Xizi Chen

A high-throughput and energy-efficient RRAM-based convolutional neural network using data encoding and dynamic quantization

Chi-Ying Tsui, Jingyang Zhu, Jingbo Jiang, 2018, 2018 23rd Asia and South Pacific Design Automation Conference (ASP-DAC).

SubMac: Exploiting the subword-based computation in RRAM-based CNN accelerator for energy saving and speedup

Chi-Ying Tsui, Jingyang Zhu, Jingbo Jiang, 2019, Integr..

SparseNN: An energy-efficient neural network accelerator exploiting input and output sparsity

Chi-Ying Tsui, Jingyang Zhu, Jingbo Jiang, 2017, 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE).

Tight Compression: Compressing CNN Model Tightly Through Unstructured Pruning and Simulated Annealing Based Permutation

Jingyang Zhu, Chi-Ying Tsui, Xizi Chen, 2020, 2020 57th ACM/IEEE Design Automation Conference (DAC).

CompRRAE: RRAM-based convolutional neural network accelerator with reduced computations through a runtime activation estimation

Chi-Ying Tsui, Jingyang Zhu, Jingbo Jiang, 2019, ASP-DAC.

A Reconfigurable Winograd CNN Accelerator with Nesting Decomposition Algorithm for Computing Convolution with Large Filters pdf

Chi-Ying Tsui, Xizi Chen, Jingbo Jiang, 2021, ArXiv.

Tight Compression: Compressing CNN Through Fine-Grained Pruning and Weight Permutation for Efficient Implementation pdf

Chi-Ying Tsui, Jingyang Zhu, Xizi Chen, 2021, ArXiv.

4.4 Å Resolution Cryo-EM structure of human mTOR Complex 1

Mengjie Liu, Dan Tan, Xizi Chen, 2016, Protein & Cell.