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Using Large Language Models to Tackle Fundamental Challenges in Graph Learning: A Comprehensive Survey

Using Large Language Models to Tackle Fundamental Challenges in Graph Learning: A Comprehensive Survey

24 May 2025
Mengran Li
Pengyu Zhang
Wenbin Xing
Yijia Zheng
Klim Zaporojets
Junzhou Chen
Ronghui Zhang
Yong Zhang
Siyuan Gong
Jia Hu
Xiaolei Ma
Zhiyuan Liu
Paul Groth
Marcel Worring
    AI4CE
ArXiv (abs)PDFHTML

Papers citing "Using Large Language Models to Tackle Fundamental Challenges in Graph Learning: A Comprehensive Survey"

11 / 11 papers shown
Title
MM-STFlowNet: A Transportation Hub-Oriented Multi-Mode Passenger Flow Prediction Method via Spatial-Temporal Dynamic Graph Modeling
MM-STFlowNet: A Transportation Hub-Oriented Multi-Mode Passenger Flow Prediction Method via Spatial-Temporal Dynamic Graph Modeling
Ronghui Zhang
Wenbin Xing
Mengran Li
Zihan Wang
Junzhou Chen
Xiaolei Ma
Zhiyuan Liu
Zhengbing He
AI4TS
160
1
0
08 Apr 2025
LLM-Empowered Class Imbalanced Graph Prompt Learning for Online Drug Trafficking Detection
Tianyi Ma
Yiyue Qian
Zehong Wang
Zheyuan Zhang
Chuxu Zhang
Yanfang Ye
85
3
0
28 Feb 2025
A Survey of Link Prediction in Temporal Networks
A Survey of Link Prediction in Temporal Networks
Jiafeng Xiong
Ahmad Zareie
Rizos Sakellariou
AI4TSAI4CE
83
2
0
28 Feb 2025
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things
Mengran Li
Junzhou Chen
Chenyun Yu
Guanying Jiang
Ronghui Zhang
Yanming Shen
Houbing Song
89
2
0
20 Jan 2025
AttriReBoost: A Gradient-Free Propagation Optimization Method for Cold Start Mitigation in Attribute Missing Graphs
Mengran Li
Chaojun Ding
Junzhou Chen
Wenbin Xing
Cong Ye
Ronghui Zhang
Songlin Zhuang
Jia Hu
Tony Z. Qiu
Huijun Gao
46
1
0
03 Jan 2025
GraphCLIP: Enhancing Transferability in Graph Foundation Models for Text-Attributed Graphs
GraphCLIP: Enhancing Transferability in Graph Foundation Models for Text-Attributed Graphs
Yun Zhu
Haizhou Shi
Xiaotang Wang
Yongchao Liu
Yaoke Wang
Boci Peng
Chuntao Hong
Siliang Tang
VLM
181
15
0
14 Oct 2024
Temporal Knowledge Graph Question Answering: A Survey
Temporal Knowledge Graph Question Answering: A Survey
Miao Su
Zixuan Li
Zhuo Chen
Long Bai
Xiaolong Jin
Jiafeng Guo
109
4
0
20 Jun 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
136
24
0
23 Feb 2024
Large Language Models as Topological Structure Enhancers for Text-Attributed Graphs
Large Language Models as Topological Structure Enhancers for Text-Attributed Graphs
Shengyin Sun
Yuxiang Ren
Chen Ma
Xuecang Zhang
238
24
0
24 Nov 2023
TouchUp-G: Improving Feature Representation through Graph-Centric Finetuning
TouchUp-G: Improving Feature Representation through Graph-Centric Finetuning
Jing Zhu
Xiang Song
V. Ioannidis
Danai Koutra
Christos Faloutsos
176
15
0
25 Sep 2023
Exploring Large Language Models for Knowledge Graph Completion
Exploring Large Language Models for Knowledge Graph Completion
Liang Yao
Jiazhen Peng
Chengsheng Mao
Yuan Luo
125
40
0
26 Aug 2023
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