Adversarial Defense Through Network Profiling Based Path Extraction. - Yuxian Qiu; Jingwen Leng; Cong Guo 003; Quan Chen 002; Chao Li 009; Minyi Guo; Yuhao Zhu 001 (CVPR, 2019)

SVSoC: Speculative Vision Systems-on-a-Chip. - Yiming Gan; Yuxian Qiu; Jingwen Leng; Yuhao Zhu 001 (IEEE Comput. Archit. Lett., 2019)

Bandwidth and Locality Aware Task-stealing for Manycore Architectures with Bandwidth-Asymmetric Memory. - Han Zhao 005; Quan Chen 002; Yuxian Qiu; Ming Wu 007; Yao Shen; Jingwen Leng; Chao Li 009; Minyi Guo (ACM Trans. Archit. Code Optim., 2019)

Low-Latency Proactive Continuous Vision. - Yiming Gan; Yuxian Qiu; Lele Chen; Jingwen Leng; Yuhao Zhu 001 (PACT, 2020)

Ptolemy: Architecture Support for Robust Deep Learning. - Yiming Gan; Yuxian Qiu; Jingwen Leng; Minyi Guo; Yuhao Zhu 001 (MICRO, 2020)

Accelerating sparse DNN models without hardware-support via tile-wise sparsity. - Cong Guo 003; Bo Yang Hsueh; Jingwen Leng; Yuxian Qiu; Yue Guan 003; Zehuan Wang; Xiaoying Jia 001; Xipeng Li; Minyi Guo; Yuhao Zhu 001 (SC, 2020)

Nesting Forward Automatic Differentiation for Memory-Efficient Deep Neural Network Training. - Cong Guo 003; Yuxian Qiu; Jingwen Leng; Chen Zhang 001; Ying Cao; Quanlu Zhang; Yunxin Liu 001; Fan Yang 024; Minyi Guo (ICCD, 2022)

SQuant: On-the-Fly Data-Free Quantization via Diagonal Hessian Approximation. - Cong Guo 003; Yuxian Qiu; Jingwen Leng; Xiaotian Gao; Chen Zhang 001; Yunxin Liu 001; Fan Yang 024; Yuhao Zhu 001; Minyi Guo (ICLR, 2022)

Efficient Activation Quantization via Adaptive Rounding Border for Post-Training Quantization. - Zhengyi Li 002; Cong Guo 003; Zhanda Zhu; Yangjie Zhou 001; Yuxian Qiu; Xiaotian Gao; Jingwen Leng; Minyi Guo (CoRR, 2022)

Amanda: Unified Instrumentation Framework for Deep Neural Networks. - Yue Guan 003; Yuxian Qiu; Jingwen Leng; Fan Yang 024; Shuo Yu 006; Yunxin Liu 001; Yu Feng 007; Yuhao Zhu 001; Lidong Zhou; Yun Liang 001; Chen Zhang 001; Chao Li 009; et al. (ASPLOS (1), 2024)

Accelerating Sparse DNNs Based on Tiled GEMM. - Cong Guo 003; Fengchen Xue; Jingwen Leng; Yuxian Qiu; Yue Guan 003; Weihao Cui; Quan Chen 002; Minyi Guo (IEEE Trans. Computers, 2024)