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LLM as GNN: Graph Vocabulary Learning for Text-Attributed Graph Foundation Models
v1v2v3 (latest)

LLM as GNN: Graph Vocabulary Learning for Text-Attributed Graph Foundation Models

5 March 2025
Xi Zhu
Haochen Xue
Ziwei Zhao
Wujiang Xu
Jingyuan Huang
Minghao Guo
Qifan Wang
Kaixiong Zhou
Yongfeng Zhang
Yongfeng Zhang
ArXiv (abs)PDFHTMLGithub (14★)

Papers citing "LLM as GNN: Graph Vocabulary Learning for Text-Attributed Graph Foundation Models"

12 / 12 papers shown
When Structure Doesn't Help: LLMs Do Not Read Text-Attributed Graphs as Effectively as We Expected
When Structure Doesn't Help: LLMs Do Not Read Text-Attributed Graphs as Effectively as We Expected
Haotian Xu
Yuning You
Tengfei Ma
166
0
0
20 Nov 2025
GRIP: In-Parameter Graph Reasoning through Fine-Tuning Large Language Models
GRIP: In-Parameter Graph Reasoning through Fine-Tuning Large Language Models
Jiarui Feng
Donghong Cai
Yixin Chen
Muhan Zhang
196
2
0
06 Nov 2025
GRAVER: Generative Graph Vocabularies for Robust Graph Foundation Models Fine-tuning
GRAVER: Generative Graph Vocabularies for Robust Graph Foundation Models Fine-tuning
Haonan Yuan
Qingyun Sun
Junhua Shi
Xingcheng Fu
Bryan Hooi
Jianxin Li
Philip S. Yu
VLM
296
7
0
05 Nov 2025
GraphShaper: Geometry-aware Alignment for Improving Transfer Learning in Text-Attributed Graphs
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
188
0
0
14 Oct 2025
Two Facets of the Same Optimization Coin: Model Degradation and Representation Collapse in Graph Foundation Models
Two Facets of the Same Optimization Coin: Model Degradation and Representation Collapse in Graph Foundation Models
Xunkai Li
Daohan Su
Sicheng Liu
Ru Zhang
Zhenjun Li
Bing Zhou
Rong-Hua Li
Guoren Wang
414
0
0
10 Sep 2025
ReaGAN: Node-as-Agent-Reasoning Graph Agentic Network
ReaGAN: Node-as-Agent-Reasoning Graph Agentic Network
Minghao Guo
Xi Zhu
Haochen Xue
Kai Mei
Yongfeng Zhang
Jingyuan Huang
Ziyi Ye
Yongfeng Zhang
GNN
439
2
0
01 Aug 2025
DGP: A Dual-Granularity Prompting Framework for Fraud Detection with Graph-Enhanced LLMs
DGP: A Dual-Granularity Prompting Framework for Fraud Detection with Graph-Enhanced LLMs
Yuan N. Li
Jun Hu
Bryan Hooi
Bingsheng He
Cheng Chen
AAML
228
4
0
29 Jul 2025
Two Heads are Better Than One: Test-time Scaling of Multi-agent Collaborative Reasoning
Two Heads are Better Than One: Test-time Scaling of Multi-agent Collaborative Reasoning
Can Jin
Hongwu Peng
Qixin Zhang
Yujin Tang
Dimitris N. Metaxas
Tong Che
LLMAGLRM
1.1K
34
0
14 Apr 2025
Towards Graph Foundation Models: A Transferability Perspective
Towards Graph Foundation Models: A Transferability Perspective
Longji Xu
Wenqi Fan
Suhang Wang
Yao Ma
306
7
0
13 Mar 2025
Knowledge Graph Pruning for Recommendation
Knowledge Graph Pruning for Recommendation
Fake Lin
Xi Zhu
Ziwei Zhao
Deqiang Huang
Yu Yu
Xueying Li
Zhi Zheng
Tong Xu
Enhong Chen
300
6
0
19 May 2024
Uncertainty Quantification on Graph Learning: A Survey
Uncertainty Quantification on Graph Learning: A Survey
Chao Chen
Chenghua Guo
Rui Xu
Xiangwen Liao
Xi Zhang
Sihong Xie
Hui Xiong
Mohit Bansal
Philip Yu
479
3
0
23 Apr 2024
GraphEdit: Large Language Models for Graph Structure Learning
GraphEdit: Large Language Models for Graph Structure Learning
Zirui Guo
Lianghao Xia
Yanhua Yu
Yuling Wang
Zixuan Yang
Zhiyong Huang
Chao Huang
491
50
0
23 Feb 2024
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