Shaowu Chen

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 11

Top Topics

Data Summarization

Matrix Decomposition

Convolutional Neural Networks

Top Venues

IEEE J. Sel. Top. Signal Process.

Publications

Shaowu Chen, Weize Sun, Lei Huang, Xiaopeng Li, Qingyuan Wang, Deepu John
POCKET: Pruning random convolution kernels for time series classification from a feature selection perspective. Knowl. Based Syst. 300 (2024)
Shaowu Chen, Jiahao Zhou, Weize Sun, Lei Huang
Joint matrix decomposition for deep convolutional neural networks compression. Neurocomputing 516 (2023)
Shaowu Chen, Weize Sun, Lei Huang, Xiaopeng Li, Qingyuan Wang, Deepu John
P-ROCKET: Pruning Random Convolution Kernels for Time Series Classification. CoRR (2023)
Shaowu Chen, Weize Sun, Lei Huang
WHC: Weighted Hybrid Criterion for Filter Pruning on Convolutional Neural Networks. ICASSP (2023)
Shaowu Chen, Weize Sun, Lei Huang
WHC: Weighted Hybrid Criterion for Filter Pruning on Convolutional Neural Networks. CoRR (2023)
Xuhua Li, Weize Sun, Lei Huang, Shaowu Chen
Sub-network Multi-objective Evolutionary Algorithm for Filter Pruning. CoRR (2022)
Shaowu Chen, Jiahao Zhou, Weize Sun, Lei Huang
Joint Matrix Decomposition for Deep Convolutional Neural Networks Compression. CoRR (2021)
Weize Sun, Shaowu Chen, Lei Huang, Hing Cheung So, Min Xie
Deep Convolutional Neural Network Compression via Coupled Tensor Decomposition. IEEE J. Sel. Top. Signal Process. 15 (3) (2021)
Liangliang Liu, Shaowu Chen, Fuhao Zhang, Fang-Xiang Wu, Yi Pan, Jianxin Wang
Deep convolutional neural network for automatically segmenting acute ischemic stroke lesion in multi-modality MRI. Neural Comput. Appl. 32 (11) (2020)
Liangliang Liu, Shaowu Chen, Xiaofeng Zhu, Xing-Ming Zhao, Fang-Xiang Wu, Jianxin Wang
Deep convolutional neural network for accurate segmentation and quantification of white matter hyperintensities. Neurocomputing 384 (2020)
Xin Yang, Weize Sun, Lei Huang, Shaowu Chen
Compressing Deep Models using Multi Tensor Train Decomposition. ICCAIS (2019)
Shaowu Chen, Guangliang Dong, Haitao Li, Qinghui Liu, Xin Zheng, Guanlei Chen
A Study on Accurate Same Beam Interferometry Differential Phase Delay Closure. CIT (2012)
Jinzhong Yu, Qiming Wang, Buwen Cheng, Shaowu Chen, Yuhua Zuo
Recent Progresses of Si-Based Photonics in Chinese Main Land. IEICE Trans. Electron. (2) (2008)
Jinzhong Yu, Shaowu Chen, Jinsong Xia, Zhangtao Wang, Zhongchao Fan, Yanping Li, Jingwei Liu, Di Yang, Yuanyuan Chen
Research progresses of SOI optical waveguide devices and integrated optical switch matrix. Sci. China Ser. F Inf. Sci. 48 (2) (2005)