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Automatic Fault Detection for Deep Learning Programs Using Graph
  Transformations
v1v2 (latest)

Automatic Fault Detection for Deep Learning Programs Using Graph Transformations

ACM Transactions on Software Engineering and Methodology (TOSEM), 2021
17 May 2021
Amin Nikanjam
Houssem Ben Braiek
Mohammad Mehdi Morovati
Foutse Khomh
    GNN
ArXiv (abs)PDFHTMLGithub

Papers citing "Automatic Fault Detection for Deep Learning Programs Using Graph Transformations"

7 / 7 papers shown
Why Attention Fails: A Taxonomy of Faults in Attention-Based Neural Networks
Why Attention Fails: A Taxonomy of Faults in Attention-Based Neural Networks
Sigma Jahan
S. Rajput
Tushar Sharma
Mohammad Masudur Rahman
140
0
0
06 Aug 2025
Path Analysis for Effective Fault Localization in Deep Neural Networks
Path Analysis for Effective Fault Localization in Deep Neural NetworksApplied Soft Computing (Appl. Soft Comput.), 2023
Soroush Hashemifar
Saeed Parsa
A. Kalaee
AAML
377
0
0
28 Jan 2025
An Empirical Study of Fault Localisation Techniques for Deep Learning
An Empirical Study of Fault Localisation Techniques for Deep Learning
Nargiz Humbatova
Jinhan Kim
Gunel Jahangirova
S. Yoo
Paolo Tonella
330
1
0
15 Dec 2024
Urban Computing for Climate and Environmental Justice: Early
  Perspectives From Two Research Initiatives
Urban Computing for Climate and Environmental Justice: Early Perspectives From Two Research Initiatives
Carolina Veiga
Ashish Sharma
Daniel de Oliveira
Marcos Lage
Fabio Miranda
AI4CE
317
2
0
06 Oct 2024
Mutation-based Fault Localization of Deep Neural Networks
Mutation-based Fault Localization of Deep Neural NetworksInternational Conference on Automated Software Engineering (ASE), 2023
Ali Ghanbari
Deepak-George Thomas
Muhammad Arbab Arshad
Hridesh Rajan
318
20
0
10 Sep 2023
Bug Characterization in Machine Learning-based Systems
Bug Characterization in Machine Learning-based SystemsEmpirical Software Engineering (EMSE), 2023
Mohammad Mehdi Morovati
Amin Nikanjam
Florian Tambon
Foutse Khomh
Zhen Ming
Z. Jiang
290
36
0
26 Jul 2023
Bugs in Machine Learning-based Systems: A Faultload Benchmark
Bugs in Machine Learning-based Systems: A Faultload BenchmarkEmpirical Software Engineering (EMSE), 2022
Mohammad Mehdi Morovati
Amin Nikanjam
Foutse Khomh
Zhen Ming
Z. Jiang
245
35
0
24 Jun 2022
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