| Understanding Error Propagation in Deep Learning Neural Network (DNN) Accelerators and Applications G Li, S Hari, M Sullivan, T Tsai, K Pattabiraman, J Emer, SW Keckler International Conference for High-Performance Computing, Networking, Storage …, 2017 | 615 | 2017 |
| Quantifying the accuracy of high-level fault injection techniques for hardware faults J Wei, A Thomas, G Li, K Pattabiraman 2014 44th Annual IEEE/IFIP International Conference on Dependable Systems …, 2014 | 225 | 2014 |
| Av-fuzzer: Finding safety violations in autonomous driving systems G Li, Y Li, S Jha, T Tsai, M Sullivan, SKS Hari, Z Kalbarczyk, R Iyer 2020 IEEE 31st international symposium on software reliability engineering …, 2020 | 171 | 2020 |
| Modeling soft-error propagation in programs G Li, K Pattabiraman, SKS Hari, M Sullivan, T Tsai 2018 48th Annual IEEE/IFIP International Conference on Dependable Systems …, 2018 | 124 | 2018 |
| BinFI an efficient fault injector for safety-critical machine learning systems Z Chen, G Li, K Pattabiraman, N DeBardeleben Proceedings of the International Conference for High Performance Computing …, 2019 | 119 | 2019 |
| Understanding error propagation in GPGPU applications G Li, K Pattabiraman, CY Cher, P Bose SC'16: Proceedings of the International Conference for High Performance …, 2016 | 112 | 2016 |
| A low-cost fault corrector for deep neural networks through range restriction Z Chen, G Li, K Pattabiraman 2021 51st Annual IEEE/IFIP International Conference on Dependable Systems …, 2021 | 97 | 2021 |
| Tensorfi: A flexible fault injection framework for tensorflow applications Z Chen, N Narayanan, B Fang, G Li, K Pattabiraman, N DeBardeleben 2020 IEEE 31st International Symposium on Software Reliability Engineering …, 2020 | 79 | 2020 |
| Tensorfi: A configurable fault injector for tensorflow applications G Li, K Pattabiraman, N DeBardeleben 2018 IEEE International symposium on software reliability engineering …, 2018 | 73 | 2018 |
| Configurable detection of SDC-causing errors in programs Q Lu, G Li, K Pattabiraman, MS Gupta, JA Rivers ACM Transactions on Embedded Computing Systems (TECS) 16 (3), 1-25, 2017 | 43 | 2017 |
| Pid-piper: Recovering robotic vehicles from physical attacks P Dash, G Li, Z Chen, M Karimibiuki, K Pattabiraman 2021 51st Annual IEEE/IFIP International Conference on Dependable Systems …, 2021 | 36 | 2021 |
| Modeling input-dependent error propagation in programs G Li, K Pattabiraman 2018 48th Annual IEEE/IFIP International Conference on Dependable Systems …, 2018 | 36 | 2018 |
| Fine-grained characterization of faults causing long latency crashes in programs G Li, Q Lu, K Pattabiraman 2015 45th annual ieee/ifip international conference on dependable systems …, 2015 | 32 | 2015 |
| Automatic fault localization for client‐side JavaScript FS Ocariza Jr, G Li, K Pattabiraman, A Mesbah Software Testing, Verification and Reliability 26 (1), 69-88, 2016 | 31 | 2016 |
| Gpu-trident: efficient modeling of error propagation in gpu programs AR Anwer, G Li, K Pattabiraman, M Sullivan, T Tsai, SKS Hari SC20: International Conference for High Performance Computing, Networking …, 2020 | 27 | 2020 |
| A tale of two injectors: End-to-end comparison of ir-level and assembly-level fault injection L Palazzi, G Li, B Fang, K Pattabiraman 2019 IEEE 30th International Symposium on Software Reliability Engineering …, 2019 | 27 | 2019 |
| Comet: a novel memory-efficient deep learning training framework by using error-bounded lossy compression S Jin, C Zhang, X Jiang, Y Feng, H Guan, G Li, SL Song, D Tao arXiv preprint arXiv:2111.09562, 2021 | 26 | 2021 |
| Ranger: Boosting error resilience of deep neural networks through range restriction Z Chen, G Li, K Pattabiraman arXiv preprint arXiv:2003.13874, 2020 | 23 | 2020 |
| cuSZp: An Ultra-fast GPU Error-bounded Lossy Compression Framework with Optimized End-to-End Performance Y Huang, S Di, X Yu, G Li, F Cappello Proceedings of the International Conference for High Performance Computing …, 2023 | 20 | 2023 |
| Fault injection for TensorFlow applications N Narayanan, Z Chen, B Fang, G Li, K Pattabiraman, N Debardeleben IEEE Transactions on Dependable and Secure Computing 20 (4), 2677-2695, 2022 | 15 | 2022 |
Karthik PattabiramanProfessor, Electrical and Computer Engineering, University of British ColumbiaEmail verificata su ece.ubc.ca