Limiting Over-Smoothing and Over-Squashing of Graph Message Passing by Deep Scattering Transforms
Fuente:
arXiv
Saved in:
| Main Authors: | Jiang, Yuanhong, Zou, Dongmian, Zhang, Xiaoqun, Wang, Yu Guang |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
The Birman-Krein Trace Formula and Scattering Phase on Product space
by: Zhang, Hong
Published: (2025)
by: Zhang, Hong
Published: (2025)
Scattering theory of topologically protected edge transport
by: Chen, Binglu, et al.
Published: (2023)
by: Chen, Binglu, et al.
Published: (2023)
Angular Graph Fractional Fourier Transform: Theory and Application
by: Zhao, Feiyue, et al.
Published: (2025)
by: Zhao, Feiyue, et al.
Published: (2025)
Weighted eigenvalues of Dirac operators: complete continuity and comparison
by: Qiu, Zixuan, et al.
Published: (2025)
by: Qiu, Zixuan, et al.
Published: (2025)
Optimizing ADMM and Over-Relaxed ADMM Parameters for Linear Quadratic Problems
by: Song, Jintao, et al.
Published: (2024)
by: Song, Jintao, et al.
Published: (2024)
On Spectra of Metric Tree Graphs
by: Chamberlain, Tyler
Published: (2024)
by: Chamberlain, Tyler
Published: (2024)
Numerical Study of Quantum Resonances in Chaotic Scattering
by: Lin, Kevin K.
Published: (2001)
by: Lin, Kevin K.
Published: (2001)
Boundary Value Problems for Dirac Operators on Graphs
by: Richtsfeld, Alberto
Published: (2023)
by: Richtsfeld, Alberto
Published: (2023)
Transformations preserving the effective spectral radius of a matrix
by: Delmas, Jean-François, et al.
Published: (2024)
by: Delmas, Jean-François, et al.
Published: (2024)
Generalizing the Eigenvalue Interlacing Theorem to Pseudo-Similarity Transformations
by: Guillen-Garcia, Julio, et al.
Published: (2025)
by: Guillen-Garcia, Julio, et al.
Published: (2025)
Limit points of (signless) Laplacian spectral radii of linear trees
by: Belardo, Francesco, et al.
Published: (2024)
by: Belardo, Francesco, et al.
Published: (2024)
Minimally $(k,k)$-edge-connected graphs via spectral radius
by: Wang, Yu, et al.
Published: (2026)
by: Wang, Yu, et al.
Published: (2026)
Locally Equienergetic Graphs
by: Dede, Cahit, et al.
Published: (2026)
by: Dede, Cahit, et al.
Published: (2026)
Spectral Graph Pruning Against Over-Squashing and Over-Smoothing
by: Jamadandi, Adarsh, et al.
Published: (2024)
by: Jamadandi, Adarsh, et al.
Published: (2024)
Spectral Gaps for Jacobi Matrices on Graphs
by: Breuer, Jonathan, et al.
Published: (2024)
by: Breuer, Jonathan, et al.
Published: (2024)
Fair and Tolerant (FAT) Graph Colorings
by: Beers, Lies, et al.
Published: (2025)
by: Beers, Lies, et al.
Published: (2025)
Spectral Perspectives on FAT Graph Colorings
by: Beers, Lies, et al.
Published: (2026)
by: Beers, Lies, et al.
Published: (2026)
Geometric Scattering on Measure Spaces
by: Chew, Joyce, et al.
Published: (2022)
by: Chew, Joyce, et al.
Published: (2022)
Fundamental Limits of Spectral Clustering in Stochastic Block Models
by: Zhang, Anderson Ye
Published: (2023)
by: Zhang, Anderson Ye
Published: (2023)
Gaussian-weighted normal operators on Euclidean space
by: Zou, Yuzhou Joey
Published: (2026)
by: Zou, Yuzhou Joey
Published: (2026)
Scattering theory of the $p$-form Laplacian on manifolds with generalized cusps
by: Hunsicker, E., et al.
Published: (2011)
by: Hunsicker, E., et al.
Published: (2011)
A survey of edge-spectral-Turán type problems in spectral graph theory: Results, conjectures and open problems
by: Yu, Yuantian, et al.
Published: (2025)
by: Yu, Yuantian, et al.
Published: (2025)
Scattering for Schrödinger operators with conical decay
by: Black, Adam, et al.
Published: (2022)
by: Black, Adam, et al.
Published: (2022)
A Semi-Classical Szegő-type Limit Theorem for Toeplitz Operators
by: Camper, Trevor, et al.
Published: (2024)
by: Camper, Trevor, et al.
Published: (2024)
Limiting absorption principle for long-range perturbation in a graphene setting
by: Athmouni, Nassim, et al.
Published: (2025)
by: Athmouni, Nassim, et al.
Published: (2025)
Direct spectral problems for Paley-Wiener canonical systems
by: Zhang, Ashley R.
Published: (2025)
by: Zhang, Ashley R.
Published: (2025)
Limiting absorption principle for long-range perturbation in the discrete triangular lattice setting
by: Athmouni, Nassim, et al.
Published: (2024)
by: Athmouni, Nassim, et al.
Published: (2024)
Asymptotic Equivalence of Identification Operators in Geometric Scattering Theory
by: Güneysu, Batu
Published: (2024)
by: Güneysu, Batu
Published: (2024)
Inverse problems for ZS-operators and their isomorphisms
by: Korotyaev, Evgeny, et al.
Published: (2025)
by: Korotyaev, Evgeny, et al.
Published: (2025)
Grassmanian Interpolation of Low-Pass Graph Filters: Theory and Applications
by: Savostianov, Anton, et al.
Published: (2025)
by: Savostianov, Anton, et al.
Published: (2025)
Pólya's conjecture on $\mathbb{S}^1 \times \R$
by: Freitas, Pedro, et al.
Published: (2025)
by: Freitas, Pedro, et al.
Published: (2025)
Periodic approximations in inverse spectral problems for canonical Hamiltonian systems
by: Poltoratski, Alexei, et al.
Published: (2022)
by: Poltoratski, Alexei, et al.
Published: (2022)
The Coherent State Transform and an Application to the Hyperbolic Laplacian
by: Weinmann, Timon Ruben
Published: (2024)
by: Weinmann, Timon Ruben
Published: (2024)
Problems in spectral analysis of canonical Hamiltonian systems
by: Makarov, Nikolai, et al.
Published: (2026)
by: Makarov, Nikolai, et al.
Published: (2026)
Scattering for Schrödinger operators with potentials concentrated near a subspace
by: Black, Adam, et al.
Published: (2022)
by: Black, Adam, et al.
Published: (2022)
Non-r-partite graphs without complete split subgraphs
by: Wang, Bing, et al.
Published: (2025)
by: Wang, Bing, et al.
Published: (2025)
Scattering in relativistic quantum field theory: basic concepts, tools, and results
by: Buchholz, Detlev, et al.
Published: (2005)
by: Buchholz, Detlev, et al.
Published: (2005)
Three Revisits to Node-Level Graph Anomaly Detection: Outliers, Message Passing and Hyperbolic Neural Networks
by: Gu, Jing, et al.
Published: (2024)
by: Gu, Jing, et al.
Published: (2024)
Analysis and Approximate Inference of Large Random Kronecker Graphs
by: Liao, Zhenyu, et al.
Published: (2023)
by: Liao, Zhenyu, et al.
Published: (2023)
Statistical Limits in Random Tensors with Multiple Correlated Spikes
by: Qi, Yang, et al.
Published: (2025)
by: Qi, Yang, et al.
Published: (2025)
Similar Items
-
The Birman-Krein Trace Formula and Scattering Phase on Product space
by: Zhang, Hong
Published: (2025) -
Scattering theory of topologically protected edge transport
by: Chen, Binglu, et al.
Published: (2023) -
Angular Graph Fractional Fourier Transform: Theory and Application
by: Zhao, Feiyue, et al.
Published: (2025) -
Weighted eigenvalues of Dirac operators: complete continuity and comparison
by: Qiu, Zixuan, et al.
Published: (2025) -
Optimizing ADMM and Over-Relaxed ADMM Parameters for Linear Quadratic Problems
by: Song, Jintao, et al.
Published: (2024)