| AWB-GCN: A graph convolutional network accelerator with runtime workload rebalancing T Geng, A Li, R Shi, C Wu, T Wang, Y Li, P Haghi, A Tumeo, S Che, ... 2020 53rd Annual IEEE/ACM International Symposium on Microarchitecture …, 2020 | 306 | 2020 |
| Dynamic sparse training: Find efficient sparse network from scratch with trainable masked layers J Liu, Z Xu, R Shi, RCC Cheung, HKH So arXiv preprint arXiv:2005.06870, 2020 | 138 | 2020 |
| Mix and match: A novel fpga-centric deep neural network quantization framework SE Chang, Y Li, M Sun, R Shi, HKH So, X Qian, Y Wang, X Lin 2021 IEEE International Symposium on High-Performance Computer Architecture …, 2021 | 117 | 2021 |
| Radio frequency fingerprinting on the edge T Jian, Y Gong, Z Zhan, R Shi, N Soltani, Z Wang, J Dy, K Chowdhury, ... IEEE Transactions on Mobile Computing 21 (11), 4078-4093, 2021 | 65 | 2021 |
| O3BNN-R: An out-of-order architecture for high-performance and regularized BNN inference T Geng, A Li, T Wang, C Wu, Y Li, R Shi, W Wu, M Herbordt IEEE Transactions on parallel and distributed systems 32 (1), 199-213, 2020 | 45 | 2020 |
| E-LSTM: Efficient inference of sparse LSTM on embedded heterogeneous system R Shi, J Liu, HKH So, S Wang, Y Liang Proceedings of the 56th Annual Design Automation Conference 2019, 1-6, 2019 | 27 | 2019 |
| CSB-RNN: A faster-than-realtime rnn acceleration framework with compressed structured blocks R Shi, P Dong, T Geng, Y Ding, X Ma, HKH So, M Herbordt, A Li, Y Wang Proceedings of the 34th ACM International Conference on Supercomputing, 1-12, 2020 | 24 | 2020 |
| The neuro vector engine: Flexibility to improve convolutional net efficiency for wearable vision M Peemen, R Shi, S Lal, B Juurlink, B Mesman, H Corporaal 2016 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2016 | 23 | 2016 |
| FTDL: a tailored FPGA-overlay for deep learning with high scalability R Shi, Y Ding, X Wei, H Li, H Liu, HKH So, C Ding 2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020 | 22* | 2020 |
| Co-design hardware and algorithm for vector search W Jiang, S Li, Y Zhu, J de Fine Licht, Z He, R Shi, C Renggli, S Zhang, ... Proceedings of the International Conference for High Performance Computing …, 2023 | 18 | 2023 |
| Exploiting HBM on FPGAs for data processing R Shi, K Kara, C Hagleitner, D Diamantopoulos, D Syrivelis, G Alonso ACM Transactions on Reconfigurable Technology and Systems 15 (4), 1-27, 2022 | 16 | 2022 |
| A locality aware convolutional neural networks accelerator R Shi, Z Xu, Z Sun, M Peemen, A Li, H Corporaal, D Wu 2015 Euromicro Conference on Digital System Design, 591-598, 2015 | 11 | 2015 |
| MSP: an FPGA-specific mixed-scheme, multi-precision deep neural network quantization framework SE Chang, Y Li, M Sun, W Jiang, R Shi, X Lin, Y Wang arXiv preprint arXiv:2009.07460, 2020 | 10 | 2020 |
| High-throughput line buffer microarchitecture for arbitrary sized streaming image processing R Shi, JSJ Wong, HKH So Journal of Imaging 5 (3), 34, 2019 | 8 | 2019 |
| A heterogeneous system for real-time detection with AdaBoost Z Xu, R Shi, Z Sun, Y Li, Y Zhao, C Wu 2016 IEEE 18th International Conference on High Performance Computing and …, 2016 | 6 | 2016 |
| Ultra-low latency continuous block-parallel stream windowing using FPGA on-chip memory JSJ Wong, R Shi, M Wang, HKH So 2017 International Conference on Field Programmable Technology (ICFPT), 56-63, 2017 | 4 | 2017 |
| Image super-resolution for ultrafast optical time-stretch imaging R Shi, AC Chan, EY Lam, HKH So 24th Congress of the International Commission for Optics (ICO), W1F-08, 2017 | 4 | 2017 |
| ECI: a Customizable Cache Coherency Stack for Hybrid FPGA-CPU Architectures A Ramdas, M Giardino, R Shi, A Turowski, D Cock, G Alonso, T Roscoe arXiv preprint arXiv:2208.07124, 2022 | 2 | 2022 |
| A real-time coprime line scan super-resolution system for ultra-fast microscopy R Shi, JSJ Wong, EY Lam, KK Tsia, HKH So IEEE transactions on biomedical circuits and systems 13 (4), 781-792, 2019 | 2 | 2019 |
| Domain-specific FPGA overlay: an architecture-compilation co-design methodology R Shi HKU Theses Online (HKUTO), 2020 | | 2020 |
Hayden Kwok-Hay SoUniveristy of Hong KongVerified email at eee.hku.hk