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Large Language Models as Topological Structure Enhancers for Text-Attributed Graphs

Large Language Models as Topological Structure Enhancers for Text-Attributed Graphs

24 November 2023
Shengyin Sun
Yuxiang Ren
Chen Ma
Xuecang Zhang
ArXivPDFHTML

Papers citing "Large Language Models as Topological Structure Enhancers for Text-Attributed Graphs"

20 / 20 papers shown
Title
Hyperbolic Contrastive Learning with Model-augmentation for Knowledge-aware Recommendation
Hyperbolic Contrastive Learning with Model-augmentation for Knowledge-aware Recommendation
Shengyin Sun
Chen Ma
37
2
0
13 May 2025
Attention Mechanisms Perspective: Exploring LLM Processing of Graph-Structured Data
Attention Mechanisms Perspective: Exploring LLM Processing of Graph-Structured Data
Zhong Guan
Likang Wu
Hongke Zhao
Ming He
Jianpin Fan
GNN
34
0
0
04 May 2025
Refining Interactions: Enhancing Anisotropy in Graph Neural Networks with Language Semantics
Refining Interactions: Enhancing Anisotropy in Graph Neural Networks with Language Semantics
Zhaoxing Li
Xiaoming Zhang
Haifeng Zhang
Chengxiang Liu
39
0
0
02 Apr 2025
USPilot: An Embodied Robotic Assistant Ultrasound System with Large Language Model Enhanced Graph Planner
USPilot: An Embodied Robotic Assistant Ultrasound System with Large Language Model Enhanced Graph Planner
Mingcong Chen
Siqi Fan
Guanglin Cao
Hongbin Liu
53
0
0
18 Feb 2025
Graph Reasoning with Large Language Models via Pseudo-code Prompting
Graph Reasoning with Large Language Models via Pseudo-code Prompting
Konstantinos Skianis
Giannis Nikolentzos
Michalis Vazirgiannis
LRM
ReLM
35
4
0
26 Sep 2024
Exploring the Potential of Large Language Models for Heterophilic Graphs
Exploring the Potential of Large Language Models for Heterophilic Graphs
Yuxia Wu
Shujie Li
Yuan Fang
Chuan Shi
41
1
0
26 Aug 2024
Molecular Graph Representation Learning Integrating Large Language
  Models with Domain-specific Small Models
Molecular Graph Representation Learning Integrating Large Language Models with Domain-specific Small Models
Tianyu Zhang
Yuxiang Ren
Chengbin Hou
Hairong Lv
Xuegong Zhang
AI4CE
34
1
0
19 Aug 2024
Enhancing Graph Neural Networks with Limited Labeled Data by Actively
  Distilling Knowledge from Large Language Models
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
46
0
0
19 Jul 2024
LangTopo: Aligning Language Descriptions of Graphs with Tokenized
  Topological Modeling
LangTopo: Aligning Language Descriptions of Graphs with Tokenized Topological Modeling
Zhong Guan
Hongke Zhao
Likang Wu
Ming He
Jianpin Fan
37
3
0
19 Jun 2024
LOGIN: A Large Language Model Consulted Graph Neural Network Training
  Framework
LOGIN: A Large Language Model Consulted Graph Neural Network Training Framework
Yiran Qiao
Xiang Ao
Yang Liu
Jiarong Xu
Xiaoqian Sun
Qing He
32
3
0
22 May 2024
Graph Machine Learning in the Era of Large Language Models (LLMs)
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
28
23
0
23 Apr 2024
Characterizing the Influence of Topology on Graph Learning Tasks
Characterizing the Influence of Topology on Graph Learning Tasks
Kailong Wu
Yule Xie
Jiaxin Ding
Yuxiang Ren
Luoyi Fu
Xinbing Wang
Cheng Zhou
26
0
0
11 Apr 2024
Distilling Large Language Models for Text-Attributed Graph Learning
Distilling Large Language Models for Text-Attributed Graph Learning
Bo Pan
Zhengwu Zhang
Yifei Zhang
Yuntong Hu
Liang Zhao
35
13
0
19 Feb 2024
G-Retriever: Retrieval-Augmented Generation for Textual Graph
  Understanding and Question Answering
G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering
Xiaoxin He
Yijun Tian
Yifei Sun
Nitesh V. Chawla
T. Laurent
Yann LeCun
Xavier Bresson
Bryan Hooi
RALM
104
68
0
12 Feb 2024
Advancing Graph Representation Learning with Large Language Models: A
  Comprehensive Survey of Techniques
Advancing Graph Representation Learning with Large Language Models: A Comprehensive Survey of Techniques
Qiheng Mao
Zemin Liu
Chenghao Liu
Zhuo Li
Jianling Sun
16
7
0
04 Feb 2024
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
152
130
0
29 Oct 2021
TextGNN: Improving Text Encoder via Graph Neural Network in Sponsored
  Search
TextGNN: Improving Text Encoder via Graph Neural Network in Sponsored Search
Jason Zhu
Yanling Cui
Yuming Liu
Hao-Lun Sun
Xue Li
Markus Pelger
Tianqi Yan
Liangjie Zhang
Ruofei Zhang
Huasha Zhao
AI4CE
72
74
0
15 Jan 2021
Pre-trained Models for Natural Language Processing: A Survey
Pre-trained Models for Natural Language Processing: A Survey
Xipeng Qiu
Tianxiang Sun
Yige Xu
Yunfan Shao
Ning Dai
Xuanjing Huang
LM&MA
VLM
243
1,450
0
18 Mar 2020
Scaling Laws for Neural Language Models
Scaling Laws for Neural Language Models
Jared Kaplan
Sam McCandlish
T. Henighan
Tom B. Brown
B. Chess
R. Child
Scott Gray
Alec Radford
Jeff Wu
Dario Amodei
228
4,460
0
23 Jan 2020
Efficient Estimation of Word Representations in Vector Space
Efficient Estimation of Word Representations in Vector Space
Tomáš Mikolov
Kai Chen
G. Corrado
J. Dean
3DV
233
31,253
0
16 Jan 2013
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