| GPUWattch: Enabling energy optimizations in GPGPUs J Leng, T Hetherington, A ElTantawy, S Gilani, NS Kim, TM Aamodt, ... ACM SIGARCH computer architecture news 41 (3), 487-498, 2013 | 817 | 2013 |
| Olive: Accelerating large language models via hardware-friendly outlier-victim pair quantization C Guo, J Tang, W Hu, J Leng, C Zhang, F Yang, Y Liu, M Guo, Y Zhu Proceedings of the 50th Annual International Symposium on Computer …, 2023 | 181 | 2023 |
| A locality-aware memory hierarchy for energy-efficient GPU architectures M Rhu, M Sullivan, J Leng, M Erez Proceedings of the 46th Annual IEEE/ACM International Symposium on …, 2013 | 181 | 2013 |
| Dual-side sparse tensor core Y Wang, C Zhang, Z Xie, C Guo, Y Liu, J Leng 2021 ACM/IEEE 48th Annual International Symposium on Computer Architecture …, 2021 | 126 | 2021 |
| Accelerating sparse dnn models without hardware-support via tile-wise sparsity C Guo, BY Hsueh, J Leng, Y Qiu, Y Guan, Z Wang, X Jia, X Li, M Guo, ... SC20: International Conference for High Performance Computing, Networking …, 2020 | 121 | 2020 |
| Safe limits on voltage reduction efficiency in GPUs: A direct measurement approach J Leng, A Buyuktosunoglu, R Bertran, P Bose, VJ Reddi Proceedings of the 48th International Symposium on Microarchitecture, 294-307, 2015 | 118 | 2015 |
| Ant: Exploiting adaptive numerical data type for low-bit deep neural network quantization C Guo, C Zhang, J Leng, Z Liu, F Yang, Y Liu, M Guo, Y Zhu 2022 55th IEEE/ACM International Symposium on Microarchitecture (MICRO …, 2022 | 107 | 2022 |
| Squant: On-the-fly data-free quantization via diagonal hessian approximation C Guo, Y Qiu, J Leng, X Gao, C Zhang, Y Liu, F Yang, Y Zhu, M Guo arXiv preprint arXiv:2202.07471, 2022 | 96 | 2022 |
| Enable simultaneous DNN services based on deterministic operator overlap and precise latency prediction W Cui, H Zhao, Q Chen, N Zheng, J Leng, J Zhao, Z Song, T Ma, Y Yang, ... Proceedings of the International Conference for High Performance Computing …, 2021 | 75 | 2021 |
| Adaptive guardband scheduling to improve system-level efficiency of the POWER7+ Y Zu, CR Lefurgy, J Leng, M Halpern, MS Floyd, VJ Reddi Proceedings of the 48th International Symposium on Microarchitecture, 308-321, 2015 | 75 | 2015 |
| Adversarial defense through network profiling based path extraction Y Qiu, J Leng, C Guo, Q Chen, C Li, M Guo, Y Zhu Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019 | 69 | 2019 |
| Architectural implications of graph neural networks Z Zhang, J Leng, L Ma, Y Miao, C Li, M Guo IEEE Computer architecture letters 19 (1), 59-62, 2020 | 68 | 2020 |
| Characterizing and demystifying the implicit convolution algorithm on commercial matrix-multiplication accelerators Y Zhou, M Yang, C Guo, J Leng, Y Liang, Q Chen, M Guo, Y Zhu 2021 IEEE International Symposium on Workload Characterization (IISWC), 214-225, 2021 | 65 | 2021 |
| GPU voltage noise: Characterization and hierarchical smoothing of spatial and temporal voltage noise interference in GPU architectures J Leng, Y Zu, VJ Reddi 2015 IEEE 21st International Symposium on High Performance Computer …, 2015 | 65 | 2015 |
| Dubhe: Towards data unbiasedness with homomorphic encryption in federated learning client selection S Zhang, Z Li, Q Chen, W Zheng, J Leng, M Guo Proceedings of the 50th International Conference on Parallel Processing, 1-10, 2021 | 63 | 2021 |
| VELTAIR: towards high-performance multi-tenant deep learning services via adaptive compilation and scheduling Z Liu, J Leng, Z Zhang, Q Chen, C Li, M Guo Proceedings of the 27th ACM International Conference on Architectural …, 2022 | 62 | 2022 |
| Chimera: An analytical optimizing framework for effective compute-intensive operators fusion S Zheng, S Chen, P Song, R Chen, X Li, S Yan, D Lin, J Leng, Y Liang 2023 IEEE International Symposium on High-Performance Computer Architecture …, 2023 | 52 | 2023 |
| Transkimmer: Transformer learns to layer-wise skim Y Guan, Z Li, J Leng, Z Lin, M Guo arXiv preprint arXiv:2205.07324, 2022 | 49 | 2022 |
| GPUVolt: Modeling and characterizing voltage noise in GPU architectures J Leng, Y Zu, M Rhu, M Gupta, VJ Reddi Proceedings of the 2014 international symposium on Low power electronics and …, 2014 | 49 | 2014 |
| SALO: an efficient spatial accelerator enabling hybrid sparse attention mechanisms for long sequences G Shen, J Zhao, Q Chen, J Leng, C Li, M Guo Proceedings of the 59th ACM/IEEE Design Automation Conference, 571-576, 2022 | 43 | 2022 |
Minyi GuoIEEE Fellow, Chair Professor, Shanghai Jiao Tong UniversityVerified email at cs.sjtu.edu.cn
