GraphLLM: Boosting Graph Reasoning Ability of Large Language Model

GraphLLM: Boosting Graph Reasoning Ability of Large Language Model

9 October 2023

ArXiv (abs)PDF HTML

Papers citing "GraphLLM: Boosting Graph Reasoning Ability of Large Language Model"

15 / 15 papers shown

Title
Towards Multi-modal Graph Large Language Model Xin Wang Zeyang Zhang Linxin Xiao Haibo Chen Chendi Ge Wenwu Zhu 56 0 0 11 Jun 2025
Masked Language Models are Good Heterogeneous Graph Generalizers Jinyu Yang Cheng Yang Shanyuan Cui Zeyuan Guo Liangwei Yang Muhan Zhang Chuan Shi 70 0 0 06 Jun 2025
Language Model-Enhanced Message Passing for Heterophilic Graph Learning Wenjun Wang Dawei Cheng 47 0 0 26 May 2025
RTL++: Graph-enhanced LLM for RTL Code Generation Mohammad Akyash Kimia Azar Hadi Kamali 49 0 0 11 May 2025
Scalability Matters: Overcoming Challenges in InstructGLM with Similarity-Degree-Based Sampling Hyun Lee Chris Yi Maminur Islam B.D.S. Aritra 74 0 0 02 May 2025
GraphThought: Graph Combinatorial Optimization with Thought Generation Zixiao Huang Lifeng Guo Wenhao Li Junjie Sheng Chuyun Shen Haosheng Chen Bo Jin Changhong Lu Xiangfeng Wang LRM AI4CE 68 0 0 17 Feb 2025
The Graph's Apprentice: Teaching an LLM Low Level Knowledge for Circuit Quality Estimation Reza Moravej Saurabh Bodhe Zhanguang Zhang Didier Chetelat Dimitrios Tsaras Yingxue Zhang Hui-Ling Zhen Jianye Hao Mingxuan Yuan 121 2 0 17 Feb 2025
A Hierarchical Language Model For Interpretable Graph Reasoning Sambhav Khurana Xiner Li Shurui Gui Shuiwang Ji LRM 120 0 0 29 Oct 2024
GraphTeam: Facilitating Large Language Model-based Graph Analysis via Multi-Agent Collaboration Xin Sky Li Qizhi Chu Yuxiao Chen Yang Liu Yaoqi Liu Zekai Yu Weize Chen Chen Qian C. Shi Cheng Yang LLMAG 142 2 0 23 Oct 2024
Can Large Language Models Analyze Graphs like Professionals? A Benchmark, Datasets and Models Xin Sky Li Weize Chen Qizhi Chu Haopeng Li Zhaojun Sun ... Yiwei Wei Zhiyuan Liu Chuan Shi Maosong Sun Cheng Yang 123 6 0 29 Sep 2024
A Survey of Large Language Models on Generative Graph Analytics: Query, Learning, and Applications Wenbo Shang Xin Huang 124 9 0 23 Apr 2024
Can LLMs Understand Computer Networks? Towards a Virtual System Administrator Denis Donadel Francesco Marchiori Luca Pajola Mauro Conti 109 9 0 19 Apr 2024
HiGPT: Heterogeneous Graph Language Model Jiabin Tang Yuhao Yang Wei Wei Lei Shi Long Xia Dawei Yin Chao Huang 120 27 0 25 Feb 2024
Demystifying Chains, Trees, and Graphs of Thoughts Maciej Besta Florim Memedi Zhenyu Zhang Robert Gerstenberger Guangyuan Piao ... Aleš Kubíček H. Niewiadomski Aidan O'Mahony Onur Mutlu Torsten Hoefler AI4CE LRM 364 33 0 25 Jan 2024
Large Language Models as Topological Structure Enhancers for Text-Attributed Graphs Shengyin Sun Yuxiang Ren Chen Ma Xuecang Zhang 241 24 0 24 Nov 2023