{"total":31,"rows":[{"id":"2408.10205","title":"KAN 2.0: Kolmogorov-Arnold Networks Meet Science","created":"2024-08-19","cited_by_count":118,"area":null},{"id":"2411.06078","title":"A Survey on Kolmogorov-Arnold Network","created":"2024-11-09","cited_by_count":68,"area":null},{"id":"2406.18380","title":"KAGNNs: Kolmogorov-Arnold Networks meet Graph Learning","created":"2024-06-26","cited_by_count":49,"area":null},{"id":"2410.01803","title":"On the expressiveness and spectral bias of KANs","created":"2024-10-02","cited_by_count":37,"area":null},{"id":"2406.18354","title":"Kolmogorov-Arnold Graph Neural Networks","created":"2024-06-26","cited_by_count":32,"area":null},{"id":"2407.14882","title":"Reduced Effectiveness of Kolmogorov-Arnold Networks on Functions with Noise","created":"2024-07-20","cited_by_count":17,"area":null},{"id":"2410.10084","title":"PointNet with KAN versus PointNet with MLP for 3D Classification and Segmentation of Point Sets","created":"2024-10-14","cited_by_count":15,"area":null},{"id":"2408.07906","title":"KAN versus MLP on Irregular or Noisy Functions","created":"2024-08-15","cited_by_count":7,"area":null},{"id":"2409.14676","title":"TransUKAN:Computing-Efficient Hybrid KAN-Transformer for Enhanced Medical Image Segmentation","created":"2024-09-23","cited_by_count":6,"area":null},{"id":"2501.09283","title":"Free-Knots Kolmogorov-Arnold Network: On the Analysis of Spline Knots and Advancing Stability","created":"2025-01-16","cited_by_count":6,"area":null},{"id":"2408.02743","title":"KAN we improve on HEP classification tasks? Kolmogorov-Arnold Networks applied to an LHC physics example","created":"2024-08-05","cited_by_count":4,"area":null},{"id":"2410.00435","title":"Incorporating Arbitrary Matrix Group Equivariance into KANs","created":"2024-10-01","cited_by_count":4,"area":null},{"id":"2503.06112","title":"AF-KAN: Activation Function-Based Kolmogorov-Arnold Networks for Efficient Representation Learning","created":"2025-03-08","cited_by_count":3,"area":null},{"id":"2504.06327","title":"Physics-informed KAN PointNet: Deep learning for simultaneous solutions to inverse problems in incompressible flow on numerous irregular geometries","created":"2025-04-08","cited_by_count":3,"area":null},{"id":"2504.15240","title":"Conformalized-KANs: Uncertainty Quantification with Coverage Guarantees for Kolmogorov-Arnold Networks (KANs) in Scientific Machine Learning","created":"2025-04-21","cited_by_count":3,"area":null},{"id":"2509.16750","title":"Interpretable Clinical Classification with Kolmogorov-Arnold Networks","created":"2025-09-20","cited_by_count":3,"area":null},{"id":"2511.08570","title":"Automatic Grid Updates for Kolmogorov-Arnold Networks using Layer Histograms","created":"2025-11-11","cited_by_count":3,"area":null},{"id":"2408.10263","title":"Kolmogorov Arnold Networks in Fraud Detection: Bridging the Gap Between Theory and Practice","created":"2024-08-15","cited_by_count":2,"area":null},{"id":"2511.06298","title":"SFFR: Spatial-Frequency Feature Reconstruction for Multispectral Aerial Object Detection","created":"2025-11-09","cited_by_count":2,"area":null},{"id":"2501.13456","title":"KAA: Kolmogorov-Arnold Attention for Enhancing Attentive Graph Neural Networks","created":"2025-01-23","cited_by_count":1,"area":null},{"id":"2502.15833","title":"Advancing Out-of-Distribution Detection via Local Neuroplasticity","created":"2025-02-20","cited_by_count":1,"area":null},{"id":"2504.00946","title":"GKAN: Explainable Diagnosis of Alzheimer's Disease Using Graph Neural Network with Kolmogorov-Arnold Networks","created":"2025-04-01","cited_by_count":1,"area":null},{"id":"2504.11397","title":"MLPs and KANs for data-driven learning in physical problems: A performance comparison","created":"2025-04-15","cited_by_count":1,"area":null},{"id":"2505.15103","title":"Khan-GCL: Kolmogorov-Arnold Network Based Graph Contrastive Learning with Hard Negatives","created":"2025-05-21","cited_by_count":1,"area":null},{"id":"2604.03345","title":"Hardware-Oriented Inference Complexity of Kolmogorov-Arnold Networks","created":"2026-04-03","cited_by_count":1,"area":null},{"id":"2409.07751","title":"Efficient Privacy-Preserving KAN Inference Using Homomorphic Encryption","created":"2024-09-12","cited_by_count":0,"area":null},{"id":"2410.08041","title":"On the Convergence of (Stochastic) Gradient Descent for Kolmogorov--Arnold Networks","created":"2024-10-10","cited_by_count":0,"area":null},{"id":"2501.18199","title":"HKAN: Hierarchical Kolmogorov-Arnold Network without Backpropagation","created":"2025-01-30","cited_by_count":0,"area":null},{"id":"2508.06663","title":"Transferring Social Network Knowledge from Multiple GNN Teachers to Kolmogorov-Arnold Networks","created":"2025-08-08","cited_by_count":0,"area":null},{"id":"2512.19494","title":"Kolmogorov-Arnold graph neural networks for chemically informed prediction tasks on inorganic nanomaterials","created":"2025-12-22","cited_by_count":0,"area":null},{"id":"2604.16842","title":"Singularity Formation: Synergy in Theoretical, Numerical and Machine Learning Approaches","created":"2026-04-18","cited_by_count":0,"area":null}],"next_cursor":null}