Xizi Chen

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 14

Top Topics

Number Of Hidden Units

Predictive Control

Decomposition Algorithm

Top Venues

Publications

Xizi Chen, Jingyang Zhu, Jingbo Jiang, Chi-Ying Tsui
Tight Compression: Compressing CNN Through Fine-Grained Pruning and Weight Permutation for Efficient Implementation. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (2) (2023)
Xizi Chen, Shin Kawai, Triet Nguyen-Van
Model Predictive Control for Stand-alone Half-bridge Inverter. GCCE (2023)
Jingbo Jiang, Xizi Chen, Chi-Ying Tsui
Accelerating Large Kernel Convolutions with Nested Winograd Transformation. VLSI-SoC (2023)
Xiaomeng Wang, Fengshi Tian, Xizi Chen, Jiakun Zheng, Xuejiao Liu, Fengbin Tu, Jie Yang, Mohamad Sawan, Kwang-Ting Cheng, Chi-Ying Tsui
A 137.5 TOPS/W SRAM Compute-in-Memory Macro with 9-b Memory Cell-Embedded ADCs and Signal Margin Enhancement Techniques for AI Edge Applications. CoRR (2023)
Xizi Chen, Rui Pan, Xiaomeng Wang, Fengshi Tian, Chi-Ying Tsui
Late Breaking Results: Weight Decay is ALL You Need for Neural Network Sparsification. DAC (2023)
Xiaomeng Wang, Xuejiao Liu, Xianghong Hu, Xiaopeng Zhong, Xizi Chen, Yu Liu, Patrick Kong, Fengshi Tian, Chi-Ying Tsui
TAC-RAM: A 65nm 4Kb SRAM Computing-in-Memory Design with 57.55 TOPS/W supporting Multibit Matrix-Vector Multiplication for Binarized Neural Network. AICAS (2022)
Jingbo Jiang, Xizi Chen, Chi-Ying Tsui
A Reconfigurable Winograd CNN Accelerator with Nesting Decomposition Algorithm for Computing Convolution with Large Filters. CoRR (2021)
Xizi Chen, Jingyang Zhu, Jingbo Jiang, Chi-Ying Tsui
Tight Compression: Compressing CNN Through Fine-Grained Pruning and Weight Permutation for Efficient Implementation. CoRR (2021)
Xizi Chen, Jingyang Zhu, Jingbo Jiang, Chi-Ying Tsui
Tight Compression: Compressing CNN Model Tightly Through Unstructured Pruning and Simulated Annealing Based Permutation. DAC (2020)
Xizi Chen, Jingbo Jiang, Jingyang Zhu, Chi-Ying Tsui
SubMac: Exploiting the subword-based computation in RRAM-based CNN accelerator for energy saving and speedup. Integr. 69 (2019)
Xizi Chen, Jingyang Zhu, Jingbo Jiang, Chi-Ying Tsui
CompRRAE: RRAM-based convolutional neural network accelerator with reduced computations through a runtime activation estimation. ASP-DAC (2019)
Jingyang Zhu, Jingbo Jiang, Xizi Chen, Chi-Ying Tsui
SparseNN: An energy-efficient neural network accelerator exploiting input and output sparsity. DATE (2018)
Xizi Chen, Jingbo Jiang, Jingyang Zhu, Chi-Ying Tsui
A high-throughput and energy-efficient RRAM-based convolutional neural network using data encoding and dynamic quantization. ASP-DAC (2018)
Jingyang Zhu, Jingbo Jiang, Xizi Chen, Chi-Ying Tsui
SparseNN: An Energy-Efficient Neural Network Accelerator Exploiting Input and Output Sparsity. CoRR (2017)