Permutation equivariant graph framelets for heterophilous graph learning J Li, R Zheng, H Feng, M Li, X Zhuang IEEE Transactions on neural networks and learning systems, 2024 | 75 | 2024 |
Theory of deep convolutional neural networks II: Spherical analysis Z Fang, H Feng, S Huang, DX Zhou Neural Networks 131, 154-162, 2020 | 46 | 2020 |
CNN models for readability of Chinese texts. H Feng, S Hou, LY Wei, DX Zhou Mathematical Foundations of Computing 5 (4), 2022 | 31 | 2022 |
Generalization analysis of CNNs for classification on spheres H Feng, S Huang, DX Zhou IEEE Transactions on Neural Networks and Learning Systems 34 (9), 6200-6213, 2021 | 28 | 2021 |
Convolutional neural networks for spherical signal processing via area-regular spherical haar tight framelets J Li, H Feng, X Zhuang IEEE Transactions on Neural Networks and Learning Systems 35 (4), 4400-4410, 2022 | 15 | 2022 |
Reverse Hölder’s inequality for spherical harmonics F Dai, H Feng, S Tikhonov Proceedings of the American Mathematical Society 144 (3), 1041-1051, 2016 | 14 | 2016 |
Approximation analysis of CNNs from a feature extraction view J Li, H Feng, DX Zhou Analysis and Applications 22 (03), 635-654, 2024 | 8 | 2024 |
Radial basis function approximation with distributively stored data on spheres H Feng, SB Lin, DX Zhou Constructive Approximation 60 (1), 1-31, 2024 | 7 | 2024 |
Generalization analysis of pairwise learning for ranking with deep neural networks S Huang, J Zhou, H Feng, DX Zhou Neural Computation 35 (6), 1135-1158, 2023 | 7 | 2023 |
Riesz transforms and fractional integration for orthogonal expansions on spheres, balls and simplices F Dai, H Feng Advances in Mathematics 301, 549-614, 2016 | 7 | 2016 |
SignReLU neural network and its approximation ability J Li, H Feng, DX Zhou Journal of Computational and Applied Mathematics 440, 115551, 2024 | 6 | 2024 |
On the rates of convergence for learning with convolutional neural networks Y Yang, H Feng, DX Zhou arXiv preprint arXiv:2403.16459, 2024 | 4 | 2024 |
Spherical image inpainting with frame transformation and data-driven prior deep networks J Li, C Huang, R Chan, H Feng, MK Ng, T Zeng SIAM Journal on Imaging Sciences 16 (3), 1177-1194, 2023 | 4 | 2023 |
Isotropic positive definite functions on spheres H Feng, Y Ge Journal of Functional Analysis 282 (1), 109287, 2022 | 3 | 2022 |
Best polynomial approximation on the triangle H Feng, C Krattenthaler, Y Xu Journal of Approximation Theory 241, 63-78, 2019 | 3 | 2019 |
Theoretical Insights into CycleGAN: Analyzing Approximation and Estimation Errors in Unpaired Data Generation L Sun, D Shen, H Feng arXiv preprint arXiv:2407.11678, 2024 | 2 | 2024 |
Cesaro means of weighted orthogonal expansions on regular domains H Feng, Y Ge Mathematics 10 (12), 2108, 2022 | 2 | 2022 |
On the convergence of cardinal interpolation by parameterized radial basis functions MD Buhmann, H Feng Journal of Mathematical Analysis and Applications 449 (1), 718-733, 2017 | 2 | 2017 |
Uncertainty Principles on Weighted Spheres, Balls, and Simplexes H Feng Canadian Mathematical Bulletin 59 (1), 62-72, 2016 | 2 | 2016 |
Deeper insights into deep graph convolutional networks: Stability and generalization G Yang, M Li, H Feng, X Zhuang arXiv preprint arXiv:2410.08473, 2024 | 1 | 2024 |