Retrieval on Induced Databases and Verbalized RDF for Conversational QA over KGs with RAG | Rishiraj Saha Roy et.al. | 2412.17690 |
| 2024-12-11 | Leveraging Graph-RAG and Prompt Engineering to Enhance LLM-Based Automated Requirement Traceability and Compliance Checks | Arsalan Masoudifard et.al. | 2412.08593 |
| 2024-12-10 | Generating Knowledge Graphs from Large Language Models: A Comparative Study of GPT-4, LLaMA 2, and BERT | Ahan Bhatt et.al. | 2412.07412 |
| 2024-12-10 | Leveraging LLM for Automated Ontology Extraction and Knowledge Graph Generation | Mohammad Sadeq Abolhasani et.al. | 2412.00608 |
| 2024-12-01 | G-RAG: Knowledge Expansion in Material Science | Radeen Mostafa et.al. | 2411.14592 |
| 2024-11-29 | Knowledge Management for Automobile Failure Analysis Using Graph RAG | Yuta Ojima et.al. | 2411.19539 |
| 2024-11-18 | Towards Evaluating Large Language Models for Graph Query Generation | Siraj Munir et.al. | 2411.08449_(SC) |
| 2024-11-07 | AMSnet-KG: A Netlist Dataset for LLM-based AMS Circuit Auto-Design Using Knowledge Graph RAG | Yichen Shi et.al. | 2411.13560 |
| 2024-11-01 | CRAG – Comprehensive RAG Benchmark | Xiao Yang et.al. | 2406.04744_(NeurIPS) |
| 2024-10-29 | GraphAide: Advanced Graph-Assisted Query and Reasoning System | Sumit Purohit et.al. | 2411.08041 |
| 2024-10-28 | CRAT: A Multi-Agent Framework for Causality-Enhanced Reflective and Retrieval-Augmented Translation with Large Language Models | Meiqi Chen et.al. | 2410.21067 |
| 2024-10-22 | Distill-SynthKG: Distilling Knowledge Graph Synthesis Workflow for Improved Coverage and Efficiency | Prafulla Kumar Choubey et.al. | 2410.16597 |
| 2024-10-22 | DepsRAG: Towards Agentic Reasoning and Planning for Software Dependency Management | Mohannad Alhanahnah et.al. | 2405.20455 |
| 2024-10-19 | A New Perspective on ADHD Research: Knowledge Graph Construction with LLMs and Network Based Insights | Hakan T. Otal et.al. | 2409.12853 |
| 2024-10-15 | Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation | Junde Wu et.al. | 2408.04187 |
| 2024-10-13 | Honest AI: Fine-Tuning “Small” Language Models to Say “I Don’t Know”, and Reducing Hallucination in RAG | Xinxi Chen et.al. | 2410.09699 |
| 2024-10-08 | Less is More: Making Smaller Language Models Competent Subgraph Retrievers for Multi-hop KGQA | Wenyu Huang et.al. | 2410.06121_(EMNLP) |
| 2024-10-07 | Fast State Restoration in LLM Serving with HCache | Shiwei Gao et.al. | 2410.05004_(EuroSys) |
| 2024-10-06 | Mindful-RAG: A Study of Points of Failure in Retrieval Augmented Generation | Garima Agrawal et.al. | 2407.12216 |
| 2024-10-03 | Domain-Specific Retrieval-Augmented Generation Using Vector Stores, Knowledge Graphs, and Tensor Factorization | Ryan C. Barron et.al. | 2410.02721_(ICML) |
| 2024-09-26 | KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation | Lei Liang et.al. | 2409.13731 |
| 2024-09-23 | GEM-RAG: Graphical Eigen Memories For Retrieval Augmented Generation | Brendan Hogan Rappazzo et.al. | 2409.15566 |
| 2024-09-07 | Cross-Data Knowledge Graph Construction for LLM-enabled Educational Question-Answering System: A Case Study at HCMUT | Tuan Bui et.al. | 2404.09296 |
| 2024-09-06 | Column Vocabulary Association (CVA): semantic interpretation of dataless tables | Margherita Martorana et.al. | 2409.13709 |
| 2024-09-02 | A Hybrid RAG System with Comprehensive Enhancement on Complex Reasoning | Ye Yuan et.al. | 2408.05141_(KDD) |
| 2024-08-28 | WeKnow-RAG: An Adaptive Approach for Retrieval-Augmented Generation Integrating Web Search and Knowledge Graphs | Weijian Xie et.al. | 2408.07611_(KDD) |
| 2024-08-16 | CommunityKG-RAG: Leveraging Community Structures in Knowledge Graphs for Advanced Retrieval-Augmented Generation in Fact-Checking | Rong-Ching Chang et.al. | 2408.08535 |
| 2024-08-09 | HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information Extraction | Bhaskarjit Sarmah et.al. | 2408.04948 |
| 2024-07-18 | PRAGyan – Connecting the Dots in Tweets | Rahul Ravi et.al. | 2407.13909 |
| 2024-06-25 | Graph-Augmented LLMs for Personalized Health Insights: A Case Study in Sleep Analysis | Ajan Subramanian et.al. | 2406.16252 |
| 2024-06-24 | Relation Extraction with Fine-Tuned Large Language Models in Retrieval Augmented Generation Frameworks | Sefika Efeoglu et.al. | 2406.14745 |
| 2024-05-30 | GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning | Costas Mavromatis et.al. | 2405.20139 |
| 2024-05-28 | Don’t Forget to Connect! Improving RAG with Graph-based Reranking | Jialin Dong et.al. | 2405.18414 |
| 2024-05-20 | KG-RAG: Bridging the Gap Between Knowledge and Creativity | Diego Sanmartin et.al. | 2405.12035 |
| 2024-05-13 | Biomedical knowledge graph-optimized prompt generation for large language models | Karthik Soman et.al. | 2311.17330 |
| 2024-05-06 | Retrieval-Augmented Generation with Knowledge Graphs for Customer Service Question Answering | Zhentao Xu et.al. | 2404.17723 |
| 2024-05-01 | RAG-based Explainable Prediction of Road Users Behaviors for Automated Driving using Knowledge Graphs and Large Language Models | Mohamed Manzour Hussien et.al. | 2405.00449 |
| 2024-04-19 | HyKGE: A Hypothesis Knowledge Graph Enhanced Framework for Accurate and Reliable Medical LLMs Responses | Xinke Jiang et.al. | 2312.15883 |
| 2024-03-13 | From human experts to machines: An LLM supported approach to ontology and knowledge graph construction | Vamsi Krishna Kommineni et.al. | 2403.08345 |
| 2024-02-10 | REALM: RAG-Driven Enhancement of Multimodal Electronic Health Records Analysis via Large Language Models | Yinghao Zhu et.al. | 2402.07016 |