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Pitfalls in Link Prediction with Graph Neural Networks: Understanding
  the Impact of Target-link Inclusion & Better Practices

Pitfalls in Link Prediction with Graph Neural Networks: Understanding the Impact of Target-link Inclusion & Better Practices

1 June 2023
Jing Zhu
Yuhang Zhou
V. Ioannidis
Sheng Qian
Wei Ai
Xiang Song
Danai Koutra
ArXivPDFHTML

Papers citing "Pitfalls in Link Prediction with Graph Neural Networks: Understanding the Impact of Target-link Inclusion & Better Practices"

4 / 4 papers shown
Title
Explore Spurious Correlations at the Concept Level in Language Models
  for Text Classification
Explore Spurious Correlations at the Concept Level in Language Models for Text Classification
Yuhang Zhou
Paiheng Xu
Xiaoyu Liu
Bang An
Wei Ai
Furong Huang
LRM
63
20
0
15 Nov 2023
Don't Make Your LLM an Evaluation Benchmark Cheater
Don't Make Your LLM an Evaluation Benchmark Cheater
Kun Zhou
Yutao Zhu
Zhipeng Chen
Wentong Chen
Wayne Xin Zhao
Xu Chen
Yankai Lin
Ji-Rong Wen
Jiawei Han
ELM
99
136
0
03 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
34
13
0
25 Sep 2023
Representation Learning on Graphs with Jumping Knowledge Networks
Representation Learning on Graphs with Jumping Knowledge Networks
Keyulu Xu
Chengtao Li
Yonglong Tian
Tomohiro Sonobe
Ken-ichi Kawarabayashi
Stefanie Jegelka
GNN
217
1,726
0
09 Jun 2018
1