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Descent Steps of a Relation-Aware Energy Produce Heterogeneous Graph Neural Networks

Descent Steps of a Relation-Aware Energy Produce Heterogeneous Graph Neural Networks

Hongjoon Ahn
You‐Jun Yang
Quan Gan
Taesup Moon
David Wipf
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Papers citing "Descent Steps of a Relation-Aware Energy Produce Heterogeneous Graph Neural Networks"

7 / 7 papers shown
Title
Efficient Link Prediction via GNN Layers Induced by Negative Sampling
Efficient Link Prediction via GNN Layers Induced by Negative Sampling
Yuxin Wang
Xiannian Hu
Quan Gan
Xuanjing Huang
Xipeng Qiu
David Wipf
70
4
0
31 Dec 2024
HERTA: A High-Efficiency and Rigorous Training Algorithm for Unfolded Graph Neural Networks
HERTA: A High-Efficiency and Rigorous Training Algorithm for Unfolded Graph Neural Networks
Yongyi Yang
Jiaming Yang
Wei Hu
Michal Dereziñski
48
0
0
26 Mar 2024
Spectral Heterogeneous Graph Convolutions via Positive Noncommutative Polynomials
Spectral Heterogeneous Graph Convolutions via Positive Noncommutative Polynomials
Mingguo He
Zhewei Wei
Shi Feng
Zhengjie Huang
Weibin Li
Yu Sun
Dianhai Yu
58
7
0
31 May 2023
Implicit vs Unfolded Graph Neural Networks
Implicit vs Unfolded Graph Neural Networks
Yongyi Yang
Tang Liu
Yangkun Wang
Zengfeng Huang
David Wipf
54
15
0
12 Nov 2021
Leveraging Meta-path Contexts for Classification in Heterogeneous Information Networks
Leveraging Meta-path Contexts for Classification in Heterogeneous Information Networks
Xiang Li
Danhao Ding
B. Kao
Yizhou Sun
N. Mamoulis
63
47
0
18 Dec 2020
Heterogeneous Graph Transformer
Heterogeneous Graph Transformer
Ziniu Hu
Yuxiao Dong
Kuansan Wang
Yizhou Sun
224
1,180
0
03 Mar 2020
A Survey on Knowledge Graphs: Representation, Acquisition and Applications
A Survey on Knowledge Graphs: Representation, Acquisition and Applications
Shaoxiong Ji
Shirui Pan
Min Zhang
Pekka Marttinen
Philip S. Yu
226
1,951
0
02 Feb 2020