GraphEdit: Large Language Models for Graph Structure Learning

GraphEdit: Large Language Models for Graph Structure Learning

23 February 2024

Lianghao Xia

Zhiyong Huang

Chao Huang

Papers citing "GraphEdit: Large Language Models for Graph Structure Learning"

17 / 17 papers shown

Title
Refining Interactions: Enhancing Anisotropy in Graph Neural Networks with Language Semantics Zhaoxing Li Xiaoming Zhang Haifeng Zhang Chengxiang Liu 29 0 0 02 Apr 2025
GraphMaster: Automated Graph Synthesis via LLM Agents in Data-Limited Environments Enjun Du Xunkai Li Tian Jin Zhihan Zhang R. Li Guoren Wang 36 0 0 01 Apr 2025
Few-Shot Graph Out-of-Distribution Detection with LLMs Haoyan Xu Zhengtao Yao Yushun Dong Z. Wang Ryan Rossi Mengyuan Li Y. Zhao OODD 46 2 0 28 Mar 2025
Rethinking Graph Structure Learning in the Era of LLMs Zhihan Zhang Xunkai Li Guang Zeng Hongchao Qin R. Li Guoren Wang 39 0 0 27 Mar 2025
LLM as GNN: Graph Vocabulary Learning for Text-Attributed Graph Foundation Models Xi Zhu Haochen Xue Ziwei Zhao Wujiang Xu Jingyuan Huang Minghao Guo Qifan Wang Kaixiong Zhou Yongfeng Zhang 45 1 0 05 Mar 2025
Trustworthy GNNs with LLMs: A Systematic Review and Taxonomy Ruizhan Xue Huimin Deng Fang He Maojun Wang Zeyu Zhang 68 0 0 12 Feb 2025
Bridging Large Language Models and Graph Structure Learning Models for Robust Representation Learning Guangxin Su Yifan Zhu Wenjie Zhang Hanchen Wang Ying Zhang 26 1 0 15 Oct 2024
Graph Reasoning with Large Language Models via Pseudo-code Prompting Konstantinos Skianis Giannis Nikolentzos Michalis Vazirgiannis LRM ReLM 18 3 0 26 Sep 2024
Can Large Language Models Improve the Adversarial Robustness of Graph Neural Networks? Zhongjian Zhang Xiao Wang Huichi Zhou Yue Yu Mengmei Zhang Cheng Yang Chuan Shi AAML 19 3 0 16 Aug 2024
Enhancing Graph Neural Networks with Limited Labeled Data by Actively Distilling Knowledge from Large Language Models Quan Li Tianxiang Zhao Lingwei Chen Junjie Xu Suhang Wang AI4CE 36 0 0 19 Jul 2024
Large Language Models for Link Stealing Attacks Against Graph Neural Networks Faqian Guan Tianqing Zhu Hui Sun Wanlei Zhou Philip S. Yu AAML 29 0 0 22 Jun 2024
LangTopo: Aligning Language Descriptions of Graphs with Tokenized Topological Modeling Zhong Guan Hongke Zhao Likang Wu Ming He Jianpin Fan 19 3 0 19 Jun 2024
A Survey of Large Language Models for Graphs Xubin Ren Jiabin Tang Dawei Yin Nitesh V. Chawla Chao Huang 19 30 0 10 May 2024
Graph Machine Learning in the Era of Large Language Models (LLMs) Wenqi Fan Shijie Wang Jiani Huang Zhikai Chen Yu Song ... Haitao Mao Hui Liu Xiaorui Liu Dawei Yin Qing Li AI4CE 24 21 0 23 Apr 2024
Knowledge Graph Large Language Model (KG-LLM) for Link Prediction Dong Shu Tianle Chen Mingyu Jin Chong Zhang Mengnan Du Yongfeng Zhang 19 22 0 12 Mar 2024
OpenGraph: Towards Open Graph Foundation Models Lianghao Xia Ben Kao Chao Huang AI4CE 22 33 0 02 Mar 2024
OpenGSL: A Comprehensive Benchmark for Graph Structure Learning Zhiyao Zhou Sheng Zhou Bochao Mao Xu Zhou Jiawei Chen Qiaoyu Tan Daochen Zha Yan Feng Chun-Yen Chen C. Wang 27 20 0 17 Jun 2023