"graph neural networks" Papers
308 papers found • Page 7 of 7
Conference
Uncertainty for Active Learning on Graphs
Dominik Fuchsgruber, Tom Wollschläger, Bertrand Charpentier et al.
ICML 2024arXiv:2405.01462
17
citations
Understanding Heterophily for Graph Neural Networks
Junfu Wang, Yuanfang Guo, Liang Yang et al.
ICML 2024arXiv:2401.09125
18
citations
Union Subgraph Neural Networks
Jiaxing Xu, Aihu Zhang, Qingtian Bian et al.
AAAI 2024paperarXiv:2305.15747
11
citations
Unraveling the Impact of Heterophilic Structures on Graph Positive-Unlabeled Learning
Yuhao Wu, Jiangchao Yao, Bo Han et al.
ICML 2024arXiv:2405.19919
5
citations
Unsupervised Neighborhood Propagation Kernel Layers for Semi-supervised Node Classification
Sonny Achten, Francesco Tonin, Panagiotis Patrinos et al.
AAAI 2024paperarXiv:2301.13764
5
citations
Verifying message-passing neural networks via topology-based bounds tightening
Christopher Hojny, Shiqiang Zhang, Juan Campos et al.
ICML 2024arXiv:2402.13937
14
citations
Weisfeiler and Lehman Go Paths: Learning Topological Features via Path Complexes
Quang Truong, Peter Chin
AAAI 2024paperarXiv:2308.06838
12
citations
Weisfeiler Leman for Euclidean Equivariant Machine Learning
Snir Hordan, Tal Amir, Nadav Dym
ICML 2024arXiv:2402.02484
10
citations