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2503.03313
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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
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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
Haotian Xu
Yuning You
Tengfei Ma
166
0
0
20 Nov 2025
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
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
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
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
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
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
Can Jin
Hongwu Peng
Qixin Zhang
Yujin Tang
Dimitris N. Metaxas
Tong Che
LLMAG
LRM
1.1K
34
0
14 Apr 2025
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
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
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
Zirui Guo
Lianghao Xia
Yanhua Yu
Yuling Wang
Zixuan Yang
Zhiyong Huang
Chao Huang
491
50
0
23 Feb 2024
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