Róisín Luo
Scholar

Róisín Luo

Google Scholar ID: X33n9mAAAAAJ
University of Galway; Irish National Center for Research Training in AI (CRT-AI); Research Ireland
Trustworthy AIRobustness and UncertaintyML TheoryDiffusion ModelGraph Model
Google Scholar↗
Citations & Impact
All-time
Citations
132
 
H-index
4
 
i10-index
2
 
Publications
13
 
Co-authors
11
list available
Contact
No contact links provided.
Publications
5 items
Principles of Lipschitz continuity in neural networks
2026
Cited
0
Sampling Matters in Explanations: Towards Trustworthy Attribution Analysis Building Block in Visual Models through Maximizing Explanation Certainty
2025
Cited
0
Optimization-Induced Dynamics of Lipschitz Continuity in Neural Networks
2025
Cited
0
Infinitesimal Higher-Order Spectral Variations in Rectangular Real Random Matrices
2025
Cited
0
Interpreting Global Perturbation Robustness of Image Models using Axiomatic Spectral Importance Decomposition
Trans. Mach. Learn. Res. · 2024
Cited
1
Resume (English only)
Co-authors
11 total
Co-author 1
Co-author 1
Dong Li
Dong Li
University of California, Merced
Jie Ren
Jie Ren
William & Mary
Minjia Zhang
Minjia Zhang
University of Illinois at Urbana-Champagin
Ivy Peng
Ivy Peng
Associate Professor of Computer Science, KTH
James McDermott
James McDermott
University of Galway (formerly National University of Ireland, Galway)
Colm O'Riordan
Colm O'Riordan
NUI, Galway
Luanzheng Guo
Luanzheng Guo
Pacific Northwest National Laboratory