Qing Yang

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 12

Top Topics

Effective Pruning

Integrity Verification

Top Venues

ACM Trans. Embed. Comput. Syst.

IEEE Trans. Circuits Syst. I Regul. Pap.

Publications

Jiachen Mao, Qing Yang, Ang Li, Kent W. Nixon, Hai Li, Yiran Chen
Toward Efficient and Adaptive Design of Video Detection System with Deep Neural Networks. ACM Trans. Embed. Comput. Syst. 21 (3) (2022)
Qing Yang, Hai Li
BitSystolic: A 26.7 TOPS/W 2b~8b NPU With Configurable Data Flows for Edge Devices. IEEE Trans. Circuits Syst. I Regul. Pap. 68 (3) (2021)
Qing Yang, Jiachen Mao, Zuoguan Wang, Hai (Helen) Li
Dynamic Regularization on Activation Sparsity for Neural Network Efficiency Improvement. ACM J. Emerg. Technol. Comput. Syst. 17 (4) (2021)
Jiachen Mao, Qing Yang, Ang Li, Hai Helen Li, Yiran Chen
MobiEye: An Efficient Cloud-based Video Detection System for Real-time Mobile Applications. DAC (2019)
Qing Yang, Wei Wen, Zuoguan Wang, Hai Li
Joint Regularization on Activations and Weights for Efficient Neural Network Pruning. ICMLA (2019)
Qing Yang, Wei Wen, Zuoguan Wang, Hai Li
Joint Pruning on Activations and Weights for Efficient Neural Networks. CoRR (2019)
Qing Yang, Jiachen Mao, Zuoguan Wang, Hai Li
DASNet: Dynamic Activation Sparsity for Neural Network Efficiency Improvement. ICTAI (2019)
Qing Yang, Jiachen Mao, Zuoguan Wang, Hai Li
DASNet: Dynamic Activation Sparsity for Neural Network Efficiency Improvement. CoRR (2019)
Qing Yang, Hai Li, Qing Wu
A Quantized Training Method to Enhance Accuracy of ReRAM-based Neuromorphic Systems. ISCAS (2018)
Hao Jiang, Kevin Yamada, Zizhe Ren, Thomas Kwok, Fu Luo, Qing Yang, Xiaorong Zhang, J. Joshua Yang, Qiangfei Xia, Yiran Chen, Hai Helen Li, Qing Wu, Mark Barnell
Pulse-Width Modulation based Dot-Product Engine for Neuromorphic Computing System using Memristor Crossbar Array. ISCAS (2018)
Chenchen Liu, Qing Yang, Chi Zhang, Hao Jiang, Qing Wu, Hai Helen Li
A memristor-based neuromorphic engine with a current sensing scheme for artificial neural network applications. ASP-DAC (2017)
Chenchen Liu, Qing Yang, Bonan Yan, Jianlei Yang, Xiaocong Du, Weijie Zhu, Hao Jiang, Qing Wu, Mark Barnell, Hai Li
A Memristor Crossbar Based Computing Engine Optimized for High Speed and Accuracy. ISVLSI (2016)
Qing Yang, Songping Mai, Yixin Zhao, Zhijun Wang, Chun Zhang, Zhihua Wang
An on-chip security guard based on zero-power authentication for implantable medical devices. MWSCAS (2014)