Rangeet Pan
Title
Cited by
Cited by
Year
A Comprehensive Study on Deep Learning Bug Characteristics
MJ Islam, G Nguyen, R Pan, H Rajan
ESEC/FSE'19: The ACM Joint European Software Engineering Conference and …, 2019
612019
Repairing Deep Neural Networks: Fix Patterns and Challenges
MJ Islam, R Pan, G Nguyen, H Rajan
2020 IEEE/ACM 42nd International Conference on Software Engineering (ICSE), 2020
232020
What do developers ask about ML libraries? a large-scale study using stack overflow
MJ Islam, HA Nguyen, R Pan, H Rajan
arXiv preprint arXiv:1906.11940, 2019
82019
Identifying classes susceptible to adversarial attacks
R Pan, MJ Islam, S Ahmed, H Rajan
arXiv preprint arXiv:1905.13284, 2019
62019
Static deep neural network analysis for robustness
R Pan
Proceedings of the 2019 27th ACM Joint meeting on european software …, 2019
52019
On Decomposing a Deep Neural Network into Modules
R Pan, H Rajan
Proceedings of the 2020 28th ACM Joint Meeting on European Software …, 2020
32020
A benchmark for bugs and fix patterns for deep neural networks
MJ Islam, R Pan, G Nguyen, H Rajan
22020
Does fixing bug increase robustness in deep learning?
R Pan
Proceedings of the ACM/IEEE 42nd International Conference on Software …, 2020
12020
Can Program Synthesis be Used to Learn Merge Conflict Resolutions? An Empirical Analysis
R Pan, V Le, N Nagappan, S Gulwani, S Lahiri, M Kaufman
2021 IEEE/ACM 43nd International Conference on Software Engineering (ICSE), 2021
2021
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