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Jingwen Leng
Jingwen Leng
Verified email at cs.sjtu.edu.cn - Homepage
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Year
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
7512013
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
1632013
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
1052015
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
742020
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
672015
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
582019
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
582015
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
562021
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
482022
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
482020
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
462014
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
402021
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
332021
Exploiting webpage characteristics for energy-efficient mobile web browsing
Y Zhu, A Srikanth, J Leng, VJ Reddi
IEEE Computer Architecture Letters 13 (1), 33-36, 2012
332012
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
302021
Themis: Predicting and reining in application-level slowdown on spatial multitasking GPUs
W Zhao, Q Chen, H Lin, J Zhang, J Leng, C Li, W Zheng, L Li, M Guo
2019 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2019
292019
Transkimmer: Transformer learns to layer-wise skim
Y Guan, Z Li, J Leng, Z Lin, M Guo
arXiv preprint arXiv:2205.07324, 2022
272022
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
272022
Exceeding conservative limits: A consolidated analysis on modern hardware margins
G Papadimitriou, A Chatzidimitriou, D Gizopoulos, VJ Reddi, J Leng, ...
IEEE Transactions on Device and Materials Reliability 20 (2), 341-350, 2020
272020
Ebird: Elastic batch for improving responsiveness and throughput of deep learning services
W Cui, M Wei, Q Chen, X Tang, J Leng, L Li, M Guo
2019 IEEE 37th International Conference on Computer Design (ICCD), 497-505, 2019
272019
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