A comprehensive study on deep learning bug characteristics MJ Islam, G Nguyen, R Pan, H Rajan Proceedings of the 2019 27th ACM joint meeting on european software …, 2019 | 293 | 2019 |
Repairing deep neural networks: Fix patterns and challenges MJ Islam, R Pan, G Nguyen, H Rajan Proceedings of the ACM/IEEE 42nd International Conference on Software …, 2020 | 121 | 2020 |
Manas: Mining Software Repositories to Assist AutoML G Nguyen, J Islam, R Pan, H Rajan 2022 IEEE/ACM 44th International Conference on Software Engineering (ICSE), 2021 | 17 | 2021 |
Repairing deep neural networks: Fix patterns and challenges. In 2020 IEEE/ACM 42nd International Conference on Software Engineering (ICSE) MJ Islam, R Pan, G Nguyen, H Rajan IEEE, 2020 | 16 | 2020 |
Fix fairness, don’t ruin accuracy: Performance aware fairness repair using AutoML G Nguyen, S Biswas, H Rajan Proceedings of the 31st ACM Joint European Software Engineering Conference …, 2023 | 10 | 2023 |
A benchmark for bugs and fix patterns for deep neural networks MJ Islam, R Pan, G Nguyen, H Rajan | 2 | 2020 |
Repairing deep neural networks MJ Islam, R Pan, G Nguyen, H Rajan Proceedings of the ACM/IEEE 42nd International Conference on Software …, 2020 | | 2020 |