GuardNN: secure accelerator architecture for privacy-preserving deep learning W Hua, M Umar, Z Zhang, GE Suh Proceedings of the 59th ACM/IEEE Design Automation Conference, 349-354, 2022 | 55 | 2022 |
MGX: near-zero overhead memory protection for data-intensive accelerators W Hua, M Umar, Z Zhang, GE Suh Proceedings of the 49th Annual International Symposium on Computer …, 2022 | 26* | 2022 |
SoftVN: efficient memory protection via software-provided version numbers M Umar, W Hua, Z Zhang, GE Suh Proceedings of the 49th Annual International Symposium on Computer …, 2022 | 6 | 2022 |
FLIQS: One-Shot Mixed-Precision Floating-Point and Integer Quantization Search J Dotzel, G Wu, A Li, M Umar, Y Ni, MS Abdelfattah, Z Zhang, L Cheng, ... arXiv preprint arXiv:2308.03290, 2023 | 1 | 2023 |
Towards Understanding Systems Trade-offs in Retrieval-Augmented Generation Model Inference M Shen, M Umar, K Maeng, GE Suh, U Gupta arXiv preprint arXiv:2412.11854, 2024 | | 2024 |
Creating a biomedical knowledge base by addressing GPT inaccurate responses and benchmarking context SS Darnell, RW Overall, A Guarracino, V Colonna, F Villani, E Garrison, ... bioRxiv, 2024.10. 16.618663, 2024 | | 2024 |