Jiaming Xie

An Efficient Hardware Accelerator for Sparse Convolutional Neural Networks on FPGAs

Liqiang Lu, Jiaming Xie, Ruirui Huang et al. · 2019 · 144 citations

Engineering, Computer Engineering, Computer Science +10

An Efficient Hardware Design for Accelerating Sparse CNNs With NAS-Based Models

Yun Liang, Liqiang Lu, Yicheng Jin et al. · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 2021 · 44 citations · Full text

Engineering, Computer Engineering, Computer Science +17

A Unified Framework of DNN Weight Pruning and Weight Clustering/Quantization Using ADMM

Shaokai Ye, Tianyun Zhang, Kaiqi Zhang et al. · arXiv (Cornell University) · 2018 · 43 citations · Full text

Computing, Computer Engineering, Computer Science +16

OMNI: A Framework for Integrating Hardware and Software Optimizations for Sparse CNNs

Yun Liang, Liqiang Lu, Jiaming Xie · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 2020 · 41 citations · Full text

Computing, Computer Engineering, Computer Science +16

Hybrid traffic prediction scheme for intelligent transportation systems based on historical and real-time data

Jiaming Xie, Yi‐King Choi · International Journal of Distributed Sensor Networks · 2017 · 23 citations · Full text

Computing, Computer Science, Forecasting +16