logo
科言猫学术研究的AI总结
language
手机端手机端
  • Phone Feature微信小程序
简体中文简体中文
notice消息通知
博客博客
arrow
返回

GraphProbe: Knowledge Probing for Graph Representation Learning

delete2025-10-04
delete0
PRE
AI
M
Mingyu Zhao
X
Xingyu Huang
S
Songming Zhang
刘安齐 封面图
刘安齐 (Anqi Liu)
Z
Ziyu Lyu
Y
Yanlin Wang
崔丽欣 封面图
崔丽欣 (Lixin Cui)
白
白璐 (Lu Bai)
DOI：10.1016/j.patcog.2025.112518delete
delete原文链接
delete分享
delete收藏
摘要

摘要

En 中文
• 提出GraphProbe，一种用于图表示学习中知识探测的新型框架。 • 设计节点级/路径级/结构级探测器以探索固有的图属性编码。 • 构建基准测试（10种GNN模型，6个数据集）以验证GraphProbe的有效性。

期刊

Pattern Recognition 封面图
Pattern Recognition
IF:
7.6
论文数:
1.4W
被引数:
4.5W

机构

C
Central University of Finance and Economics
学者数:
560
论文数: 399
被引数: 2.8K
B
Beijing Normal University
学者数:
3.3W
论文数: 2.7W
被引数: 4.2W
S
sun yat-sen university
学者数:
1.9W
论文数: 6.4K
被引数: 14
S
Shenzhen Institute of Advanced Technology
学者数:
364
论文数: 205
被引数: 1
学者 查看更多机构
引用论文

引用论文

errInformation Retrieval
IF0
err2000-01-01
err0
PREAI
errAndrew Kachites McCallum; Kamal Nigam; Jason Rennie; Kristie Seymore
err分享
err收藏
A Set of Measures of Centrality Based on Betweenness
errSociometry
IF0
err1977-03-01
err0
PREAI
errLinton C. Freeman
err分享
err收藏
Power and Centrality: A Family of Measures
errAmerican Journal of Sociology
IF0
err1987-03-01
err0
PREAI
errPhillip Bonacich
err分享
err收藏
Protein function prediction via graph kernels
errBioinformatics
IF0
err2005-06-16
err0
errOAAI
errK. M. Borgwardt; C. S. Ong; S. Schonauer; S. V. N. Vishwanathan; A. J. Smola; H.-P. Kriegel
err分享
err收藏
The MovieLens DatasetsMovieLens数据集
errACM Transactions on Interactive Intelligent Systems
IF0
err2015-12-22
err0
PREAI
errF. Maxwell Harper; Joseph A. Konstan
err分享
err收藏
Structure-activity relationship of mutagenic aromatic and heteroaromatic nitro compounds. Correlation with molecular orbital energies and hydrophobicity
errJournal of Medicinal Chemistry
IF0
err2002-05-01
err0
PREAI
errAsim Kumar Debnath; Rosa L. Lopez de Compadre; Gargi Debnath; Alan J. Shusterman; Corwin Hansch
err分享
err收藏
Group Structure and the Behavior of Individuals in Small Groups小组结构和小团体中个人的行为
errThe Journal of Psychology
IF0
err1954-07-01
err0
PREAI
errMarvin E. Shaw
err分享
err收藏
Study on centrality measures in social networks: a survey
errSocial Network Analysis and Mining
IF0
err2018-02-28
err0
PREAI
errKousik Das; Sovan Samanta; Madhumangal Pal
err分享
err收藏
Dynamic Graph CNN for Learning on Point Clouds用于点云学习的动态图CNN
errACM TRANSACTIONS ON GRAPHICS
IF9.5
err2019-10-10
err4.0K
errOAAI
errWang, Yue; Sun, Yongbin; Liu, Ziwei; Sarma, Sanjay E.; Bronstein, Michael M.; Solomon, Justin M.
err分享
err收藏
没有更多内容