GKAN: Graph Kolmogorov-Arnold Networks

10 June 2024

Papers citing "GKAN: Graph Kolmogorov-Arnold Networks"

13 / 13 papers shown

Title
On the Rate of Convergence of Kolmogorov-Arnold Network Regression Estimators Wei Liu Eleni Chatzi Zhilu Lai 0 0 0 24 Sep 2025
GEDAN: Learning the Edit Costs for Graph Edit Distance Francesco Leonardi Markus Orsi Jean-Louis Reymond Kaspar Riesen GNN 50 0 0 05 Aug 2025
Interpretable Graph Kolmogorov-Arnold Networks for Multi-Cancer Classification and Biomarker Identification using Multi-Omics Data F. Alharbi Nishant Budhiraja Aleksandar Vakanski Boyu Zhang Murtada K. Elbashir Hrshith Gudur Mohanad Mohammed 142 0 0 29 Mar 2025
KANITE: Kolmogorov-Arnold Networks for ITE estimation Eshan Mehendale Abhinav Thorat Ravi Kolla N. Pedanekar CML 189 2 0 18 Mar 2025
Exploring Adversarial Transferability between Kolmogorov-arnold Networks Songping Wang Xinquan Yue Yueming Lyu Caifeng Shan AAML 183 3 0 08 Mar 2025
KAA: Kolmogorov-Arnold Attention for Enhancing Attentive Graph Neural Networks Taoran Fang Tianhong Gao Chunping Wang Yihao Shang Wei Chow Lei Chen Yang Yang 371 3 0 23 Jan 2025
PointNet with KAN versus PointNet with MLP for 3D Classification and Segmentation of Point Sets Ali Kashefi 3DPC 178 12 0 14 Oct 2024
On the expressiveness and spectral bias of KANs Yixuan Wang Jonathan W. Siegel Ziming Liu Thomas Y. Hou 168 24 0 02 Oct 2024
On the Robustness of Kolmogorov-Arnold Networks: An Adversarial Perspective Tal Alter Raz Lapid Moshe Sipper AAML 192 9 0 25 Aug 2024
F-KANs: Federated Kolmogorov-Arnold Networks E. Zeydan Cristian J. Vaca-Rubio Luis Blanco Roberto Pereira Marius Caus Abdullah Aydeger 148 9 0 29 Jul 2024
Reduced Effectiveness of Kolmogorov-Arnold Networks on Functions with Noise Haoran Shen Chen Zeng Jiahui Wang Qiao Wang 133 17 0 20 Jul 2024
Kolmogorov-Arnold Graph Neural Networks Gianluca De Carlo Andrea Mastropietro Aris Anagnostopoulos 207 32 0 26 Jun 2024
KAGNNs: Kolmogorov-Arnold Networks meet Graph Learning Roman Bresson Giannis Nikolentzos G. Panagopoulos Michail Chatzianastasis Jun Pang Michalis Vazirgiannis 282 62 0 26 Jun 2024