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GraphKAN: Enhancing Feature Extraction with Graph Kolmogorov Arnold Networks

GraphKAN: Enhancing Feature Extraction with Graph Kolmogorov Arnold Networks

Fan Zhang
Xin Zhang
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Papers citing "GraphKAN: Enhancing Feature Extraction with Graph Kolmogorov Arnold Networks"

6 / 6 papers shown
Title
Graph Kolmogorov-Arnold Networks for Multi-Cancer Classification and Biomarker Identification, An Interpretable Multi-Omics Approach
Graph Kolmogorov-Arnold Networks for Multi-Cancer Classification and Biomarker Identification, An Interpretable Multi-Omics Approach
F. Alharbi
Nishant Budhiraja
Aleksandar Vakanski
Boyu Zhang
Murtada K. Elbashir
Hrshith Gudur
Mohanad Mohammed
37
0
0
29 Mar 2025
KAA: Kolmogorov-Arnold Attention for Enhancing Attentive Graph Neural Networks
KAA: Kolmogorov-Arnold Attention for Enhancing Attentive Graph Neural Networks
Taoran Fang
Tianhong Gao
Chunping Wang
Yihao Shang
Wei Chow
Lei Chen
Yang Yang
41
1
0
23 Jan 2025
On the expressiveness and spectral bias of KANs
On the expressiveness and spectral bias of KANs
Yixuan Wang
Jonathan W. Siegel
Ziming Liu
Thomas Y. Hou
27
9
0
02 Oct 2024
KAN v.s. MLP for Offline Reinforcement Learning
KAN v.s. MLP for Offline Reinforcement Learning
Haihong Guo
Fengxin Li
Jiao Li
Hongyan Liu
OffRL
20
0
0
15 Sep 2024
KAGNNs: Kolmogorov-Arnold Networks meet Graph Learning
KAGNNs: Kolmogorov-Arnold Networks meet Graph Learning
Roman Bresson
Giannis Nikolentzos
G. Panagopoulos
Michail Chatzianastasis
Jun Pang
Michalis Vazirgiannis
58
42
0
26 Jun 2024
Model Interpretability through the Lens of Computational Complexity
Model Interpretability through the Lens of Computational Complexity
Pablo Barceló
Mikaël Monet
Jorge A. Pérez
Bernardo Subercaseaux
114
93
0
23 Oct 2020