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Label-free Node Classification on Graphs with Large Language Models
  (LLMS)

Label-free Node Classification on Graphs with Large Language Models (LLMS)

7 October 2023
Zhikai Chen
Haitao Mao
Hongzhi Wen
Haoyu Han
Wei-dong Jin
Haiyang Zhang
Hui Liu
Jiliang Tang
ArXivPDFHTML

Papers citing "Label-free Node Classification on Graphs with Large Language Models (LLMS)"

49 / 49 papers shown
Title
Exploiting Text Semantics for Few and Zero Shot Node Classification on Text-attributed Graph
Exploiting Text Semantics for Few and Zero Shot Node Classification on Text-attributed Graph
Yuxiang Wang
Xiao Yan
Shiyu Jin
Quanqing Xu
Chuang Hu
Yuanyuan Zhu
Bo Du
Jia Wu
Jiawei Jiang
14
0
0
13 May 2025
Toward General and Robust LLM-enhanced Text-attributed Graph Learning
Toward General and Robust LLM-enhanced Text-attributed Graph Learning
Zihao Zhang
Xunkai Li
R. Li
Bing Zhou
Zhenjun Li
Guoren Wang
34
0
0
03 Apr 2025
Graph ODEs and Beyond: A Comprehensive Survey on Integrating Differential Equations with Graph Neural Networks
Graph ODEs and Beyond: A Comprehensive Survey on Integrating Differential Equations with Graph Neural Networks
Z. Liu
Xiaoda Wang
Bohan Wang
Zijie Huang
Carl Yang
Wei-dong Jin
AI4TS
AI4CE
50
0
0
29 Mar 2025
Few-Shot Graph Out-of-Distribution Detection with LLMs
Few-Shot Graph Out-of-Distribution Detection with LLMs
Haoyan Xu
Zhengtao Yao
Yushun Dong
Z. Wang
Ryan Rossi
Mengyuan Li
Y. Zhao
OODD
56
2
0
28 Mar 2025
Data-centric Federated Graph Learning with Large Language Models
Data-centric Federated Graph Learning with Large Language Models
Bo Yan
Zhongjian Zhang
Huabin Sun
Mengmei Zhang
Yang Cao
C. Shi
FedML
63
0
0
25 Mar 2025
TacticExpert: Spatial-Temporal Graph Language Model for Basketball Tactics
Xu Lingrui
Liu Mandi
Zhang Lei
44
0
0
13 Mar 2025
LLM as GNN: Graph Vocabulary Learning for Text-Attributed Graph Foundation Models
Xi Zhu
Haochen Xue
Ziwei Zhao
Wujiang Xu
Jingyuan Huang
Minghao Guo
Qifan Wang
Kaixiong Zhou
Yongfeng Zhang
47
1
0
05 Mar 2025
Exploring Graph Tasks with Pure LLMs: A Comprehensive Benchmark and Investigation
Exploring Graph Tasks with Pure LLMs: A Comprehensive Benchmark and Investigation
Y. Wang
Xinnan Dai
Wenqi Fan
Yao Ma
67
1
0
26 Feb 2025
Context-Aware Deep Learning for Multi Modal Depression Detection
Context-Aware Deep Learning for Multi Modal Depression Detection
Genevieve Lam
Huang Dongyan
Weisi Lin
24
0
0
26 Dec 2024
GCoder: Improving Large Language Model for Generalized Graph Problem
  Solving
GCoder: Improving Large Language Model for Generalized Graph Problem Solving
Qifan Zhang
Xiaobin Hong
Jianheng Tang
Nuo Chen
Yuhan Li
Wenzhong Li
Jing Tang
Jia Li
OffRL
AI4CE
LRM
30
1
0
24 Oct 2024
Enhance Graph Alignment for Large Language Models
Enhance Graph Alignment for Large Language Models
Haitong Luo
Xuying Meng
Suhang Wang
Tianxiang Zhao
Fali Wang
Hanyun Cao
Yujun Zhang
51
1
0
15 Oct 2024
Let's Ask GNN: Empowering Large Language Model for Graph In-Context Learning
Let's Ask GNN: Empowering Large Language Model for Graph In-Context Learning
Zhengyu Hu
Yichuan Li
Zhengyu Chen
J. Wang
Han Liu
Kyumin Lee
Kaize Ding
GNN
85
1
0
09 Oct 2024
Enhancing Future Link Prediction in Quantum Computing Semantic Networks
  through LLM-Initiated Node Features
Enhancing Future Link Prediction in Quantum Computing Semantic Networks through LLM-Initiated Node Features
Gilchan Park
Paul Baity
Byung-Jun Yoon
Adolfy Hoisie
23
0
0
05 Oct 2024
GUNDAM: Aligning Large Language Models with Graph Understanding
GUNDAM: Aligning Large Language Models with Graph Understanding
Sheng Ouyang
Yulan Hu
Ge Chen
Yong Liu
AI4CE
18
3
0
30 Sep 2024
Can Large Language Models Analyze Graphs like Professionals? A Benchmark, Datasets and Models
Can Large Language Models Analyze Graphs like Professionals? A Benchmark, Datasets and Models
Xin Sky Li
Weize Chen
Qizhi Chu
Haopeng Li
Zhaojun Sun
...
Yiwei Wei
Zhiyuan Liu
Chuan Shi
Maosong Sun
Cheng Yang
32
5
0
29 Sep 2024
Large Language Models are Pattern Matchers: Editing Semi-Structured and
  Structured Documents with ChatGPT
Large Language Models are Pattern Matchers: Editing Semi-Structured and Structured Documents with ChatGPT
Irene Weber
KELM
AI4MH
27
0
0
12 Sep 2024
LLMs as Zero-shot Graph Learners: Alignment of GNN Representations with
  LLM Token Embeddings
LLMs as Zero-shot Graph Learners: Alignment of GNN Representations with LLM Token Embeddings
Duo Wang
Yuan Zuo
Fengzhi Li
Junjie Wu
18
7
0
25 Aug 2024
Can Large Language Models Improve the Adversarial Robustness of Graph
  Neural Networks?
Can Large Language Models Improve the Adversarial Robustness of Graph Neural Networks?
Zhongjian Zhang
Xiao Wang
Huichi Zhou
Yue Yu
Mengmei Zhang
Cheng Yang
Chuan Shi
AAML
27
7
0
16 Aug 2024
rLLM: Relational Table Learning with LLMs
rLLM: Relational Table Learning with LLMs
Weichen Li
Xiaotong Huang
Jianwu Zheng
Zheng Wang
Chaokun Wang
Li Pan
Jianhua Li
LMTD
29
2
0
29 Jul 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
39
0
0
19 Jul 2024
Learning on Graphs with Large Language Models(LLMs): A Deep Dive into
  Model Robustness
Learning on Graphs with Large Language Models(LLMs): A Deep Dive into Model Robustness
Kai Guo
Zewen Liu
Zhikai Chen
Hongzhi Wen
Wei Jin
Jiliang Tang
Yi Chang
AAML
16
0
0
16 Jul 2024
GLBench: A Comprehensive Benchmark for Graph with Large Language Models
GLBench: A Comprehensive Benchmark for Graph with Large Language Models
Yuhan Li
Peisong Wang
Xiao Zhu
Aochuan Chen
Haiyun Jiang
Deng Cai
Victor Wai Kin Chan
Jia Li
43
11
0
10 Jul 2024
ANAH-v2: Scaling Analytical Hallucination Annotation of Large Language
  Models
ANAH-v2: Scaling Analytical Hallucination Annotation of Large Language Models
Yuzhe Gu
Ziwei Ji
Wenwei Zhang
Chengqi Lyu
Dahua Lin
Kai Chen
HILM
34
5
0
05 Jul 2024
GraphArena: Evaluating and Exploring Large Language Models on Graph Computation
GraphArena: Evaluating and Exploring Large Language Models on Graph Computation
Jianheng Tang
Qifan Zhang
Yuhan Li
Nuo Chen
Jia Li
19
1
0
29 Jun 2024
Knowledge Distillation in Automated Annotation: Supervised Text
  Classification with LLM-Generated Training Labels
Knowledge Distillation in Automated Annotation: Supervised Text Classification with LLM-Generated Training Labels
Nicholas Pangakis
Samuel Wolken
25
15
0
25 Jun 2024
Can LLM Graph Reasoning Generalize beyond Pattern Memorization?
Can LLM Graph Reasoning Generalize beyond Pattern Memorization?
Yizhuo Zhang
Heng Wang
Shangbin Feng
Zhaoxuan Tan
Xiaochuang Han
Tianxing He
Yulia Tsvetkov
LRM
44
16
0
23 Jun 2024
Bridging Local Details and Global Context in Text-Attributed Graphs
Bridging Local Details and Global Context in Text-Attributed Graphs
Yaoke Wang
Yun Zhu
Wenqiao Zhang
Yueting Zhuang
Yunfei Li
Siliang Tang
21
6
0
18 Jun 2024
Text-space Graph Foundation Models: Comprehensive Benchmarks and New
  Insights
Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights
Zhikai Chen
Haitao Mao
Jingzhe Liu
Yu Song
Bingheng Li
...
Bahare Fatemi
Anton Tsitsulin
Bryan Perozzi
Hui Liu
Jiliang Tang
23
10
0
15 Jun 2024
Node-wise Filtering in Graph Neural Networks: A Mixture of Experts
  Approach
Node-wise Filtering in Graph Neural Networks: A Mixture of Experts Approach
Haoyu Han
Juanhui Li
Wei Huang
Xianfeng Tang
Hanqing Lu
Chen Luo
Hui Liu
Jiliang Tang
33
5
0
05 Jun 2024
Entity Alignment with Noisy Annotations from Large Language Models
Entity Alignment with Noisy Annotations from Large Language Models
Shengyuan Chen
Qinggang Zhang
Junnan Dong
Wen Hua
Qing Li
Xiao Huang
34
9
0
27 May 2024
GRAG: Graph Retrieval-Augmented Generation
GRAG: Graph Retrieval-Augmented Generation
Yuntong Hu
Zhihan Lei
Zhengwu Zhang
Bo Pan
Chen Ling
Liang Zhao
35
18
0
26 May 2024
A Survey of Large Language Models for Graphs
A Survey of Large Language Models for Graphs
Xubin Ren
Jiabin Tang
Dawei Yin
Nitesh V. Chawla
Chao Huang
21
30
0
10 May 2024
A Survey of Large Language Models on Generative Graph Analytics: Query,
  Learning, and Applications
A Survey of Large Language Models on Generative Graph Analytics: Query, Learning, and Applications
Wenbo Shang
Xin Huang
19
9
0
23 Apr 2024
Test-Time Training on Graphs with Large Language Models (LLMs)
Test-Time Training on Graphs with Large Language Models (LLMs)
Jiaxin Zhang
Yiqi Wang
Xihong Yang
Siwei Wang
Yu Feng
Yu Shi
Ruicaho Ren
En Zhu
Xinwang Liu
40
2
0
21 Apr 2024
MuseGraph: Graph-oriented Instruction Tuning of Large Language Models
  for Generic Graph Mining
MuseGraph: Graph-oriented Instruction Tuning of Large Language Models for Generic Graph Mining
Yanchao Tan
Hang Lv
Xin Huang
Jiawei Zhang
Shiping Wang
Carl Yang
34
10
0
02 Mar 2024
GraphWiz: An Instruction-Following Language Model for Graph Problems
GraphWiz: An Instruction-Following Language Model for Graph Problems
Nuo Chen
Yuhan Li
Jianheng Tang
Jia Li
35
13
0
25 Feb 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
27
13
0
19 Feb 2024
Microstructures and Accuracy of Graph Recall by Large Language Models
Microstructures and Accuracy of Graph Recall by Large Language Models
Yanbang Wang
Hejie Cui
Jon M. Kleinberg
31
2
0
19 Feb 2024
LLaGA: Large Language and Graph Assistant
LLaGA: Large Language and Graph Assistant
Runjin Chen
Tong Zhao
Ajay Jaiswal
Neil Shah
Zhangyang Wang
11
51
0
13 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
14
7
0
04 Feb 2024
Large Language Models on Graphs: A Comprehensive Survey
Large Language Models on Graphs: A Comprehensive Survey
Bowen Jin
Gang Liu
Chi Han
Meng-Long Jiang
Heng Ji
Jiawei Han
AI4CE
24
120
0
05 Dec 2023
A Survey of Graph Meets Large Language Model: Progress and Future
  Directions
A Survey of Graph Meets Large Language Model: Progress and Future Directions
Yuhan Li
Zhixun Li
Peisong Wang
Jia Li
Xiangguo Sun
Hongtao Cheng
Jeffrey Xu Yu
28
53
0
21 Nov 2023
Graph Agent: Explicit Reasoning Agent for Graphs
Graph Agent: Explicit Reasoning Agent for Graphs
Qinyong Wang
Zhenxiang Gao
Rong Xu
AI4CE
21
5
0
25 Oct 2023
GraphText: Graph Reasoning in Text Space
GraphText: Graph Reasoning in Text Space
Jianan Zhao
Le Zhuo
Yikang Shen
Meng Qu
Kai Liu
Michael M. Bronstein
Zhaocheng Zhu
Jian Tang
102
71
0
02 Oct 2023
Exploring the Potential of Large Language Models (LLMs) in Learning on
  Graphs
Exploring the Potential of Large Language Models (LLMs) in Learning on Graphs
Zhikai Chen
Haitao Mao
Hang Li
Wei Jin
Haifang Wen
...
Shuaiqiang Wang
Dawei Yin
Wenqi Fan
Hui Liu
Jiliang Tang
AI4CE
27
261
0
07 Jul 2023
Self-Consistency Improves Chain of Thought Reasoning in Language Models
Self-Consistency Improves Chain of Thought Reasoning in Language Models
Xuezhi Wang
Jason W. Wei
Dale Schuurmans
Quoc Le
Ed H. Chi
Sharan Narang
Aakanksha Chowdhery
Denny Zhou
ReLM
BDL
LRM
AI4CE
297
3,163
0
21 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Jason W. Wei
Xuezhi Wang
Dale Schuurmans
Maarten Bosma
Brian Ichter
F. Xia
Ed H. Chi
Quoc Le
Denny Zhou
LM&Ro
LRM
AI4CE
ReLM
315
8,261
0
28 Jan 2022
Active Learning for Graph Neural Networks via Node Feature Propagation
Active Learning for Graph Neural Networks via Node Feature Propagation
Yuexin Wu
Yichong Xu
Aarti Singh
Yiming Yang
A. Dubrawski
GNN
AI4CE
43
63
0
16 Oct 2019
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