Qing Jin

AdaBits: Neural Network Quantization With Adaptive Bit-Widths

Qing Jin, Linjie Yang, Zhenyu Liao · 2020 · 125 citations

Convolutional Neural Network, Engineering, Machine Learning +16

CAP-RAM: A Charge-Domain In-Memory Computing 6T-SRAM for Accurate and Precision-Programmable CNN Inference

Zhiyu Chen, Zhanghao Yu, Qing Jin et al. · IEEE Journal of Solid-State Circuits · 2021 · 115 citations · Full text

FracBits: Mixed Precision Quantization via Fractional Bit-Widths

Linjie Yang, Qing Jin · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 68 citations · Full text

Model Quantization, Real Data Type, Convolutional Neural Network +13

Teachers Do More Than Teach: Compressing Image-to-Image Models

Qing Jin, Jian Ren, Oliver J. Woodford et al. · 2021 · 55 citations

Artificial Intelligence, Engineering, Machine Learning +18

MEST: Accurate and Fast Memory-Economic Sparse Training Framework on the Edge

Geng Yuan, Xiaolong Ma, Wei Niu et al. · arXiv (Cornell University) · 2021 · 41 citations · Full text