An on-chip security guard based on zero-power authentication for implantable medical devices. - Qing Yang 011; Songping Mai; Yixin Zhao; Zhijun Wang; Chun Zhang; Zhihua Wang 001 (MWSCAS, 2014)

A Memristor Crossbar Based Computing Engine Optimized for High Speed and Accuracy. - Chenchen Liu; Qing Yang 011; Bonan Yan; Jianlei Yang 001; Xiaocong Du; Weijie Zhu; Hao Jiang 014; Qing Wu 002; Mark Barnell; Hai Li 001 (ISVLSI, 2016)

A memristor-based neuromorphic engine with a current sensing scheme for artificial neural network applications. - Chenchen Liu; Qing Yang 011; Chi Zhang; Hao Jiang 014; Qing Wu 002; Hai Helen Li (ASP-DAC, 2017)

Pulse-Width Modulation based Dot-Product Engine for Neuromorphic Computing System using Memristor Crossbar Array. - Hao Jiang 014; Kevin Yamada; Zizhe Ren; Thomas Kwok; Fu Luo; Qing Yang 011; Xiaorong Zhang; J. Joshua Yang; Qiangfei Xia; Yiran Chen 001; Hai Helen Li; Qing Wu 002; et al. (ISCAS, 2018)

A Quantized Training Method to Enhance Accuracy of ReRAM-based Neuromorphic Systems. - Qing Yang 011; Hai Li 001; Qing Wu 002 (ISCAS, 2018)

MobiEye: An Efficient Cloud-based Video Detection System for Real-time Mobile Applications. - Jiachen Mao; Qing Yang 011; Ang Li 005; Hai Helen Li; Yiran Chen 001 (DAC, 2019)

Joint Regularization on Activations and Weights for Efficient Neural Network Pruning. - Qing Yang 011; Wei Wen; Zuoguan Wang; Hai Li 001 (ICMLA, 2019)

DASNet: Dynamic Activation Sparsity for Neural Network Efficiency Improvement. - Qing Yang 011; Jiachen Mao; Zuoguan Wang; Hai Li 001 (ICTAI, 2019)

Joint Pruning on Activations and Weights for Efficient Neural Networks. - Qing Yang 011; Wei Wen; Zuoguan Wang; Hai Li 001 (CoRR, 2019)

Algorithm-hardware co-optimization for neural network efficiency improvement. - Qing Yang 011 (2020)

Dynamic Regularization on Activation Sparsity for Neural Network Efficiency Improvement. - Qing Yang 011; Jiachen Mao; Zuoguan Wang; Hai (Helen) Li (ACM J. Emerg. Technol. Comput. Syst., 2021)

BitSystolic: A 26.7 TOPS/W 2b 8b NPU With Configurable Data Flows for Edge Devices. - Qing Yang 011; Hai Li 001 (IEEE Trans. Circuits Syst. I Regul. Pap., 2021)

Toward Efficient and Adaptive Design of Video Detection System with Deep Neural Networks. - Jiachen Mao; Qing Yang 011; Ang Li 005; Kent W. Nixon; Hai Li 001; Yiran Chen 001 (ACM Trans. Embed. Comput. Syst., 2022)