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2311.09862
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Which Modality should I use -- Text, Motif, or Image? : Understanding Graphs with Large Language Models
16 November 2023
Debarati Das
Ishaan Gupta
Jaideep Srivastava
Dongyeop Kang
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Papers citing
"Which Modality should I use -- Text, Motif, or Image? : Understanding Graphs with Large Language Models"
13 / 13 papers shown
Title
Open the Eyes of MPNN: Vision Enhances MPNN in Link Prediction
Yanbin Wei
Xuehao Wang
Zhan Zhuang
Yang Chen
Shuhao Chen
Yulong Zhang
Yu-Jie Zhang
James T. Kwok
19
0
0
13 May 2025
Graph Drawing for LLMs: An Empirical Evaluation
Walter Didimo
Fabrizio Montecchiani
Tommaso Piselli
40
0
0
06 May 2025
GraphTeam: Facilitating Large Language Model-based Graph Analysis via Multi-Agent Collaboration
Xin Sky Li
Qizhi Chu
Y. Chen
Yang Liu
Yaoqi Liu
Zekai Yu
Weize Chen
Chen Qian
C. Shi
Cheng Yang
LLMAG
48
2
0
23 Oct 2024
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
SINKT: A Structure-Aware Inductive Knowledge Tracing Model with Large Language Model
Lingyue Fu
Hao Guan
Kounianhua Du
J. Lin
Wei Xia
Weinan Zhang
Ruiming Tang
Yasheng Wang
Yong Yu
AI4Ed
KELM
RALM
24
4
0
01 Jul 2024
LLM and GNN are Complementary: Distilling LLM for Multimodal Graph Learning
Junjie Xu
Zongyu Wu
Min Lin
Xiang Zhang
Suhang Wang
30
11
0
03 Jun 2024
A Survey of Large Language Models on Generative Graph Analytics: Query, Learning, and Applications
Wenbo Shang
Xin Huang
21
9
0
23 Apr 2024
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
Can LLMs Effectively Leverage Graph Structural Information through Prompts, and Why?
Jin Huang
Xingjian Zhang
Qiaozhu Mei
Jiaqi Ma
20
13
0
28 Sep 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4
Sébastien Bubeck
Varun Chandrasekaran
Ronen Eldan
J. Gehrke
Eric Horvitz
...
Scott M. Lundberg
Harsha Nori
Hamid Palangi
Marco Tulio Ribeiro
Yi Zhang
ELM
AI4MH
AI4CE
ALM
203
2,232
0
22 Mar 2023
Large Language Models are Zero-Shot Reasoners
Takeshi Kojima
S. Gu
Machel Reid
Yutaka Matsuo
Yusuke Iwasawa
ReLM
LRM
291
2,712
0
24 May 2022
GraphWorld: Fake Graphs Bring Real Insights for GNNs
John Palowitch
Anton Tsitsulin
Brandon Mayer
Bryan Perozzi
GNN
183
68
0
28 Feb 2022
Benchmarking Graph Neural Networks
Vijay Prakash Dwivedi
Chaitanya K. Joshi
Anh Tuan Luu
T. Laurent
Yoshua Bengio
Xavier Bresson
181
907
0
02 Mar 2020
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