Kolmogorov-Arnold Graph Neural Networks
Fuente:
arXiv
Saved in:
| Main Authors: | De Carlo, Gianluca, Mastropietro, Andrea, Anagnostopoulos, Aris |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
GKAN: Graph Kolmogorov-Arnold Networks
by: Kiamari, Mehrdad, et al.
Published: (2024)
by: Kiamari, Mehrdad, et al.
Published: (2024)
KAA: Kolmogorov-Arnold Attention for Enhancing Attentive Graph Neural Networks
by: Fang, Taoran, et al.
Published: (2025)
by: Fang, Taoran, et al.
Published: (2025)
A Graph Meta-Network for Learning on Kolmogorov-Arnold Networks
by: Bar-Shalom, Guy, et al.
Published: (2026)
by: Bar-Shalom, Guy, et al.
Published: (2026)
Scale-Agnostic Kolmogorov-Arnold Geometry in Neural Networks
by: Vanherreweghe, Mathew, et al.
Published: (2025)
by: Vanherreweghe, Mathew, et al.
Published: (2025)
Kolmogorov-Arnold Fourier Networks
by: Zhang, Jusheng, et al.
Published: (2025)
by: Zhang, Jusheng, et al.
Published: (2025)
Clifford Kolmogorov-Arnold Networks
by: Wolff, Matthias, et al.
Published: (2026)
by: Wolff, Matthias, et al.
Published: (2026)
GraphKAN: Enhancing Feature Extraction with Graph Kolmogorov Arnold Networks
by: Zhang, Fan, et al.
Published: (2024)
by: Zhang, Fan, et al.
Published: (2024)
TKAN: Temporal Kolmogorov-Arnold Networks
by: Genet, Remi, et al.
Published: (2024)
by: Genet, Remi, et al.
Published: (2024)
Catastrophic Forgetting in Kolmogorov-Arnold Networks
by: Rahman, Mohammad Marufur, et al.
Published: (2025)
by: Rahman, Mohammad Marufur, et al.
Published: (2025)
VitaGraph: Building a Knowledge Graph for Biologically Relevant Learning Tasks
by: Madeddu, Francesco, et al.
Published: (2025)
by: Madeddu, Francesco, et al.
Published: (2025)
GrokFormer: Graph Fourier Kolmogorov-Arnold Transformers
by: Ai, Guoguo, et al.
Published: (2024)
by: Ai, Guoguo, et al.
Published: (2024)
Granger Causality Detection with Kolmogorov-Arnold Networks
by: Lin, Hongyu, et al.
Published: (2024)
by: Lin, Hongyu, et al.
Published: (2024)
Kolmogorov-Arnold Network for Online Reinforcement Learning
by: Kich, Victor Augusto, et al.
Published: (2024)
by: Kich, Victor Augusto, et al.
Published: (2024)
Geometric Kolmogorov--Arnold Network (GeoKAN)
by: Sen, Abhijit, et al.
Published: (2026)
by: Sen, Abhijit, et al.
Published: (2026)
Kolmogorov-Arnold Networks are Radial Basis Function Networks
by: Li, Ziyao
Published: (2024)
by: Li, Ziyao
Published: (2024)
Optimizing the Optimizer for Physics-Informed Neural Networks and Kolmogorov-Arnold Networks
by: Kiyani, Elham, et al.
Published: (2025)
by: Kiyani, Elham, et al.
Published: (2025)
HKAN: Hierarchical Kolmogorov-Arnold Network without Backpropagation
by: Dudek, Grzegorz, et al.
Published: (2025)
by: Dudek, Grzegorz, et al.
Published: (2025)
Low Tensor-Rank Adaptation of Kolmogorov--Arnold Networks
by: Gao, Yihang, et al.
Published: (2025)
by: Gao, Yihang, et al.
Published: (2025)
seqKAN: Sequence processing with Kolmogorov-Arnold Networks
by: Boura, Tatiana, et al.
Published: (2025)
by: Boura, Tatiana, et al.
Published: (2025)
On the Rate of Convergence of Kolmogorov-Arnold Network Regression Estimators
by: Liu, Wei, et al.
Published: (2025)
by: Liu, Wei, et al.
Published: (2025)
On Training of Kolmogorov-Arnold Networks
by: Sohail, Shairoz
Published: (2024)
by: Sohail, Shairoz
Published: (2024)
KANITE: Kolmogorov-Arnold Networks for ITE estimation
by: Mehendale, Eshan, et al.
Published: (2025)
by: Mehendale, Eshan, et al.
Published: (2025)
Dynamic Graph CNN with Jacobi Kolmogorov-Arnold Networks for 3D Classification of Point Sets
by: Afia, Hanaa El, et al.
Published: (2025)
by: Afia, Hanaa El, et al.
Published: (2025)
Relating Piecewise Linear Kolmogorov Arnold Networks to ReLU Networks
by: Schoots, Nandi, et al.
Published: (2025)
by: Schoots, Nandi, et al.
Published: (2025)
Evaluating Federated Kolmogorov-Arnold Networks on Non-IID Data
by: Sasse, Arthur Mendonça, et al.
Published: (2024)
by: Sasse, Arthur Mendonça, et al.
Published: (2024)
A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular Data
by: Poeta, Eleonora, et al.
Published: (2024)
by: Poeta, Eleonora, et al.
Published: (2024)
In-Context Symbolic Regression for Robustness-Improved Kolmogorov-Arnold Networks
by: Sovrano, Francesco, et al.
Published: (2026)
by: Sovrano, Francesco, et al.
Published: (2026)
Kolmogorov-Arnold Networks for Time Series Granger Causality Inference
by: Liu, Meiliang, et al.
Published: (2025)
by: Liu, Meiliang, et al.
Published: (2025)
Kolmogorov Arnold Networks (KANs) for Imbalanced Data -- An Empirical Perspective
by: Yadav, Pankaj, et al.
Published: (2025)
by: Yadav, Pankaj, et al.
Published: (2025)
Kolmogorov-Arnold Network Autoencoders
by: Moradi, Mohammadamin, et al.
Published: (2024)
by: Moradi, Mohammadamin, et al.
Published: (2024)
KAN: Kolmogorov-Arnold Networks
by: Liu, Ziming, et al.
Published: (2024)
by: Liu, Ziming, et al.
Published: (2024)
Lookup multivariate Kolmogorov-Arnold Networks
by: Pozdnyakov, Sergey, et al.
Published: (2025)
by: Pozdnyakov, Sergey, et al.
Published: (2025)
Wav-KAN: Wavelet Kolmogorov-Arnold Networks
by: Bozorgasl, Zavareh, et al.
Published: (2024)
by: Bozorgasl, Zavareh, et al.
Published: (2024)
KANO: Kolmogorov-Arnold Neural Operator
by: Lee, Jin, et al.
Published: (2025)
by: Lee, Jin, et al.
Published: (2025)
Kolmogorov--Arnold stability
by: Dzhenzher, Sviatoslav V., et al.
Published: (2025)
by: Dzhenzher, Sviatoslav V., et al.
Published: (2025)
Kolmogorov-Arnold Networks for Time Series: Bridging Predictive Power and Interpretability
by: Xu, Kunpeng, et al.
Published: (2024)
by: Xu, Kunpeng, et al.
Published: (2024)
TabKANet: Tabular Data Modeling with Kolmogorov-Arnold Network and Transformer
by: Gao, Weihao, et al.
Published: (2024)
by: Gao, Weihao, et al.
Published: (2024)
iTFKAN: Interpretable Time Series Forecasting with Kolmogorov-Arnold Network
by: Liang, Ziran, et al.
Published: (2025)
by: Liang, Ziran, et al.
Published: (2025)
KAPLAN: Kolmogorov-Arnold Prognostic Learnable Activation Networks for Survival Analysis
by: Logothetis, Stelios Boulitsakis, et al.
Published: (2026)
by: Logothetis, Stelios Boulitsakis, et al.
Published: (2026)
Automatic Grid Updates for Kolmogorov-Arnold Networks using Layer Histograms
by: Moody, Jamison, et al.
Published: (2025)
by: Moody, Jamison, et al.
Published: (2025)
Similar Items
-
GKAN: Graph Kolmogorov-Arnold Networks
by: Kiamari, Mehrdad, et al.
Published: (2024) -
KAA: Kolmogorov-Arnold Attention for Enhancing Attentive Graph Neural Networks
by: Fang, Taoran, et al.
Published: (2025) -
A Graph Meta-Network for Learning on Kolmogorov-Arnold Networks
by: Bar-Shalom, Guy, et al.
Published: (2026) -
Scale-Agnostic Kolmogorov-Arnold Geometry in Neural Networks
by: Vanherreweghe, Mathew, et al.
Published: (2025) -
Kolmogorov-Arnold Fourier Networks
by: Zhang, Jusheng, et al.
Published: (2025)