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LightRAG: Simple and Fast Retrieval-Augmented Generation

8 October 2024

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Papers citing "LightRAG: Simple and Fast Retrieval-Augmented Generation"

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Title
HyperbolicRAG: Enhancing Retrieval-Augmented Generation with Hyperbolic Representations Linxiao Cao Ruitao Wang Jindong Li Zhipeng Zhou Menglin Yang 124 0 0 24 Nov 2025
Grounded by Experience: Generative Healthcare Prediction Augmented with Hierarchical Agentic Retrieval Chuang Zhao Hui Tang Hongke Zhao Xiaofang Zhou Xiaomeng Li 57 0 0 17 Nov 2025
Hi-Reco: High-Fidelity Real-Time Conversational Digital Humans Hongbin Huang Junwei Li Tianxin Xie Zhuang Li Cekai Weng ... Yue Luo Li Liu Jing Tang Zhijing Shao Zeyu Wang 33 1 0 16 Nov 2025
Pedagogical Reflections on the Holistic Cognitive Development (HCD) Framework and AI-Augmented Learning in Creative Computing BHojan Anand 40 0 0 10 Nov 2025
ExpReS-VLA: Specializing Vision-Language-Action Models Through Experience Replay and Retrieval Shahram Najam Syed Yatharth Ahuja Arthur Jakobsson Jeff Ichnowski VLM 61 0 0 09 Nov 2025
KGFR: A Foundation Retriever for Generalized Knowledge Graph Question Answering Yuanning Cui Zequn Sun Wei Hu Zhangjie Fu RALM 194 0 0 06 Nov 2025
PROPEX-RAG: Enhanced GraphRAG using Prompt-Driven Prompt Execution Tejas Sarnaik Manan Shah Ravi Hegde LRM 152 0 0 03 Nov 2025
AGRAG: Advanced Graph-based Retrieval-Augmented Generation for LLMs Y. Wang Haoyang Li Fei Teng Lei Chen LRM 64 0 0 02 Nov 2025
Graph-Guided Concept Selection for Efficient Retrieval-Augmented Generation Ziyu Liu Y. Liu Jianfei Yuan Minzhi Yan Le Yue Honghui Xiong Yi Yang 53 0 0 28 Oct 2025
HA-RAG: Hotness-Aware RAG Acceleration via Mixed Precision and Data Placement Danying Ge Jianhua Gao Yixue Yang Weixing Ji 109 0 0 23 Oct 2025
WebGraphEval: Multi-Turn Trajectory Evaluation for Web Agents using Graph Representation Yaoyao Qian Yuanli Wang Jinda Zhang Yun Zong Meixu Chen ... Jindan Huang Yifan Zeng Xinyu Hu Chan Hee Song Danqing Zhang 60 0 0 22 Oct 2025
LightMem: Lightweight and Efficient Memory-Augmented Generation Jizhan Fang Xinle Deng Haoming Xu Ziyan Jiang Yuqi Tang ... Yunzhi Yao Mengru Wang Shuofei Qiao Huajun Chen Ningyu Zhang 73 3 0 21 Oct 2025
AtlasKV: Augmenting LLMs with Billion-Scale Knowledge Graphs in 20GB VRAM Haoyu Huang Hong Ting Tsang Jiaxin Bai Xi Peng Gong Zhang Yangqiu Song VLM 110 0 0 20 Oct 2025
Right Answer at the Right Time - Temporal Retrieval-Augmented Generation via Graph Summarization Zulun Zhu Haoyu Liu Mengke He Siqiang Luo RALM 102 0 0 19 Oct 2025
RAG Meets Temporal Graphs: Time-Sensitive Modeling and Retrieval for Evolving Knowledge Jiale Han Austin Cheung Yubai Wei Zheng Yu Xusheng Wang Bing Zhu Yi Yang 92 1 0 15 Oct 2025
ReMindRAG: Low-Cost LLM-Guided Knowledge Graph Traversal for Efficient RAG Yikuan Hu Jifeng Zhu Lanrui Tang Chen Huang 144 0 0 15 Oct 2025
Query-Specific GNN: A Comprehensive Graph Representation Learning Method for Retrieval Augmented Generation Yuchen Yan Zhihua Liu Hao Wang Weiming Li Xiaoshuai Hao 56 0 0 13 Oct 2025
LinearRAG: Linear Graph Retrieval Augmented Generation on Large-scale Corpora Luyao Zhuang Shengyuan Chen Yilin Xiao Huachi Zhou Y. Zhang Hao Chen Qinggang Zhang Xiao Shi Huang AI4TS 229 1 0 11 Oct 2025
Mutual Learning for Hashing: Unlocking Strong Hash Functions from Weak Supervision Xiaoxu Ma Runhao Li Zhenyu Weng 84 0 0 09 Oct 2025
Understanding DeepResearch via Reports Tianyu Fan Xinyao Niu Yuxiang Zheng Fengji Zhang Chengen Huang B. Chen Junyang Lin Chao Huang LLMAG 77 0 0 09 Oct 2025
StepChain GraphRAG: Reasoning Over Knowledge Graphs for Multi-Hop Question Answering Tengjun Ni Xin Yuan Shenghong Li Kai Wu Ren Ping Liu W. Ni Wenjie Zhang LRM 86 0 0 03 Oct 2025
Knowledge-Graph Based RAG System Evaluation Framework Sicheng Dong Vahid Zolfaghari Nenad Petrovic Alois C. Knoll 106 0 0 02 Oct 2025
Graph-S3: Enhancing Agentic textual Graph Retrieval with Synthetic Stepwise Supervision Ge Chang Jinbo Su Jiacheng Liu Pengfei Yang Yuhao Shang Huiwen Zheng Hongli Ma Yan Liang Y. Li Yunxin Liu RALM LRM 86 0 0 01 Oct 2025
RE-Searcher: Robust Agentic Search with Goal-oriented Planning and Self-reflection Daocheng Fu Jianbiao Mei Licheng Wen Xuemeng Yang Cheng Yang ... Xinyu Cai Pinlong Cai Botian Shi Yong-Jin Liu Yu Qiao LLMAG LRM 108 0 0 30 Sep 2025
Lightweight Structured Multimodal Reasoning for Clinical Scene Understanding in Robotics Saurav Jha Stefan K. Ehrlich LM&Ro 41 0 0 26 Sep 2025
GraphSearch: An Agentic Deep Searching Workflow for Graph Retrieval-Augmented Generation Cehao Yang Xiaojun Wu Xueyuan Lin Chengjin Xu Xuhui Jiang Yuanliang Sun Jia Li Hui Xiong Jian Guo 138 0 0 26 Sep 2025
Eigen-1: Adaptive Multi-Agent Refinement with Monitor-Based RAG for Scientific Reasoning Xiangru Tang Wanghan Xu Yujie Wang Qiantai Feng Daniel Shao ... Lei Bai Z. Yin Philip Torr Hanrui Wang Di Jin LLMAG LRM 135 0 0 25 Sep 2025
Query-Centric Graph Retrieval Augmented Generation Yaxiong Wu Jianyuan Bo Yongyue Zhang Sheng Liang Yong Liu 53 0 0 25 Sep 2025
SGMem: Sentence Graph Memory for Long-Term Conversational Agents Yaxiong Wu Yongyue Zhang Sheng Liang Yong Liu LLMAG RALM 144 1 0 25 Sep 2025
Meta-Memory: Retrieving and Integrating Semantic-Spatial Memories for Robot Spatial Reasoning Yufan Mao Hanjing Ye Wenlong Dong Chengjie Zhang Hong Zhang LM&Ro 44 0 0 25 Sep 2025
TERAG: Token-Efficient Graph-Based Retrieval-Augmented Generation Qiao Xiao Hong Ting Tsang Jiaxin Bai 3DV 300 0 0 23 Sep 2025
Enhancing Video Large Language Models with Structured Multi-Video Collaborative Reasoning Zhihao He Tianyao He Yun Xu Yun Xu Huabin Liu Chaofan Gan Gui Zou W. Lin 112 1 0 16 Sep 2025
Aligning LLMs for the Classroom with Knowledge-Based Retrieval -- A Comparative RAG Study Amay Jain Liu Cui Si Chen RALM AI4Ed 177 0 0 09 Sep 2025
Addressing accuracy and hallucination of LLMs in Alzheimer's disease research through knowledge graphs Tingxuan Xu Jiarui Feng Justin Melendez Kaleigh Roberts Donghong Cai Mingfang Zhu Donald Elbert Yixin Chen Randall J. Bateman 63 0 0 28 Aug 2025
Youtu-GraphRAG: Vertically Unified Agents for Graph Retrieval-Augmented Complex Reasoning Hao-Heng Chen Siyu An Yifei Yu Qian-Wen Zhang Linhao Luo Xiao Huang Yunsheng Wu Di Yin Xing Sun 150 2 0 27 Aug 2025
Multilevel Analysis of Cryptocurrency News using RAG Approach with Fine-Tuned Mistral Large Language Model Bohdan M. Pavlyshenko 72 1 0 25 Aug 2025
Flexible metadata harvesting for ecology using large language models Zehao Lu Thijs L van der Plas Parinaz Rashidi W. Daniel Kissling Ioannis Athanasiadis 60 1 0 21 Aug 2025
MedKGent: A Large Language Model Agent Framework for Constructing Temporally Evolving Medical Knowledge Graph Duzhen Zhang Zixiao Wang Zhong-Zhi Li Yahan Yu Shuncheng Jia ... Yingying Zhang Tielin Zhang Jie Yang Xiuying Chen Le Song MedIm AI4MH 232 0 0 17 Aug 2025
Reasoning through Exploration: A Reinforcement Learning Framework for Robust Function Calling Bingguang Hao Xinjian Zhao Zengzhuang Xu Yicheng Chen Yicheng Chen ... Dong Wang Xiangyu Zhao Jinjie Gu Chenyi Zhuang Ji Zhang OffRL LRM 150 0 0 07 Aug 2025
mKG-RAG: Multimodal Knowledge Graph-Enhanced RAG for Visual Question Answering Xu Yuan Liangbo Ning Wenqi Fan Qing Li 114 2 0 07 Aug 2025
Are We on the Right Way for Assessing Document Retrieval-Augmented Generation? Wenxuan Shen Mingjia Wang Yaochen Wang Dongping Chen Junjie Yang Yao Wan Weiwei Lin RALM 109 1 0 05 Aug 2025
Prompting Large Language Models with Partial Knowledge for Answering Questions with Unseen Entities Zhichao Yan Jiapu Wang Jiaoyan Chen Yanyan Wang Hongye Tan Jiye Liang Xiaoli Li Ru Li Jeff Z.Pan RALM 82 2 0 02 Aug 2025
MemOS: A Memory OS for AI System Ruoyao Xiao Shichao Song Chenyang Xi Hanyu Wang Chen Tang ... Wentao Zhang Zhi-Qin John Xu S. Chen Feiyu Xiong Feiyu Xiong KELM RALM 349 22 0 04 Jul 2025
RAG-R1: Incentivizing the Search and Reasoning Capabilities of LLMs through Multi-query Parallelism Zhiwen Tan Jiaming Huang Qintong Wu Hongxuan Zhang Chenyi Zhuang Jinjie Gu ReLM RALM LRM 257 5 0 30 Jun 2025
Engineering RAG Systems for Real-World Applications: Design, Development, and EvaluationEUROMICRO Conference on Software Engineering and Advanced Applications (EUROMICRO-SEAA), 2025 Md Toufique Hasan Muhammad Waseem Kai-Kristian Kemell Ayman Asad Khan Mika Saari Pekka Abrahamsson 209 2 0 25 Jun 2025
AdaVideoRAG: Omni-Contextual Adaptive Retrieval-Augmented Efficient Long Video Understanding Zhucun Xue Jiangning Zhang Xurong Xie Yuxuan Cai Yong-Jin Liu Xiangtai Li Dacheng Tao VGen VLM 250 4 0 16 Jun 2025
Disentangling Dual-Encoder Masked Autoencoder for Respiratory Sound Classification Peidong Wei Shiyu Miao Lin Li Shiyu Miao Lin Li 324 4 0 12 Jun 2025
KG-Infused RAG: Augmenting Corpus-Based RAG with External Knowledge Graphs Dingjun Wu Y. Yan Zhenghao Liu Zhiyuan Liu Maosong Sun 197 2 0 11 Jun 2025
Respecting Temporal-Causal Consistency: Entity-Event Knowledge Graphs for Retrieval-Augmented Generation Ze Yu Zhang Ruoyao Xiao Yaliang Li Bolin Ding Bryan Kian Hsiang Low 205 0 0 06 Jun 2025
GraphRAG-Bench: Challenging Domain-Specific Reasoning for Evaluating Graph Retrieval-Augmented Generation Yilin Xiao Hao-Heng Chen Chuang Zhou Su Dong Qianwen Zhang Di Yin Xing Sun Yi-Ju Chang LRM 258 6 0 03 Jun 2025