| Pytorchfi: A runtime perturbation tool for dnns A Mahmoud, N Aggarwal, A Nobbe, JRS Vicarte, SV Adve, CW Fletcher, ... 2020 50th Annual IEEE/IFIP International Conference on Dependable Systems …, 2020 | 125 | 2020 |
| Approxilyzer: Towards a systematic framework for instruction-level approximate computing and its application to hardware resiliency R Venkatagiri, A Mahmoud, SKS Hari, SV Adve 2016 49th Annual IEEE/ACM International Symposium on Microarchitecture …, 2016 | 108 | 2016 |
| Optimizing software-directed instruction replication for gpu error detection A Mahmoud, SKS Hari, MB Sullivan, T Tsai, SW Keckler SC18: International Conference for High Performance Computing, Networking …, 2018 | 79 | 2018 |
| Hardnn: Feature map vulnerability evaluation in cnns A Mahmoud, SKS Hari, CW Fletcher, SV Adve, C Sakr, N Shanbhag, ... arXiv preprint arXiv:2002.09786, 2020 | 49 | 2020 |
| Optimizing Selective Protection for CNN Resilience A Mahmoud, SKS Hari, CW Fletcher, SV Adve, C Sakr, N Shanbhag, ... International Symposium on Software Reliability Engineering (ISSRE), 2021 | 48 | 2021 |
| Verification and synthesis of firewalls using SAT and QBF S Zhang, A Mahmoud, S Malik, S Narain 2012 20th IEEE International Conference on Network Protocols (ICNP), 1-6, 2012 | 42 | 2012 |
| gem5-approxilyzer: An open-source tool for application-level soft error analysis R Venkatagiri, K Ahmed, A Mahmoud, S Misailovic, D Marinov, ... 2019 49th Annual IEEE/IFIP International Conference on Dependable Systems …, 2019 | 36 | 2019 |
| Minotaur: Adapting software testing techniques for hardware errors A Mahmoud, R Venkatagiri, K Ahmed, S Misailovic, D Marinov, ... Proceedings of the Twenty-Fourth International Conference on Architectural …, 2019 | 34 | 2019 |
| Mavfi: An end-to-end fault analysis framework with anomaly detection and recovery for micro aerial vehicles YS Hsiao, Z Wan, T Jia, R Ghosal, A Mahmoud, A Raychowdhury, ... 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-6, 2023 | 28 | 2023 |
| Inter-kernel reuse-aware thread block scheduling M Huzaifa, J Alsop, A Mahmoud, G Salvador, MD Sinclair, SV Adve ACM Transactions on Architecture and Code Optimization (TACO) 17 (3), 1-27, 2020 | 24 | 2020 |
| Frl-fi: Transient fault analysis for federated reinforcement learning-based navigation systems Z Wan, A Anwar, A Mahmoud, T Jia, YS Hsiao, VJ Reddi, ... 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE), 430-435, 2022 | 15 | 2022 |
| Interference alignment performanceon MIMO X channels with imperfect channel knowledge AR Mahmoud, M El-Khamy, K Elsayed 2012 IEEE 13th International Workshop on Signal Processing Advances in …, 2012 | 14 | 2012 |
| Goldeneye: A platform for evaluating emerging numerical data formats in dnn accelerators A Mahmoud, T Tambe, T Aloui, D Brooks, GY Wei 2022 52nd Annual IEEE/IFIP International Conference on Dependable Systems …, 2022 | 12 | 2022 |
| Guess & Sketch: Language Model Guided Transpilation C Lee, A Mahmoud, M Kurek, S Campanoni, D Brooks, S Chong, GY Wei, ... arXiv preprint arXiv:2309.14396, 2023 | 9 | 2023 |
| Mavfi: An end-to-end fault analysis framework with anomaly detection and recovery for micro aerial vehicles. In 2023 Design, Automation & Test in Europe Conference & Exhibition … YS Hsiao, Z Wan, T Jia, R Ghosal, A Mahmoud, A Raychowdhury, ... IEEE, 2023 | 8 | 2023 |
| Approxcaliper: A programmable framework for application-aware neural network optimization Y Zhao, H Sharif, P Pao-Huang, V Shah, AN Sivakumar, ... Proceedings of Machine Learning and Systems 5, 2023 | 7 | 2023 |
| Frl-fi: Transient fault analysis for federated reinforcement learning-based navigation systems. In 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE) Z Wan, A Anwar, A Mahmoud, T Jia, YS Hsiao, VJ Reddi, ... IEEE, 2022 | 7 | 2022 |
| Silent Data Corruption in Robot Operating System: A Case for End-to-End System-Level Fault Analysis Using Autonomous UAVs YS Hsiao, Z Wan, T Jia, R Ghosal, A Mahmoud, A Raychowdhury, ... IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2023 | 4 | 2023 |
| Optimizing software-directed instruction replication for GPU error detection S Hari, M Sullivan, T Tsai, SW Keckler, A Mahmoud US Patent 10,817,289, 2020 | 4 | 2020 |
| Leveraging software testing to explore input dependence for approximate computing A Mahmoud, R Venkatagiri, K Ahmed, SV Adve, S Misailovic, D Marinov | 4 | 2017 |
Sarita AdveProfessor of Computer Science, University of Illinois at Urbana-ChampaignEmail verificata su illinois.edu