陈夕子

姓名

陈夕子

性别


职称

副研究员

学位

博士

电话

QQ - 1606860281

邮箱

xchenbn@mail.hzau.edu.cn

政治面貌

中共党员

工作单位

bat365官网登录入口bat365官网登录入口

研究方向

深度学习-算法与计算架构设计、人工智能芯片等

教育经历

2011.9 - 2015.6 西安交通大学、电子科学与技术、学士

2015.9 - 2021.6 香港科技大学、电子及计算机工程、博士

主要职历

2019.9 - 2021.1 香港科技大学、电子及计算机工程系、研究助理

2021.7 - 至今  bat365官网登录入口 bat365官网登录入口   副研究员

科研成果

欢迎对深度学习算法及计算架构、人工智能芯片等相关领域感兴趣的同学与我联系。

Xizi Chen (通讯作者), Jingyang Zhu, Jingbo Jiang, Chi-Ying Tsui. Tight Compression: Compressing CNN Through Fine-Grained Pruning and Weight Permutation for Efficient Implementation. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2022, accepted. (中国计算机学会 CCF-A 类)

Xizi Chen (通讯作者), Jingyang Zhu, Jingbo Jiang, Chi-Ying Tsui. Tight Compression: Compressing CNN Model Tightly Through Unstructured Pruning and Simulated Annealing Based Permutation. 57th Design Automation Conference (DAC), San Francisco, USA. July 20-24, 2020, 1-6. (中国计算机学会 CCF-A 类)

Xizi Chen (通讯作者), Jingyang Zhu, Jingbo Jiang, Chi-Ying Tsui. CompRRAE: RRAM-Based Convolutional Neural Network Accelerator with Reduced Computations Through a Runtime Activation Estimation. 24th Asia and South Pacific Design Automation Conference (ASP-DAC), Tokyo, Japan. Jan 21-24, 2019, 133-139. (中国计算机学会 CCF-C 类)

Xizi Chen (通讯作者), Jingbo Jiang, Jingyang Zhu, Chi-Ying Tsui. SubMac: Exploiting the Subword-Based Computation in RRAM-Based CNN Accelerator for Energy Saving and Speedup. Integration, the VLSI Journal, 2019, 69: 356-368. (中国计算机学会 CCF-C 类)

Xizi Chen (通讯作者), Jingbo Jiang, Jingyang Zhu, Chi-Ying Tsui. A High-Throughput and Energy-Efficient RRAM-Based Convolutional Neural Network Using Data Encoding and Dynamic Quantization. 23rd Asia and South Pacific Design Automation Conference (ASP-DAC), Jeju, Korea. Jan 22-25, 2018, 123-128. (中国计算机学会 CCF-C 类)

Jingyang Zhu (通讯作者), Jingbo Jiang, Xizi Chen, Chi-Ying Tsui. SparseNN: An Energy-Efficient Neural Network Accelerator Exploiting Input and Output Sparsity. Design, Automation and Test in Europe Conference and Exhibition (DATE), Dresden, Germany. March 19-23, 2018, 241-244. (中国计算机学会 CCF-B 类)

Jingbo Jiang (通讯作者), Xizi Chen, and Chi-Ying Tsui. A Reconfigurable Winograd CNN Accelerator with Nesting Decomposition Algorithm for Computing Convolution with Large Filters. arXiv:2102.13272. Under Review.

 

备注

获奖经历

2022-2024 校自主科技创新基金项目:深度学习算法及硬件架构一体化研究,经费25万
2021年度  “武汉英才” 优秀青年人才
2015-2018 Hong Kong PhD Fellowship

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