Yu Guang Wang
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A study on effectiveness of extreme learning machine
Y Wang, F Cao, Y Yuan
Neurocomputing 74 (16), 2483-2490, 2011
Weisfeiler and Lehman go topological: Message passing simplicial networks
C Bodnar, F Frasca, YG Wang, N Otter, G Mont˙far, P Lio, M Bronstein
ICML 2021 (Spotlight), 2021
Weisfeiler and Lehman Go Cellular: CW Networks
C Bodnar, F Frasca, N Otter, YG Wang, P Li˛, G Mont˙far, M Bronstein
NeurIPS 2021, 2021
Haar Graph Pooling
YG Wang, M Li, Z Ma, G Montufar, X Zhuang, Y Fan
ICML 2020, 2020
Fast Haar Transforms for Graph Neural Networks
M Li, Z Ma, YG Wang, X Zhuang
Neural Networks, 2020
Optimization approximation solution for regression problem based on extreme learning machine
Y Yuan, Y Wang, F Cao
Neurocomputing 74 (16), 2475-2482, 2011
An iterative learning algorithm for feedforward neural networks with random weights
F Cao, D Wang, H Zhu, Y Wang
Information Sciences 328, 546-557, 2016
How framelets enhance graph neural networks
X Zheng, B Zhou, J Gao, YG Wang, P Lio, M Li, G Mont˙far
ICML 2021 (Spotlight), 2021
A modified extreme learning machine with sigmoidal activation functions
ZX Chen, HY Zhu, YG Wang
Neural Computing and Applications 22, 541-550, 2013
Anomaly detection in dynamic graphs via transformer
Y Liu, S Pan, YG Wang, F Xiong, L Wang, Q Chen, VCS Lee
IEEE Transactions on Knowledge and Data Engineering, 2021
Covering of spheres by spherical caps and worst-case error for equal weight cubature in Sobolev spaces
JS Brauchart, J Dick, EB Saff, IH Sloan, YG Wang, RS Womersley
Journal of Mathematical Analysis and Applications 431 (2), 782-811, 2015
Fully discrete needlet approximation on the sphere
YG Wang, QT Le Gia, IH Sloan, RS Womersley
Applied and Computational Harmonic Analysis 43 (2), 292, 2017
Path integral based convolution and pooling for graph neural networks
Z Ma, J Xuan, YG Wang, M Li, P Li˛
Advances in Neural Information Processing Systems 33, 16421-16433, 2020
Random point sets on the sphere — hole radii, covering, and separation
JS Brauchart, AB Reznikov, EB Saff, IH Sloan, YG Wang, RS Womersley
Experimental Mathematics 27 (1), 62-81, 2018
On Approximation for Fractional Stochastic Partial Differential Equations on the Sphere
VV Anh, P Broadbridge, A Olenko, YG Wang
Stochastic Environmental Research and Risk Assessment, 2018
Tight framelets and fast framelet filter bank transforms on manifolds
YG Wang, X Zhuang
Applied and Computational Harmonic Analysis 48 (1), 64-95, 2020
Decimated Framelet System on Graphs and Fast G-Framelet Transforms
X Zheng, B Zhou, YG Wang, X Zhuang
Journal of Machine Learning Research, 2022
Filtered polynomial approximation on the sphere
Y Wang
Bulletin of the Australian Mathematical Society 93 (1), 162, 2016
MathNet: Haar-Like Wavelet Multiresolution-Analysis for Graph Representation and Learning
X Zheng, B Zhou, M Li, YG Wang, J Gao
Knowledge-Based Systems, 2023
PAN: Path integral based convolution for deep graph neural networks
Z Ma, M Li, Y Wang
ICML Workshop on Learning and Reasoning with Graph-Structuredá…, 2019
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