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Gitta Kutyniok

1

Affiliations

Affiliations

LMU Munich

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 3:11 AM AMS

9

papers

215

total citations

papers (9)

Generalization Analysis of Message Passing Neural Networks on Large Random Graphs

NEURIPS 2022arXiv

A Fractional Graph Laplacian Approach to Oversmoothing

NEURIPS 2023arXiv

OOD Link Prediction Generalization Capabilities of Message-Passing GNNs in Larger Test Graphs

NEURIPS 2022arXiv

Cartoon Explanations of Image Classifiers

Neural (Tangent Kernel) Collapse

NEURIPS 2023arXiv

Explaining Image Classifiers With Multiscale Directional Image Representation

Graph Scattering beyond Wavelet Shackles

NEURIPS 2022arXiv

Learning Interpretable Queries for Explainable Image Classification with Information Pursuit

Revisiting Glorot Initialization for Long-Range Linear Recurrences

NEURIPS 2025arXiv