Yuxian Qiu

Accelerating Sparse DNN Models without Hardware-Support via Tile-Wise Sparsity

Cong Guo, Bo Yang Hsueh, Jingwen Leng et al. · 2020 · 61 citations

Computing, Computer Engineering, Computer Science +17

Adversarial Defense Through Network Profiling Based Path Extraction

Yuxian Qiu, Jingwen Leng, Cong Guo et al. · 2019 · 45 citations

Computing, Computer Science, Cybersecurity +13

Ptolemy: Architecture Support for Robust Deep Learning

Yiming Gan, Yuxian Qiu, Jingwen Leng et al. · 2020 · 27 citations

Computing, Computer Science, Computer Systems +9

SQuant: On-the-Fly Data-Free Quantization via Diagonal Hessian Approximation

Cong Guo, Yuxian Qiu, Jingwen Leng et al. · arXiv (Cornell University) · 2022 · 19 citations · Full text

Computing, Computer Engineering, Computer Science +15

Accelerating Sparse DNNs Based on Tiled GEMM

Cong Guo, Fengchen Xue, Jingwen Leng et al. · IEEE Transactions on Computers · 2024 · 16 citations

Computing, Computer Engineering, Computer Science +17