Yuhao Zhang
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Biography: I am a Postdoctoral Researcher with the Department of Computer Science and Technology, Tsinghua University. I received the PhD degree from the School of Computer Science and Technology, Shandong University, in June 2022. My research interests include computer architecture, storage system, embedded system, and processing-in-memory.
Recent News
April, 2023, Our paper entitled “Revisiting Secondary Indexing in LSM-based Storage Systems with Persistent Memory" has been accepted by ATC'23.
- May, 2022, I successfully defended my Ph.D. dissertation.
- April, 2022, Our paper entitled “PQ-PIM: A Pruning-Quantization Joint Optimization Framework for ReRAM-Based Processing-in-Memory DNN Accelerator” has been accepted by Journal of Systems Architecture.
- February, 2022, Our paper entitled “Accelerating DCNNs via Cooperative Weight/Activation Compression” has been accepted by ICA3PP'20.
- March, 2021, Our paper entitled “An Efficient Highly Parallelized ReRAM-based Architecture for Motion Estimation of HEVC” has been accepted by Journal of Systems Architecture.
- March, 2021, Our paper entitled “A Practical Highly Paralleled ReRAM-based DNN Accelerator by Reusing Weight Pattern Repetitions” has been accepted by Transactions on Computer-Aided Design of Integrated Circuits and Systems.
- February, 2020, Our paper entitled “PattPIM: A Practical ReRAM-Based DNN Accelerator by Reusing Weight Pattern Repetitions” is accepted by DAC'20.
Publications
Check my full publication list on google scholar.
Revisiting Secondary Indexing in LSM-based Storage Systems with Persistent Memory.
Jing Wang, Youyou Lu, Qing Wang, Yuhao Zhang, Jiwu Shu.
USENIX Annual Technical Conference (ATC), 2023.
[PDF]
PQ-PIM: A Pruning-Quantization Joint Optimization Framework for ReRAM-Based Processing-in-Memory DNN Accelerator.
Yuhao Zhang, Xinyu Wang, Xikun Jiang, YuhanYang, Zhaoyan Shen, Zhiping Jia.
Journal of Systems Architecture (JSA), 2022.
[PDF]
Accelerating DCNNs via Cooperative Weight/Activation Compression.
Yuhao Zhang, Xikun Jiang, Xinyu Wang, Yudong Pan, Pusen Dong, Bin Sun, Zhaoyan Shen, Zhiping Jia.
International Conferenceon Algorithms and Architectures for Parallel Processing (ICA3PP'22), 2022.
[PDF]
An Efficient Highly Parallelized ReRAM-based Architecture for Motion Estimation of HEVC.
Yuhao Zhang, Bing Liu, Zhiping Jia, Renhai Chen, Zhaoyan Shen.
Journal of Systems Architecture (JSA), 2021.
[PDF]
A Practical Highly Paralleled ReRAM-based DNN Accelerator by Reusing Weight Pattern Repetitions.
Yuhao Zhang, Zhiping Jia, Hongchao Du, Runzhen Xue, Zhaoyan Shen, Zili Shao.
IEEE Transactionson Computer-Aided Design of Integrated Circuits And System (TCAD), 2021.
[PDF]
PattPIM: A Practical ReRAM-Based DNN Accelerator by Reusing Weight Pattern Repetitions.
Yuhao Zhang, Zhiping Jia, Yungang Pan, Hongchao Du, Zhaoyan Shen, Mengying Zhao, Zili Shao.
Design Automation Conference (DAC'20), 2020.
[PDF]
Honors
Outstanding Graduate, Shandong University, 2022.
Outstanding Academic Achievement Award for Graduate Students, Shandong University, 2022.(1 PhD students from the the the school of computer science and technology were selected).
National Scholarship for Ph.D. Graduate Students, Shandong University, 2021. (2 PhD students from the the the school of computer science and technology were selected)
Outstanding Graduate Student, Shandong University, 2021 and 2020.
First-class Scholarship for Ph.D. Graduate Students, Shandong University, 2020.
Social Scholarship (Qianyun), Shandong University, 2020.
First Prize of the 11th National NXP Cup Intelligent Car Competition for College Students, 2016.
First Prize of the 5th Huawei Cup National Intelligent Design Competition for College Students, 2015.
Last update: 6/18/2022