Browse State-of-the-Art › Kolmogorov-Arnold Networks › Papers, page 2

Kolmogorov-Arnold Networks

Papers archive 2025-07-28

archive papers tagged: 255 · with a code link: 98 · where Syntology ran a sample: 18 (15 with a run with no instrument failure, 3 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (18 of 255 tagged: 15 with a run with no instrument failure, 3 where every run was a failure of Syntology's instrument)

Page 2 of 3: papers 101 to 200 of 255, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• System Identification Using Kolmogorov-Arnold Networks: A Case Study on Buck Converters
  12 Jun 2025 0 repositories listed
• Neural Tangent Kernel Analysis to Probe Convergence in Physics-informed Neural Solvers: PIKANs vs. PINNs
  9 Jun 2025 0 repositories listed
• Multi-Exit Kolmogorov-Arnold Networks: enhancing accuracy and parsimony
  3 Jun 2025 0 repositories listed
• Probing Quantum Spin Systems with Kolmogorov-Arnold Neural Network Quantum States
  2 Jun 2025 0 repositories listed
• Input Convex Kolmogorov Arnold Networks
  27 May 2025 0 repositories listed
• Degree-Optimized Cumulative Polynomial Kolmogorov-Arnold Networks
  21 May 2025 0 repositories listed
• Interpretable Reinforcement Learning for Load Balancing using Kolmogorov-Arnold Networks
  20 May 2025 0 repositories listed
• KHRONOS: a Kernel-Based Neural Architecture for Rapid, Resource-Efficient Scientific Computation
  19 May 2025 0 repositories listed
• Personalized Control for Lower Limb Prosthesis Using Kolmogorov-Arnold Networks
  14 May 2025 0 repositories listed
• AC-PKAN: Attention-Enhanced and Chebyshev Polynomial-Based Physics-Informed Kolmogorov-Arnold Networks
  13 May 2025 0 repositories listed
• Enhancing Federated Learning with Kolmogorov-Arnold Networks: A Comparative Study Across Diverse Aggregation Strategies
  12 May 2025 0 repositories listed
• FMEnets: Flow, Material, and Energy networks for non-ideal plug flow reactor design
  10 May 2025 0 repositories listed
• Mixer-Informer-Based Two-Stage Transfer Learning for Long-Sequence Load Forecasting in Newly Constructed Electric Vehicle Charging Stations
  10 May 2025 0 repositories listed
• Hyb-KAN ViT: Hybrid Kolmogorov-Arnold Networks Augmented Vision Transformer
  7 May 2025 0 repositories listed
• Anant-Net: Breaking the Curse of Dimensionality with Scalable and Interpretable Neural Surrogate for High-Dimensional PDEs
  6 May 2025 0 repositories listed
• OccuEMBED: Occupancy Extraction Merged with Building Energy Disaggregation for Occupant-Responsive Operation at Scale
  23 Apr 2025 0 repositories listed
• Conformalized-KANs: Uncertainty Quantification with Coverage Guarantees for Kolmogorov-Arnold Networks (KANs) in Scientific Machine Learning
  21 Apr 2025 0 repositories listed
• Kolmogorov-Arnold Networks: Approximation and Learning Guarantees for Functions and their Derivatives
  21 Apr 2025 0 repositories listed
• Efficient Implicit Neural Compression of Point Clouds via Learnable Activation in Latent Space
  20 Apr 2025 0 repositories listed
• ChemKANs for Combustion Chemistry Modeling and Acceleration
  17 Apr 2025 0 repositories listed
• Towards Explainable Fusion and Balanced Learning in Multimodal Sentiment Analysis
  16 Apr 2025 0 repositories listed
• Representation Meets Optimization: Training PINNs and PIKANs for Gray-Box Discovery in Systems Pharmacology
  10 Apr 2025 0 repositories listed
• TabKAN: Advancing Tabular Data Analysis using Kolmogorov-Arnold Network
  9 Apr 2025 0 repositories listed
• Opening the Black-Box: Symbolic Regression with Kolmogorov-Arnold Networks for Energy Applications
  4 Apr 2025 0 repositories listed
• Graph Kolmogorov-Arnold Networks for Multi-Cancer Classification and Biomarker Identification, An Interpretable Multi-Omics Approach
  29 Mar 2025 0 repositories listed
• KAC: Kolmogorov-Arnold Classifier for Continual Learning
  27 Mar 2025 0 repositories listed Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• GPT Meets Graphs and KAN Splines: Testing Novel Frameworks on Multitask Fine-Tuned GPT-2 with LoRA
  25 Mar 2025 0 repositories listed
• Prompt-Guided Dual-Path UNet with Mamba for Medical Image Segmentation
  25 Mar 2025 0 repositories listed
• Semi-KAN: KAN Provides an Effective Representation for Semi-Supervised Learning in Medical Image Segmentation
  19 Mar 2025 0 repositories listed
• KANITE: Kolmogorov-Arnold Networks for ITE estimation
  18 Mar 2025 0 repositories listed
• HyperKAN: Hypergraph Representation Learning with Kolmogorov-Arnold Networks
  16 Mar 2025 0 repositories listed
• Kolmogorov-Arnold Attention: Is Learnable Attention Better For Vision Transformers?
  13 Mar 2025 0 repositories listed
• NukesFormers: Unpaired Hyperspectral Image Generation with Non-Uniform Domain Alignment
  10 Mar 2025 0 repositories listed
• Exploring Adversarial Transferability between Kolmogorov-arnold Networks
  8 Mar 2025 0 repositories listed
• Can KAN CANs? Input-convex Kolmogorov-Arnold Networks (KANs) as hyperelastic constitutive artificial neural networks (CANs)
  7 Mar 2025 0 repositories listed
• PostHoc FREE Calibrating on Kolmogorov Arnold Networks
  3 Mar 2025 0 repositories listed
• ViKANformer: Embedding Kolmogorov Arnold Networks in Vision Transformers for Pattern-Based Learning
  3 Mar 2025 0 repositories listed
• Fed-KAN: Federated Learning with Kolmogorov-Arnold Networks for Traffic Prediction
  28 Feb 2025 0 repositories listed
• MedKAN: An Advanced Kolmogorov-Arnold Network for Medical Image Classification
  25 Feb 2025 0 repositories listed
• TSKANMixer: Kolmogorov-Arnold Networks with MLP-Mixer Model for Time Series Forecasting
  25 Feb 2025 0 repositories listed
• DiffKAN-Inpainting: KAN-based Diffusion model for brain tumor inpainting
  24 Feb 2025 0 repositories listed
• Low Tensor-Rank Adaptation of Kolmogorov--Arnold Networks
  10 Feb 2025 0 repositories listed
• Data-Efficient Model for Psychological Resilience Prediction based on Neurological Data
  3 Feb 2025 0 repositories listed
• Forecasting VIX using interpretable Kolmogorov-Arnold networks
  3 Feb 2025 0 repositories listed
• On the study of frequency control and spectral bias in Wavelet-Based Kolmogorov Arnold networks: A path to physics-informed KANs
  1 Feb 2025 0 repositories listed
• Enhancing Neural Function Approximation: The XNet Outperforming KAN
  31 Jan 2025 0 repositories listed
• A Genetic Algorithm-Based Approach for Automated Optimization of Kolmogorov-Arnold Networks in Classification Tasks
  29 Jan 2025 0 repositories listed
• RAINER: A Robust Ensemble Learning Grid Search-Tuned Framework for Rainfall Patterns Prediction
  28 Jan 2025 0 repositories listed
• Local Control Networks (LCNs): Optimizing Flexibility in Neural Network Data Pattern Capture
  23 Jan 2025 0 repositories listed
• Which Optimizer Works Best for Physics-Informed Neural Networks and Kolmogorov-Arnold Networks?
  22 Jan 2025 0 repositories listed
• Adversarial-Ensemble Kolmogorov Arnold Networks for Enhancing Indoor Wi-Fi Positioning: A Defensive Approach Against Spoofing and Signal Manipulation Attacks
  16 Jan 2025 0 repositories listed
• Kolmogorov-Arnold Networks for Time Series Granger Causality Inference
  15 Jan 2025 0 repositories listed
• Scalable Bayesian Physics-Informed Kolmogorov-Arnold Networks
  15 Jan 2025 0 repositories listed
• Kolmogorov-Arnold Networks and Evolutionary Game Theory for More Personalized Cancer Treatment
  12 Jan 2025 0 repositories listed
• Kolmogorov-Arnold Recurrent Network for Short Term Load Forecasting Across Diverse Consumers
  12 Jan 2025 0 repositories listed
• Kolmogorov-Arnold networks for metal surface defect classification
  10 Jan 2025 0 repositories listed
• DAREK -- Distance Aware Error for Kolmogorov Networks
  8 Jan 2025 0 repositories listed
• Deep Fair Multi-View Clustering with Attention KAN
  1 Jan 2025 0 repositories listed
• Advancing Parkinson's Disease Progression Prediction: Comparing Long Short-Term Memory Networks and Kolmogorov-Arnold Networks
  30 Dec 2024 0 repositories listed
• ProKAN: Progressive Stacking of Kolmogorov-Arnold Networks for Efficient Liver Segmentation
  27 Dec 2024 0 repositories listed
• From KAN to GR-KAN: Advancing Speech Enhancement with KAN-Based Methodology
  23 Dec 2024 0 repositories listed
• KKANs: Kurkova-Kolmogorov-Arnold Networks and Their Learning Dynamics
  21 Dec 2024 0 repositories listed
• Granger Causality Detection with Kolmogorov-Arnold Networks
  19 Dec 2024 0 repositories listed
• Zero Shot Time Series Forecasting Using Kolmogorov Arnold Networks
  19 Dec 2024 0 repositories listed
• You KAN Do It in a Single Shot: Plug-and-Play Methods with Single-Instance Priors
  9 Dec 2024 0 repositories listed
• CIKAN: Constraint Informed Kolmogorov-Arnold Networks for Autonomous Spacecraft Rendezvous using Time Shift Governor
  4 Dec 2024 0 repositories listed
• Beyond Tree Models: A Hybrid Model of KAN and gMLP for Large-Scale Financial Tabular Data
  3 Dec 2024 0 repositories listed
• Non-linear Equalization in 112 Gb/s PONs Using Kolmogorov-Arnold Networks
  29 Nov 2024 0 repositories listed
• KANs for Computer Vision: An Experimental Study
  27 Nov 2024 0 repositories listed
• MvKeTR: Chest CT Report Generation with Multi-View Perception and Knowledge Enhancement
  27 Nov 2024 0 repositories listed
• KACDP: A Highly Interpretable Credit Default Prediction Model
  26 Nov 2024 0 repositories listed
• Dressing the Imagination: A Dataset for AI-Powered Translation of Text into Fashion Outfits and A Novel KAN Adapter for Enhanced Feature Adaptation
  21 Nov 2024 0 repositories listed
• KAN-Mamba FusionNet: Redefining Medical Image Segmentation with Non-Linear Modeling
  18 Nov 2024 0 repositories listed
• KAN/MultKAN with Physics-Informed Spline fitting (KAN-PISF) for ordinary/partial differential equation discovery of nonlinear dynamic systems
  18 Nov 2024 0 repositories listed
• KAT to KANs: A Review of Kolmogorov-Arnold Networks and the Neural Leap Forward
  15 Nov 2024 0 repositories listed
• Hybrid deep additive neural networks
  14 Nov 2024 0 repositories listed
• Can KAN Work? Exploring the Potential of Kolmogorov-Arnold Networks in Computer Vision
  11 Nov 2024 0 repositories listed
• KLCBL: An Improved Police Incident Classification Model
  11 Nov 2024 0 repositories listed
• A Survey on Kolmogorov-Arnold Network
  9 Nov 2024 0 repositories listed
• SPIKANs: Separable Physics-Informed Kolmogorov-Arnold Networks
  9 Nov 2024 0 repositories listed
• On Training of Kolmogorov-Arnold Networks
  8 Nov 2024 0 repositories listed
• PEP-GS: Perceptually-Enhanced Precise Structured 3D Gaussians for View-Adaptive Rendering
  8 Nov 2024 0 repositories listed
• Fairness-Utilization Trade-off in Wireless Networks with Explainable Kolmogorov-Arnold Networks
  4 Nov 2024 0 repositories listed
• Using Structural Similarity and Kolmogorov-Arnold Networks for Anatomical Embedding of 3-hinge Gyrus
  31 Oct 2024 0 repositories listed
• KANsformer for Scalable Beamforming
  28 Oct 2024 0 repositories listed
• Kaninfradet3D:A Road-side Camera-LiDAR Fusion 3D Perception Model based on Nonlinear Feature Extraction and Intrinsic Correlation
  21 Oct 2024 0 repositories listed
• Multifidelity Kolmogorov-Arnold Networks
  18 Oct 2024 0 repositories listed
• From PINNs to PIKANs: Recent Advances in Physics-Informed Machine Learning
  17 Oct 2024 0 repositories listed
• WormKAN: Are KAN Effective for Identifying and Tracking Concept Drift in Time Series?
  13 Oct 2024 0 repositories listed
• EPi-cKANs: Elasto-Plasticity Informed Kolmogorov-Arnold Networks Using Chebyshev Polynomials
  12 Oct 2024 0 repositories listed
• Kolmogorov-Arnold Neural Networks for High-Entropy Alloys Design
  11 Oct 2024 0 repositories listed
• Baseflow identification via explainable AI with Kolmogorov-Arnold networks
  10 Oct 2024 0 repositories listed
• Generalization Bounds and Model Complexity for Kolmogorov-Arnold Networks
  10 Oct 2024 0 repositories listed
• On the Convergence of (Stochastic) Gradient Descent for Kolmogorov--Arnold Networks
  10 Oct 2024 0 repositories listed
• KACQ-DCNN: Uncertainty-Aware Interpretable Kolmogorov-Arnold Classical-Quantum Dual-Channel Neural Network for Heart Disease Detection
  9 Oct 2024 0 repositories listed
• Art Forgery Detection using Kolmogorov Arnold and Convolutional Neural Networks
  7 Oct 2024 0 repositories listed
• Quantum Kolmogorov-Arnold networks by combining quantum signal processing circuits
  5 Oct 2024 0 repositories listed
• Model Comparisons: XNet Outperforms KAN
  2 Oct 2024 0 repositories listed
• On the expressiveness and spectral bias of KANs
  2 Oct 2024 0 repositories listed
• Incorporating Arbitrary Matrix Group Equivariance into KANs
  1 Oct 2024 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.