| Accelerating recommendation system training by leveraging popular choices M Adnan, YE Maboud, D Mahajan, PJ Nair PVLDB 15 (1), 127-140, 2021 | 67 | 2021 |
| Keyformer: Kv cache reduction through key tokens selection for efficient generative inference M Adnan, A Arunkumar, G Jain, P Nair, I Soloveychik, P Kamath Proceedings of Machine Learning and Systems 6, 114-127, 2024 | 37 | 2024 |
| Heterogeneous acceleration pipeline for recommendation system training M Adnan, YE Maboud, D Mahajan, PJ Nair 2024 ACM/IEEE 51st Annual International Symposium on Computer Architecture …, 2024 | 18 | 2024 |
| Workload-Aware Hardware Architecture Recommendations A Phanishayee, D Mahajan, J Kulkarni, M Castro, M Adnan US Patent App. 17/965,681, 2024 | 6 | 2024 |
| Ad-Rec: Advanced Feature Interactions to Address Covariate-Shifts in Recommendation Networks M Adnan, YE Maboud, D Mahajan, PJ Nair Machine Learning for Systems Workshop at 37th NeurIPS Conference, 2023, 2023 | 3 | 2023 |
| Accelerating input dispatching for deep learning recommendation models training M Adnan University of British Columbia, 2021 | 1 | 2021 |
| Workload-Aware Hardware Accelerator Mining for Distributed Deep Learning Training M Adnan, A Phanishayee, J Kulkarni, PJ Nair, D Mahajan arXiv preprint arXiv:2404.14632, 2024 | | 2024 |
| Accelerating Recommender Model Training by Dynamically Skipping Stale Embeddings Y Ebrahimzadeh Maboud, M Adnan, D Mahajan, PJ Nair arXiv e-prints, arXiv: 2404.04270, 2024 | | 2024 |
Prashant NairThe University of British ColumbiaBestätigte E-Mail-Adresse bei ece.ubc.ca