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From Local to Global: Spectral-Inspired Graph Neural Networks
24 September 2022
Ningyuan Huang
Soledad Villar
Carey E. Priebe
Da Zheng
Cheng-Fu Huang
Lin F. Yang
Vladimir Braverman
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Papers citing
"From Local to Global: Spectral-Inspired Graph Neural Networks"
13 / 13 papers shown
Title
LASE: Learned Adjacency Spectral Embeddings
Sofía Pérez Casulo
Marcelo Fiori
Federico Larroca
Gonzalo Mateos
AI4TS
GNN
109
0
0
23 Dec 2024
Attack by Yourself: Effective and Unnoticeable Multi-Category Graph Backdoor Attacks with Subgraph Triggers Pool
Jiangtong Li
Dungy Liu
Dawei Cheng
Changchun Jiang
AAML
83
0
0
23 Dec 2024
Graph neural networks and non-commuting operators
Mauricio Velasco
Kaiying O'Hare
Bernardo Rychtenberg
Soledad Villar
GNN
414
2
0
06 Nov 2024
Global-Local Graph Neural Networks for Node-Classification
Moshe Eliasof
Eran Treister
151
3
0
16 Jun 2024
Residual Connections and Normalization Can Provably Prevent Oversmoothing in GNNs
Michael Scholkemper
Xinyi Wu
Ali Jadbabaie
Michael T. Schaub
223
9
0
05 Jun 2024
Spatio-Spectral Graph Neural Networks
Simon Geisler
Arthur Kosmala
Daniel Herbst
Stephan Günnemann
121
9
0
29 May 2024
Conditional Shift-Robust Conformal Prediction for Graph Neural Network
Akansha Agrawal
UQCV
255
1
0
20 May 2024
Simplified PCNet with Robustness
Bingheng Li
Xuanting Xie
Haoxiang Lei
Ruiyi Fang
Zhao Kang
125
7
0
06 Mar 2024
Graph Learning with Distributional Edge Layouts
Xinjian Zhao
Chaolong Ying
Tianshu Yu
71
1
0
26 Feb 2024
Graph Positional Encoding via Random Feature Propagation
Moshe Eliasof
Fabrizio Frasca
Beatrice Bevilacqua
Eran Treister
Gal Chechik
Haggai Maron
99
20
0
06 Mar 2023
Not too little, not too much: a theoretical analysis of graph (over)smoothing
Nicolas Keriven
116
98
0
24 May 2022
Graph Neural Networks for Graphs with Heterophily: A Survey
Xin-Yang Zheng
Yi Wang
Yixin Liu
Ming Li
Miao Zhang
Di Jin
Philip S. Yu
Shirui Pan
110
227
0
14 Feb 2022
Adaptive Universal Generalized PageRank Graph Neural Network
Eli Chien
Jianhao Peng
Pan Li
O. Milenkovic
299
747
0
14 Jun 2020
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