| 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 | 86 | 2020 |
| 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 | 61 | 2022 |
| 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 | 59 | 2019 |
| 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 | 32 | 2020 |
| 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 | 12 | 2018 |
| 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 | 8 | 2022 |
| 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 | 7 | 2022 |
| 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 | 6 | 2020 |
| 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 | 3 | 2024 |
| 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 | 1 | 2024 |
| 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 | | |
