Graph-based Approaches and Functionalities in Retrieval-Augmented Generation: A Comprehensive Survey

Graph-based Approaches and Functionalities in Retrieval-Augmented Generation: A Comprehensive Survey

8 April 2025

Tiancheng Huang

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Papers citing "Graph-based Approaches and Functionalities in Retrieval-Augmented Generation: A Comprehensive Survey"

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Title
LiCoMemory: Lightweight and Cognitive Agentic Memory for Efficient Long-Term Reasoning Zhengjun Huang Zhoujin Tian Qintian Guo Fangyuan Zhang Yingli Zhou Di Jiang Xiaofang Zhou LLMAG RALM 236 1 0 03 Nov 2025
PRoH: Dynamic Planning and Reasoning over Knowledge Hypergraphs for Retrieval-Augmented Generation Xiangjun Zai Xingyu Tan Xiaoyang Wang Qing Liu Xiwei Xu Wenjie Zhang 61 0 0 14 Oct 2025
Integrating Sequential and Relational Modeling for User Events: Datasets and Prediction Tasks Rizal Fathony Igor Melnyk Owen Reinert Nam H. Nguyen Daniele Rosa C. Bayan Bruss AI4TS 278 1 0 13 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
Matching Game Preferences Through Dialogical Large Language Models: A PerspectiveApplied Sciences (AS), 2025 Renaud Fabre D. Egret P. Bellot 191 0 0 26 Jul 2025
Conversational Intent-Driven GraphRAG: Enhancing Multi-Turn Dialogue Systems through Adaptive Dual-Retrieval of Flow Patterns and Context Semantics Ziqi Zhu Tao Hu Honglong Zhang Dan Yang HanGeng Chen Mengran Zhang Xilun Chen 81 0 0 24 Jun 2025
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning DeepSeek-AI Daya Guo Dejian Yang Haowei Zhang Junxiao Song ... Shiyu Wang S. Yu Shunfeng Zhou Shuting Pan S.S. Li ReLM VLM OffRL AI4TS LRM 1.0K 5,096 0 22 Jan 2025
A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models Qinggang Zhang Shengyuan Chen Yuanchen Bei Zheng Yuan Huachi Zhou ... Hao-Heng Chen Chuang Zhou Yi-Ju Chang Yi-Ju Chang Xiao Huang 3DV 474 60 0 21 Jan 2025
Large Language Models: A Survey Shervin Minaee Tomas Mikolov Narjes Nikzad M. Asgari-Chenaghlu R. Socher Xavier Amatriain Jianfeng Gao ALM LM&MA ELM 683 721 0 09 Feb 2024
Demystifying Chains, Trees, and Graphs of ThoughtsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Maciej Besta Florim Memedi Zhenyu Zhang Robert Gerstenberger Guangyuan Piao ... Aleš Kubíček H. Niewiadomski Aidan O'Mahony Onur Mutlu Torsten Hoefler AI4CE LRM 883 49 0 25 Jan 2024