Zhi Gang Liu

According to our database, Zhi Gang Liu authored at least 9 papers between 2018 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2022

S2TA: Exploiting Structured Sparsity for Energy-Efficient Mobile CNN Acceleration.

Zhi Gang Liu, Paul N. Whatmough, Yuhao Zhu, Matthew Mattina

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2022

2021

Doping: A technique for efficient compression of LSTM models using sparse structured additive matrices.

Urmish Thakker, Paul N. Whatmough, Zhi Gang Liu, Matthew Mattina, Jesse G. Beu

CoRR, 2021

Doping: A technique for Extreme Compression of LSTM Models using Sparse Structured Additive Matrices.

Urmish Thakker, Paul N. Whatmough, Zhi Gang Liu, Matthew Mattina, Jesse G. Beu

Proceedings of Machine Learning and Systems 2021, 2021

2020

Sparse Systolic Tensor Array for Efficient CNN Hardware Acceleration.

Zhi Gang Liu, Paul N. Whatmough, Matthew Mattina

CoRR, 2020

Systolic Tensor Array: An Efficient Structured-Sparse GEMM Accelerator for Mobile CNN Inference.

Zhi Gang Liu, Paul N. Whatmough, Matthew Mattina

IEEE Comput. Archit. Lett., 2020

Efficient Residue Number System Based Winograd Convolution.

Zhi Gang Liu, Matthew Mattina

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Learning Low-precision Neural Networks without Straight-Through Estimator (STE).

Zhi Gang Liu, Matthew Mattina

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Based on Weighted Morphology Aero-engine Bore Scope Cracks Image Segmentation.

Yan-Ying Guo, Zhi Gang Liu, Qing-Ji Gao

Proceedings of the 2019 11th International Conference on Machine Learning and Computing, 2019

2018

Research On Multi-point Calibration Linear Approximation Indoor Positioning Algorithm Based On LED Array.

Li Zhao, Zhi Gang Liu, Dong Wang

Proceedings of the 5th International Conference on Systems and Informatics, 2018