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Graph-Aware Language Model Pre-Training on a Large Graph Corpus Can Help
  Multiple Graph Applications

Graph-Aware Language Model Pre-Training on a Large Graph Corpus Can Help Multiple Graph Applications

5 June 2023
Han Xie
Da Zheng
Jun Ma
Houyu Zhang
V. Ioannidis
Xiang Song
Q. Ping
Sheng Wang
Carl Yang
Yi Xu
Belinda Zeng
Trishul M. Chilimbi
    AI4CE
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Papers citing "Graph-Aware Language Model Pre-Training on a Large Graph Corpus Can Help Multiple Graph Applications"

7 / 7 papers shown
Title
Lost-in-Distance: Impact of Contextual Proximity on LLM Performance in Graph Tasks
Lost-in-Distance: Impact of Contextual Proximity on LLM Performance in Graph Tasks
Hamed Firooz
Maziar Sanjabi
Wenlong Jiang
Xiaoling Zhai
41
3
0
03 Jan 2025
LightRAG: Simple and Fast Retrieval-Augmented Generation
LightRAG: Simple and Fast Retrieval-Augmented Generation
Zirui Guo
Lianghao Xia
Yanhua Yu
Tu Ao
Chao Huang
47
11
0
08 Oct 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
29
1
0
26 Aug 2024
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
24
13
0
25 Sep 2023
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
128
95
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
60
74
0
15 Jan 2021
Heterogeneous Graph Transformer
Heterogeneous Graph Transformer
Ziniu Hu
Yuxiao Dong
Kuansan Wang
Yizhou Sun
167
1,157
0
03 Mar 2020
1