A General Graph Spectral Wavelet Convolution via Chebyshev Order Decomposition

Nian Liu; Xiaoxin He; Thomas Laurent; Francesco Di Giovanni; Michael M. Bronstein; Xavier Bresson

A General Graph Spectral Wavelet Convolution via Chebyshev Order Decomposition

Nian Liu
, Xiaoxin He
, Thomas Laurent
, Francesco Di Giovanni
, Michael M. Bronstein
, Xavier Bresson

Research output: Contribution to journal › Conference article › peer-review

Original language	English
Pages (from-to)	38598-38622
Number of pages	25
Journal	Proceedings of Machine Learning Research
Volume	267
State	Published - 2025
Externally published	Yes
Event	42nd International Conference on Machine Learning, ICML 2025 - Vancouver, Canada Duration: Jul 13 2025 → Jul 19 2025

ASJC Scopus Subject Areas

Software
Control and Systems Engineering
Statistics and Probability
Artificial Intelligence

Cite this

@article{2978c79fb3074b88bfba503da51079a7,

title = "A General Graph Spectral Wavelet Convolution via Chebyshev Order Decomposition",

author = "Nian Liu and Xiaoxin He and Thomas Laurent and Giovanni, \{Francesco Di\} and Bronstein, \{Michael M.\} and Xavier Bresson",

note = "Publisher Copyright: {\textcopyright} 2025, by the authors.; 42nd International Conference on Machine Learning, ICML 2025 ; Conference date: 13-07-2025 Through 19-07-2025",

year = "2025",

language = "English",

volume = "267",

pages = "38598--38622",

journal = "Proceedings of Machine Learning Research",

issn = "2640-3498",

}

TY - JOUR

T1 - A General Graph Spectral Wavelet Convolution via Chebyshev Order Decomposition

AU - Liu, Nian

AU - He, Xiaoxin

AU - Laurent, Thomas

AU - Giovanni, Francesco Di

AU - Bronstein, Michael M.

AU - Bresson, Xavier

PY - 2025

Y1 - 2025

UR - https://www.scopus.com/pages/publications/105023636657

UR - https://www.scopus.com/pages/publications/105023636657#tab=citedBy

M3 - Conference article

AN - SCOPUS:105023636657

SN - 2640-3498

VL - 267

SP - 38598

EP - 38622

JO - Proceedings of Machine Learning Research

JF - Proceedings of Machine Learning Research

T2 - 42nd International Conference on Machine Learning, ICML 2025

Y2 - 13 July 2025 through 19 July 2025

ER -

A General Graph Spectral Wavelet Convolution via Chebyshev Order Decomposition

ASJC Scopus Subject Areas

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Cite this