Papers
Formal Synthesis of Barrier Certificates Using Fourier Kolmogorov-Arnold Network
Xiongqi Zhang, Junwei Xu, Yang Wang et al.
Kolmogorov-Arnold Networks Still Catastrophically Forget but Differently from MLP
Anton Lee, Heitor Murilo Gomes, Yaqian Zhang et al.
Representing Sounds as Neural Amplitude Fields: A Benchmark of Coordinate-MLPs and a Fourier Kolmogorov-Arnold Framework
Linfei Li, Lin Zhang, Zhong Wang et al.
Enhancing Long-range Dependency with State Space Model and Kolmogorov-Arnold Networks for Aspect-based Sentiment Analysis
Adamu Lawan, Juhua Pu, Haruna Yunusa et al.
KAC: Kolmogorov-Arnold Classifier for Continual Learning
Yusong Hu, Zichen Liang, Fei Yang et al.
Finding Local Diffusion Schrodinger Bridge using Kolmogorov-Arnold Network
Xingyu Qiu, Mengying Yang, Xinghua Ma et al.
Color Matching Using Hypernetwork-Based Kolmogorov-Arnold Networks
Artem Nikonorov, Georgy Perevozchikov, Andrei Korepanov et al.
KAA: Kolmogorov-Arnold Attention for Enhancing Attentive Graph Neural Networks
Taoran Fang, Tianhong Gao, Chunping Wang et al.
Kolmogorov-Arnold Transformer
Xingyi Yang, Xinchao Wang
Formal Synthesis of Safe Kolmogorov-Arnold Network Controllers with Barrier Certificates
Xiongqi Zhang, Ning Lv, Wang Lin et al.
Endowing Interpretability for Neural Cognitive Diagnosis by Efficient Kolmogorov-Arnold Networks
Shangshang Yang, Linrui Qin, Xiaoshan Yu et al.
X-KAN: Optimizing Local Kolmogorov-Arnold Networks via Evolutionary Rule-Based Machine Learning
Hiroki Shiraishi, Hisao Ishibuchi, Masaya Nakata
Physics Informed Kolmogorov-Arnold Neural Networks for Dynamical Analysis via Efficient-KAN and WAV-KAN
Subhajit Patra, Sonali Panda, Bikram Keshari Parida et al.
Improving brain disorder diagnosis with advanced brain function representation and Kolmogorov-Arnold Networks
Tyler Ward, Abdullah Al Zubaer Imran