Rangeet Pan
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Conference paper
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2020
2019
0001
On Decomposing a Deep Neural Network into Modules
ESEC/FSE, 2020 (ACM SIGSOFT Distinguished Paper Award)
Rangeet Pan
,
Hridesh Rajan
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Repairing Deep Neural Networks: Fix Patterns and Challenges
ICSE 2020 The 42nd International Conference on Software Engineering (May 2020)
Md Johirul Islam
,
Rangeet Pan
,
Giang Nguyen
,
Hridesh Rajan
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Does Fixing Bug Increase Robustness in Deep Learning?
ICSE 2020 The 42nd International Conference on Software Engineering (May 2020) SRC
Rangeet Pan
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Static deep neural network analysis for robustness
The ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) SRC (Aug. …
Rangeet Pan
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A Comprehensive Study on Deep Learning Bug Characteristics
The ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) (Aug. 2019)
Md Johirul Islam
,
Giang Nguyen
,
Rangeet Pan
,
Hridesh Rajan
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What Do Developers Ask About ML Libraries? A Large-scale Study Using Stack Overflow
Under review TSE 2020
Md Johirul Islam
,
Hoan Anh Nguyen
,
Rangeet Pan
,
Hridesh Rajan
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Identifying Classes Susceptible to Adversarial Attacks
Despite numerous attempts to defend deep learning based image classifiers, they remain susceptible to the adversarial attacks.
Rangeet Pan
,
Md Johirul Islam
,
Shibbir Ahmed
,
Hridesh Rajan
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