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GAugLLM: Improving Graph Contrastive Learning for Text-Attributed Graphs
  with Large Language Models

GAugLLM: Improving Graph Contrastive Learning for Text-Attributed Graphs with Large Language Models

17 June 2024
Yi Fang
Dongzhe Fan
Daochen Zha
Qiaoyu Tan
ArXivPDFHTML

Papers citing "GAugLLM: Improving Graph Contrastive Learning for Text-Attributed Graphs with Large Language Models"

10 / 10 papers shown
Title
Integrating Structural and Semantic Signals in Text-Attributed Graphs with BiGTex
Integrating Structural and Semantic Signals in Text-Attributed Graphs with BiGTex
Azadeh Beiranvand
Seyed Mehdi Vahidipour
34
0
0
16 Apr 2025
Unifying Text Semantics and Graph Structures for Temporal Text-attributed Graphs with Large Language Models
Unifying Text Semantics and Graph Structures for Temporal Text-attributed Graphs with Large Language Models
Siwei Zhang
Yun Xiong
Yateng Tang
Xi Chen
Zian Jia
Zehao Gu
Jiarong Xu
Jiawei Zhang
AI4CE
75
1
0
18 Mar 2025
GRAPHGPT-O: Synergistic Multimodal Comprehension and Generation on Graphs
GRAPHGPT-O: Synergistic Multimodal Comprehension and Generation on Graphs
Yi Fang
Bowen Jin
Jiacheng Shen
Sirui Ding
Qiaoyu Tan
J. Han
57
1
0
17 Feb 2025
Towards Graph Prompt Learning: A Survey and Beyond
Towards Graph Prompt Learning: A Survey and Beyond
Qingqing Long
Yuchen Yan
Peiyan Zhang
Chen Fang
Wentao Cui
...
Shiyue Jiang
Zheng Fang
Chong Chen
Xian-Sheng Hua
Yuanchun Zhou
AI4CE
39
0
0
26 Aug 2024
GraphFM: A Comprehensive Benchmark for Graph Foundation Model
GraphFM: A Comprehensive Benchmark for Graph Foundation Model
Yuhao Xu
Xinqi Liu
Keyu Duan
Yi Fang
Yu-Neng Chuang
Daochen Zha
Qiaoyu Tan
AI4CE
35
1
0
12 Jun 2024
OpenGSL: A Comprehensive Benchmark for Graph Structure Learning
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
29
20
0
17 Jun 2023
Graph Contrastive Learning with Personalized Augmentation
Graph Contrastive Learning with Personalized Augmentation
X. Zhang
Qiaoyu Tan
Xiao Shi Huang
Bo-wen Li
38
15
0
14 Sep 2022
Augmentation-Free Self-Supervised Learning on Graphs
Augmentation-Free Self-Supervised Learning on Graphs
Namkyeong Lee
Junseok Lee
Chanyoung Park
62
203
0
05 Dec 2021
Node Feature Extraction by Self-Supervised Multi-scale Neighborhood
  Prediction
Node Feature Extraction by Self-Supervised Multi-scale Neighborhood Prediction
Eli Chien
Wei-Cheng Chang
Cho-Jui Hsieh
Hsiang-Fu Yu
Jiong Zhang
O. Milenkovic
Inderjit S Dhillon
154
130
0
29 Oct 2021
AutoGCL: Automated Graph Contrastive Learning via Learnable View
  Generators
AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators
Yihang Yin
Qingzhong Wang
Siyu Huang
Haoyi Xiong
Xiang Zhang
47
143
0
21 Sep 2021
1