| Transpim: A memory-based acceleration via software-hardware co-design for transformer M Zhou, W Xu, J Kang, T Rosing 2022 IEEE International Symposium on High-Performance Computer Architecture …, 2022 | 38 | 2022 |
| Enhanced message-passing based LEACH protocol for wireless sensor networks J Kang, I Sohn, SH Lee Sensors 19 (1), 75, 2018 | 31 | 2018 |
| Safer at school early alert: an observational study of wastewater and surface monitoring to detect COVID-19 in elementary schools R Fielding-Miller, S Karthikeyan, T Gaines, RS Garfein, RA Salido, ... The Lancet Regional Health–Americas 19, 2023 | 23* | 2023 |
| Hyperrec: Efficient recommender systems with hyperdimensional computing Y Guo, M Imani, J Kang, S Salamat, J Morris, B Aksanli, Y Kim, T Rosing Proceedings of the 26th Asia and South Pacific Design Automation Conference …, 2021 | 22 | 2021 |
| OpenHD: A GPU-Powered Framework for Hyperdimensional Computing J Kang, B Khaleghi, T Rosing, Y Kim IEEE Transactions on Computers 71 (11), 2753-2765, 2022 | 18 | 2022 |
| XCelHD: An Efficient GPU-Powered Hyperdimensional Computing with Parallelized Training J Kang, B Khaleghi, Y Kim, T Rosing 2022 27th Asia and South Pacific Design Automation Conference (ASP-DAC), 220-225, 2022 | 18 | 2022 |
| Relhd: A graph-based learning on fefet with hyperdimensional computing J Kang, M Zhou, A Bhansali, W Xu, A Thomas, T Rosing 2022 IEEE 40th International Conference on Computer Design (ICCD), 553-560, 2022 | 14 | 2022 |
| Generic: highly efficient learning engine on edge using hyperdimensional computing B Khaleghi, J Kang, H Xu, J Morris, T Rosing Proceedings of the 59th ACM/IEEE Design Automation Conference, 1117-1122, 2022 | 14 | 2022 |
| Fhdnn: Communication efficient and robust federated learning for aiot networks R Chandrasekaran, K Ergun, J Lee, D Nanjunda, J Kang, T Rosing Proceedings of the 59th ACM/IEEE Design Automation Conference, 37-42, 2022 | 12 | 2022 |
| A near-storage framework for boosted data preprocessing of mass spectrum clustering W Xu, J Kang, T Rosing Proceedings of the 59th ACM/IEEE Design Automation Conference, 313-318, 2022 | 6 | 2022 |
| Hyperspec: Ultrafast mass spectra clustering in hyperdimensional space W Xu, J Kang, W Bittremieux, N Moshiri, T Rosing Journal of proteome research 22 (6), 1639-1648, 2023 | 5 | 2023 |
| Swapping metagenomics preprocessing pipeline components offers speed and sensitivity increases G Armstrong, C Martino, J Morris, B Khaleghi, J Kang, J DeReus, Q Zhu, ... Msystems 7 (2), e01378-21, 2022 | 5 | 2022 |
| Massively Parallel Open Modification Spectral Library Searching with Hyperdimensional Computing J Kang, W Xu, W Bittremieux, T Rosing Proceedings of the International Conference on Parallel Architectures and …, 2022 | 4 | 2022 |
| Store-n-learn: Classification and clustering with hyperdimensional computing across flash hierarchy S Gupta, B Khaleghi, S Salamat, J Morris, R Ramkumar, J Yu, A Tiwari, ... ACM Transactions on Embedded Computing Systems (TECS) 21 (3), 1-25, 2022 | 4 | 2022 |
| Fsl-hd: Accelerating few-shot learning on reram using hyperdimensional computing W Xu, J Kang, T Rosing 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-6, 2023 | 3 | 2023 |
| COSMO: computing with stochastic numbers in memory S Gupta, M Imani, J Sim, A Huang, F Wu, J Kang, Y Kim, TŠ Rosing ACM Journal on Emerging Technologies in Computing Systems (JETC) 18 (2), 1-25, 2022 | 3 | 2022 |
| Accelerating open modification spectral library searching on tensor core in high-dimensional space J Kang, W Xu, W Bittremieux, N Moshiri, T Rosing Bioinformatics 39 (7), btad404, 2023 | 2 | 2023 |
| Patternet: explore and exploit filter patterns for efficient deep neural networks B Khaleghi, U Mallappa, D Yaldiz, H Yang, M Shah, J Kang, T Rosing Proceedings of the 59th ACM/IEEE Design Automation Conference, 223-228, 2022 | 2 | 2022 |
| Fpga acceleration of protein back-translation and alignment S Salamat, J Kang, Y Kim, M Imani, N Moshiri, T Rosing 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), 822-827, 2021 | 2 | 2021 |
| HD-bind: Encoding of molecular structure with low precision, hyperdimensional binary representations D Jones, JE Allen, X Zhang, B Khaleghi, J Kang, W Xu, N Moshiri, ... arXiv preprint arXiv:2303.15604, 2023 | 1 | 2023 |
Tajana RosingDistinguished Professor, UCSDVerified email at ucsd.edu
