GraphText: Graph Reasoning in Text Space

2 October 2023

Jian Tang

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Papers citing "GraphText: Graph Reasoning in Text Space"

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Title
Large Language Models Meet Text-Attributed Graphs: A Survey of Integration Frameworks and Applications Guangxin Su Hanchen Wang Jianwei Wang Wenjie Zhang Ying Zhang Jian Pei 244 1 0 24 Oct 2025
H4G: Unlocking Faithful Inference for Zero-Shot Graph Learning in Hyperbolic Space Heng Zhang Tianyi Zhang Zijun Liu Yuling Shi Yaomin Shen Haochen You Haichuan Hu Lubin Gan Jin Huang 99 0 0 14 Oct 2025
GraphShaper: Geometry-aware Alignment for Improving Transfer Learning in Text-Attributed Graphs Heng Zhang Tianyi Zhang Yuling Shi Xiaodong Gu Yaomin Shen Haochen You Zijian Zhang Yilei Yuan Jin Huang 125 0 0 14 Oct 2025
Can Representation Gaps Be the Key to Enhancing Robustness in Graph-Text Alignment? Heng Zhang Tianyi Zhang Yuling Shi Xiaodong Gu Yaomin Shen Zijian Zhang Yilei Yuan Hao Zhang J. Huang 89 0 0 14 Oct 2025
Are LLMs Better GNN Helpers? Rethinking Robust Graph Learning under Deficiencies with Iterative Refinement Zhaoyan Wang Zheng Gao Arogya Kharel In-Young Ko 96 0 0 02 Oct 2025
Beyond Textual Context: Structural Graph Encoding with Adaptive Space Alignment to alleviate the hallucination of LLMs Y. Zhang Pengfei Duan Yiwen Yang Shengwu Xiong 76 0 0 26 Sep 2025
Zero-shot Graph Reasoning via Retrieval Augmented Framework with LLMs Hanqing Li Kiran Sheena Jyothi Henry Liang Sharika Mahadevan Diego Klabjan RALM LRM 136 0 0 16 Sep 2025
AssemMate: Graph-Based LLM for Robotic Assembly Assistance Qi Zheng Chaoran Zhang Zijian Liang Ente Lin Shubo Cui Qinghongbing Xie Zhaobo Xu Long Zeng 121 0 0 15 Sep 2025
GraphProp: Training the Graph Foundation Models using Graph Properties Ziheng Sun Qi Feng Lehao Lin Chris Ding Jicong Fan AI4CE 68 1 0 06 Aug 2025
Court of LLMs: Evidence-Augmented Generation via Multi-LLM Collaboration for Text-Attributed Graph Anomaly Detection Yiming Xu Jiarun Chen Zhen Peng Zihan Chen Qika Lin Lan Ma Bin Shi Bo Dong 103 1 0 01 Aug 2025
Matching Game Preferences Through Dialogical Large Language Models: A PerspectiveApplied Sciences (AS), 2025 Renaud Fabre D. Egret P. Bellot 231 0 0 26 Jul 2025
Quantizing Text-attributed Graphs for Semantic-Structural IntegrationKnowledge Discovery and Data Mining (KDD), 2025 Jianyuan Bo Hao Wu Yuan Fang 244 2 0 20 Jul 2025
MLaGA: Multimodal Large Language and Graph Assistant Dongzhe Fan Yi Fang Jiajin Liu Djellel Difallah Qiaoyu Tan 182 1 0 03 Jun 2025
Language Model-Enhanced Message Passing for Heterophilic Graph Learning Wenjun Wang Dawei Cheng 201 0 0 26 May 2025
A Survey of Large Language Models for Data Challenges in Graphs Mengran Li Pengyu Zhang Wenbin Xing Yijia Zheng Klim Zaporojets ... Jia Hu Xiaolei Ma Zhiyuan Liu Paul Groth Marcel Worring AI4CE 398 0 0 24 May 2025
Adaptive Tokenization: On the Hop-Overpriority Problem in Tokenized Graph Learning Models Zhibiao Wang Yunlong Zhou Ziwei Zhang Mengmei Zhang Shirui Pan Chunming Hu Xiao Wang 234 0 0 19 May 2025
Griffin: Towards a Graph-Centric Relational Database Foundation Model Yanbo Wang Xiyuan Wang Quan Gan Minjie Wang Qibin Yang David Wipf Muhan Zhang 770 4 0 08 May 2025
EventWeave: A Dynamic Framework for Capturing Core and Supporting Events in Dialogue Systems Zhengyi Zhao Shubo Zhang Yiming Du Bin Liang Baojun Wang Zhongyang Li Binyang Li Kam-Fai Wong 254 2 0 29 Mar 2025
Towards Graph Foundation Models: A Transferability Perspective Longji Xu Wenqi Fan Suhang Wang Yao Ma 235 5 0 13 Mar 2025
TacticExpert: Spatial-Temporal Graph Language Model for Basketball Tactics Xu Lingrui Liu Mandi Zhang Lei 245 1 0 13 Mar 2025
Controllable 3D Outdoor Scene Generation via Scene Graphs Yuheng Liu Xinke Li Yuning Zhang Lu Qi Xin Li Wenping Wang Chongshou Li Xueting Li Ming-Hsuan Yang 3DV 871 4 0 10 Mar 2025
Bridging Molecular Graphs and Large Language ModelsAAAI Conference on Artificial Intelligence (AAAI), 2025 Runze Wang Mingqi Yang Yanming Shen 371 2 0 05 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 Yongfeng Zhang 405 14 0 05 Mar 2025
Contextualizing biological perturbation experiments through languageInternational Conference on Learning Representations (ICLR), 2025 Menghua Wu Russell Littman Jacob Levine Lin Qiu Tommaso Biancalani David Richmond Jan-Christian Huetter 227 3 0 28 Feb 2025
Unlocking Multi-Modal Potentials for Link Prediction on Dynamic Text-Attributed Graphs Yuanyuan Xu Wenjie Zhang Yanzhe Zhang Xuemin Lin Xiwei Xu 346 0 0 27 Feb 2025
Exploring Graph Tasks with Pure LLMs: A Comprehensive Benchmark and Investigation Longji Xu Xinnan Dai Wenqi Fan Yao Ma 279 8 0 26 Feb 2025
G-Refer: Graph Retrieval-Augmented Large Language Model for Explainable RecommendationThe Web Conference (WWW), 2025 Yuhan Li Xinni Zhang Linhao Luo Heng Chang Yuxiang Ren Irwin King Jiajian Li 234 25 0 18 Feb 2025
GFT: Graph Foundation Model with Transferable Tree VocabularyNeural Information Processing Systems (NeurIPS), 2024 Zehong Wang Zheyuan Zhang Nitesh Chawla Chuxu Zhang Yanfang Ye 236 42 0 09 Nov 2024
A Hierarchical Language Model For Interpretable Graph Reasoning Sambhav Khurana Xiner Li Shurui Gui Shuiwang Ji LRM 348 0 0 29 Oct 2024
GraphTeam: Facilitating Large Language Model-based Graph Analysis via Multi-Agent Collaboration Xin Li Qizhi Chu Yuxiao Chen Y. Liu Yaoqi Liu Zekai Yu Weize Chen Chen Qian C. Shi Cheng Yang LLMAG 510 5 0 23 Oct 2024
Bridging Large Language Models and Graph Structure Learning Models for Robust Representation Learning Guangxin Su Yifan Zhu Wenjie Zhang Hanchen Wang Ying Zhang 334 3 0 15 Oct 2024
Enhance Graph Alignment for Large Language Models Haitong Luo Xuying Meng Suhang Wang Tianxiang Zhao Fali Wang Hanyun Cao Yujun Zhang 827 3 0 15 Oct 2024
GraphCLIP: Enhancing Transferability in Graph Foundation Models for Text-Attributed GraphsThe Web Conference (WWW), 2024 Yun Zhu Haizhou Shi Xiaotang Wang Yongchao Liu Yaoke Wang Boci Peng Chuntao Hong Siliang Tang VLM 523 34 0 14 Oct 2024
Graph Reasoning with Large Language Models via Pseudo-code Prompting Konstantinos Skianis Giannis Nikolentzos Michalis Vazirgiannis LRM ReLM 172 8 0 26 Sep 2024
LLMs generate structurally realistic social networks but overestimate political homophilyInternational Conference on Web and Social Media (ICWSM), 2024 Serina Chang Alicja Chaszczewicz Emma Wang Maya Josifovska Emma Pierson J. Leskovec 328 22 0 29 Aug 2024
Revisiting the Graph Reasoning Ability of Large Language Models: Case Studies in Translation, Connectivity and Shortest Path Xinnan Dai Qihao Wen Yifei Shen Hongzhi Wen Dongsheng Li Shucheng Zhou Caihua Shan LRM 288 5 0 18 Aug 2024
Graph Retrieval-Augmented Generation: A Survey Boci Peng Yun Zhu Yongchao Liu Xiaohe Bo Haizhou Shi Chuntao Hong Yan Zhang Siliang Tang 3DV 594 249 0 15 Aug 2024
Investigating Instruction Tuning Large Language Models on Graphs Kerui Zhu Bo-Wei Huang Sara Szymkuć Yizhu Jiao Ming Zhong Kevin Chang Shou-De Lin Jiawei Han 255 7 0 10 Aug 2024
GLBench: A Comprehensive Benchmark for Graph with Large Language Models Yuhan Li Peisong Wang Xiao Zhu Chenyi Zi Haiyun Jiang Deng Cai Victor Wai Kin Chan Jia Li 328 34 0 10 Jul 2024
Revisiting Random Walks for Learning on Graphs Jinwoo Kim Olga Zaghen Ayhan Suleymanzade Youngmin Ryou Seunghoon Hong 584 7 0 01 Jul 2024
Can LLM Graph Reasoning Generalize beyond Pattern Memorization? Yizhuo Zhang Heng Wang Shangbin Feng Zhaoxuan Tan Xiaochuang Han Tianxing He Yulia Tsvetkov LRM 220 45 0 23 Jun 2024
LangTopo: Aligning Language Descriptions of Graphs with Tokenized Topological Modeling Zhong Guan Hongke Zhao Likang Wu Ming He Jianpin Fan 163 4 0 19 Jun 2024
Enhancing Collaborative Semantics of Language Model-Driven Recommendations via Graph-Aware LearningIEEE Transactions on Knowledge and Data Engineering (TKDE), 2024 Zhong Guan Likang Wu Hongke Zhao Ming He Jianpin Fan 218 6 0 19 Jun 2024
DTGB: A Comprehensive Benchmark for Dynamic Text-Attributed Graphs Jiasheng Zhang Jialin Chen Menglin Yang Aosong Feng Shuang Liang Jie Shao Rex Ying 234 18 0 17 Jun 2024
Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights Zhikai Chen Haitao Mao Jingzhe Liu Yu Song Bingheng Li ... Bahare Fatemi Anton Tsitsulin Bryan Perozzi Hui Liu Shucheng Zhou 287 33 0 15 Jun 2024
Unleashing the Potential of Text-attributed Graphs: Automatic Relation Decomposition via Large Language Models Hyunjin Seo Taewon Kim J. Yang Eunho Yang 270 0 0 28 May 2024
Entity Alignment with Noisy Annotations from Large Language Models Shengyuan Chen Qinggang Zhang Hao-Heng Chen Wen Hua Qing Li Xiao Huang 317 24 0 27 May 2024
LOGIN: A Large Language Model Consulted Graph Neural Network Training Framework Yiran Qiao Xiang Ao Yang Liu Jiarong Xu Xiaoqian Sun Qing He 219 10 0 22 May 2024
A Survey of Large Language Models for Graphs Xubin Ren Jiabin Tang D. Yin Nitesh Chawla Chao Huang 243 88 0 10 May 2024
Enhancing Traffic Prediction with Textual Data Using Large Language Models Xiannan Huang 221 4 0 10 May 2024