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Yuxian Qiu
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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
912020
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
632022
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
612019
Ptolemy: Architecture support for robust deep learning
Y Gan, Y Qiu, J Leng, M Guo, Y Zhu
2020 53rd Annual IEEE/ACM International Symposium on Microarchitecture …, 2020
322020
Bandwidth and locality aware task-stealing for manycore architectures with bandwidth-asymmetric memory
H Zhao, Q Chen, Y Qiu, M Wu, Y Shen, J Leng, C Li, M Guo
ACM Transactions on Architecture and Code Optimization (TACO) 15 (4), 1-26, 2018
122018
Efficient Adaptive Activation Rounding for Post-Training Quantization
Z Li, C Guo, Z Zhu, Y Zhou, Y Qiu, X Gao, J Leng, M Guo
arXiv preprint arXiv:2208.11945, 2022
82022
Nesting forward automatic differentiation for memory-efficient deep neural network training
C Guo, Y Qiu, J Leng, C Zhang, Y Cao, Q Zhang, Y Liu, F Yang, M Guo
2022 IEEE 40th International Conference on Computer Design (ICCD), 738-745, 2022
72022
Low-latency proactive continuous vision
Y Gan, Y Qiu, L Chen, J Leng, Y Zhu
Proceedings of the ACM International Conference on Parallel Architectures …, 2020
72020
Accelerating sparse dnns based on tiled gemm
C Guo, F Xue, J Leng, Y Qiu, Y Guan, W Cui, Q Chen, M Guo
IEEE Transactions on Computers, 2024
42024
Amanda: Unified Instrumentation Framework for Deep Neural Networks
Y Guan, Y Qiu, J Leng, F Yang, S Yu, Y Liu, Y Feng, Y Zhu, L Zhou, ...
Proceedings of the 29th ACM International Conference on Architectural …, 2024
12024
SVSoC: Speculative Vision Systems-on-a-Chip
Y Gan, Y Qiu, J Leng, Y Zhu
IEEE Computer Architecture Letters 18 (1), 47-50, 2019
2019
Effective Path: Know the Unknowns of Neural Network
Y Qiu, J Leng, Y Zhu, Q Chen, C Li, M Guo
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Articles 1–12