Yu Guang Wang

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Bingxin ZhouShanghai Jiao Tong UniversityVerified email at sjtu.edu.cn
P. Lió, Pietro Lio, P. Lio, Pietro Liò, Pie...University of CambridgeVerified email at cam.ac.uk
Guido F. MontufarUCLA, Mathematics and Statistics, Max Planck Institute MiSVerified email at math.ucla.edu
Robert WomersleyUniversity of New South WalesVerified email at unsw.edu.au
Ian SloanProfessor of Mathematics, University of New South Wales (UNSW Australia)Verified email at unsw.edu.au
Nina OtterUniversity of OxfordVerified email at maths.ox.ac.uk
Xiaosheng ZhuangCity University of Hong KongVerified email at cityu.edu.hk
Professor Junbin GaoDiscipline of Business Analytics in Business School, The University of SydneyVerified email at sydney.edu.au
Xuebin ZhengPhD Student, University of SydneyVerified email at sydney.edu.au
Zheng MaPrinceton UniversityVerified email at princeton.edu
Yanan FanSenior Principal Research Scientist, Data61, CSIRO; Professor of Statistics (adjunct) University ofVerified email at csiro.au
Kai YiPhD Student, UNSWVerified email at unsw.edu.au
Cristian BodnarSenior Researcher, Microsoft ResearchVerified email at microsoft.com
Michael BronsteinDeepMind Professor of AI, University of OxfordVerified email at cs.ox.ac.uk
Fabrizio FrascaPhD Candidate, Imperial College LondonVerified email at ic.ac.uk
Houying ZhuMacquarie University, Sydney, AustraliaVerified email at mq.edu.au
Shirui PanFull Professor, ARC Future Fellow, FQA, Griffith UniversityVerified email at griffith.edu.au
E. B. SaffProfessor of Mathematics, Vanderbilt UniversityVerified email at vanderbilt.edu
Vo V. AnhEmeritus Professor, Queensland University of Technology, GPO Box 2434, Brisbane, Qld 4001, AustraliaVerified email at qut.edu.au
Xinliang LiuKAUSTVerified email at kaust.edu.sa

Yu Guang Wang

Other namesYuguang Wang

Shanghai Jiao Tong University, University of New South Wales

Verified email at sjtu.edu.cn - Homepage

Harmonic Analysis Graph Neural Networks Geometric Deep Learning Computational Mathematics AI for Science


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
A study on effectiveness of extreme learning machine Y Wang, F Cao, Y Yuan Neurocomputing 74 (16), 2483-2490, 2011	313	2011
Weisfeiler and Lehman go topological: Message passing simplicial networks C Bodnar, F Frasca, YG Wang, N Otter, G Montúfar, P Lio, M Bronstein ICML 2021 (Spotlight), 2021	126	2021
Weisfeiler and Lehman Go Cellular: CW Networks C Bodnar, F Frasca, N Otter, YG Wang, P Liò, G Montúfar, M Bronstein NeurIPS 2021, 2021	116	2021
Haar Graph Pooling YG Wang, M Li, Z Ma, G Montufar, X Zhuang, Y Fan ICML 2020, 2020	61	2020
Fast Haar Transforms for Graph Neural Networks M Li, Z Ma, YG Wang, X Zhuang Neural Networks, 2020	53	2020
Optimization approximation solution for regression problem based on extreme learning machine Y Yuan, Y Wang, F Cao Neurocomputing 74 (16), 2475-2482, 2011	50	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	43	2016
How framelets enhance graph neural networks X Zheng, B Zhou, J Gao, YG Wang, P Lio, M Li, G Montúfar ICML 2021 (Spotlight), 2021	41	2021
A modified extreme learning machine with sigmoidal activation functions ZX Chen, HY Zhu, YG Wang Neural Computing and Applications 22, 541-550, 2013	38	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	34	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	34	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	33	2017
Path integral based convolution and pooling for graph neural networks Z Ma, J Xuan, YG Wang, M Li, P Liò Advances in Neural Information Processing Systems 33, 16421-16433, 2020	32	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	30	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	26	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	25	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	20	2022
Filtered polynomial approximation on the sphere Y Wang Bulletin of the Australian Mathematical Society 93 (1), 162, 2016	20	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	18*	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-Structured …, 2019	17	2019

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