Ruizhe Zhao

发表

Hardware Compilation of Deep Neural Networks: An Overview

Wayne Luk, Xinyu Niu, Xiwei Wang, 2018, 2018 IEEE 29th International Conference on Application-specific Systems, Architectures and Processors (ASAP).

Scale-Free Sparse Matrix-Vector Multiplication on Many-Core Architectures

Yun Liang, Ruizhe Zhao, Rick Siow Mong Goh, 2017, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

Optimizing and auto-tuning scale-free sparse matrix-vector multiplication on Intel Xeon Phi

Yun Liang, Ruizhe Zhao, Rick Siow Mong Goh, 2015, 2015 IEEE/ACM International Symposium on Code Generation and Optimization (CGO).

Adaptive Loss Scaling for Mixed Precision Training pdf

Tanvir Ahmed, Ruizhe Zhao, Brian Vogel, 2019, ArXiv.

Automatic Optimising CNN with Depthwise Separable Convolution on FPGA: (Abstact Only)

Wayne Luk, Xinyu Niu, Ruizhe Zhao, 2018, FPGA.

Learning Grouped Convolution for Efficient Domain Adaptation pdf

Wayne Luk, Ruizhe Zhao, W. Luk, 2018, ArXiv.

Optimizing CNN-Based Object Detection Algorithms on Embedded FPGA Platforms

Wayne Luk, Qiang Liu, Xinyu Niu, 2017, ARC.

A genome-wide cis-regulatory element discovery method based on promoter sequences and gene co-expression networks

Zhen Gao, Ruizhe Zhao, Jianhua Ruan, 2012, BMC Genomics.

Reconfigurable Hardware Generation for Tensor Flow Models of CNN Algorithms on a Heterogeneous Acceleration Platform

Meikang Qiu, Yongxin Zhu, Wayne Luk, 2018, SmartCom.

Efficient Structured Pruning and Architecture Searching for Group Convolution

Wayne Luk, Ruizhe Zhao, 2019, 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW).

Deep Neural Network Approximation for Custom Hardware

Wayne Luk, Xinyu Niu, Peter Y. K. Cheung, 2019, ACM Comput. Surv..

Hardware Acceleration for Machine Learning

Wayne Luk, Xinyu Niu, Ruizhe Zhao, 2017, 2017 IEEE Computer Society Annual Symposium on VLSI (ISVLSI).

DeepPump: Multi-pumping deep Neural Networks

Wayne Luk, Xinyu Niu, Ruizhe Zhao, 2017, 2017 IEEE 28th International Conference on Application-specific Systems, Architectures and Processors (ASAP).

Towards Efficient Convolutional Neural Network for Domain-Specific Applications on FPGA

Wayne Luk, Xinyu Niu, Ruizhe Zhao, 2018, 2018 28th International Conference on Field Programmable Logic and Applications (FPL).

On-chip FPGA Debug Instrumentation for Machine Learning Applications

Wayne Luk, Steven J. E. Wilton, Jeffrey B. Goeders, 2019, FPGA.