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
July, 2024, Our paper entitled “Achieving Wire-Latency Storage Systems by Exploiting Hardware ACKs" has been accepted by NSDI'25 (CCF-A).
- July, 2024, Our paper entitled “Deft: A Scalable Tree Index for Disaggregated Memory" has been accepted by Eurosys'25 (CCF-A).
- July, 2024, Our paper entitled “Ares-Flash: Efficient Parallel Integer Arithmetic Operations Using NAND Flash Memory" has been accepted by MICRO'24 (CCF-A).
- May, 2024, Our paper entitled “Full Lifecycle Data Analysis on a Large-scale and Leadership Supercomputer: What Can We Learn from It?" has been accepted by USENIX ATC'24 (CCF-A).
December, 2023, Our paper entitled “A Semantic-integrated LSM-tree based Key-Value Storage Engine for Blockchain Systems" has been accepted by TCAD'24 (CCF-A).
- November, 2023, Our paper entitled “Towards High-throughput Neural Network Inference with Computational BRAM on Nonvolatile FPGAs" has been accepted by DATE'24 (CCF-B).
- November, 2023, Our paper entitled “Perseid: A Secondary Indexing Mechanism for LSM-based Storage Systems" has been accepted by TOS'24 (CCF-A).
- September, 2023, Our paper entitled “ASHL: An Adaptive Multi-stage Distributed Deep Learning Training Scheme for Heterogeneous Environments" has been accepted by TC'24 (CCF-A).
- July, 2023, Our paper entitled “Static Scheduling of Weight Programming for DNN Acceleration with Resource Constrained PIM" has been accepted by TECS'23 (CCF-B).
- April, 2023, Our paper entitled “Revisiting Secondary Indexing in LSM-based Storage Systems with Persistent Memory" has been accepted by USENIX ATC'23 (CCF-A).
Publications
Check my full publication list on google scholar.
Achieving Wire-Latency Storage Systems by Exploiting Hardware ACKs.
Qing Wang, Jiwu Shu, Jing Wang, Yuhao Zhang.
The 22nd USENIX Symposium on Networked Systems Design and Implementation (NSDI'25), 2025, CCF-A.
[PDF]
Deft: A Scalable Tree Index for Disaggregated Memory.
Jing Wang, Qing Wang, Yuhao Zhang, Jiwu Shu.
The 20th European Conference on Computer Systems (Eurosys'25), 2025, CCF-A.
[PDF]
Ares-Flash: Efficient Parallel Integer Arithmetic Operations Using NAND Flash Memory.
Jian Chen, Congming Gao, Youyou Lu, Yuhao Zhang, Jiwu Shu.
57th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO'24), 2024, CCF-A.
[PDF]
Full Lifecycle Data Analysis on a Large-scale and Leadership Supercomputer: What Can We Learn from It?
Bin Yang, Hao Wei, Wenhao Zhu, Yuhao Zhang, Weiguo Liu, Wei Xue..
USENIX Annual Technical Conference (USENIX ATC'24), 2024, CCF-A.
[PDF]
A Semantic-integrated LSM-tree based Key-Value Storage Engine for Blockchain Systems.
Qian Wei, Zehao Chen, Yuhao Zhang, Xiaojun Cai, Zhiping Jia, Zhaoyan Shen, Yi Wang, Zili Shao, Bingzhe Li.
IEEE Transactions on Computer-Aided Design of Integrated Circuits And System (TCAD), 2024, CCF-A.
[PDF]
Towards High-throughput Neural Network Inference with Computational BRAM on Nonvolatile FPGAs.
Hao Zhang, Mengying Zhao, Huichuan Zheng, Yuqing Xiong, Yuhao Zhang, Zhaoyan Shen.
Design, Automation & Test in Europe (DATE'24), 2024, CCF-B.
[PDF]
Perseid: A Secondary Indexing Mechanism for LSM-based Storage Systems.
Jing Wang, Youyou Lu, Qing Wang, Yuhao Zhang, Jiwu Shu.
ACM Transactions on Storage (TOS), 2024, CCF-A.
[PDF]
ASHL: An Adaptive Multi-stage Distributed Deep Learning Training Scheme for Heterogeneous Environments.
Zhaoyan Shen, Qingxiang Tang, Tianren Zhou, Yuhao Zhang, Zhiping Jia, Dongxiao Yu, Zhiyong Zhang, Bingzhe Li.
IEEE Transactions on Computers (TC), 2024, CCF-A.
[PDF]
Static Scheduling of Weight Programming for DNN Acceleration with Resource Constrained PIM.
Xin Gao, Hongyue Wang, Yiyan Chen, Yuhao Zhang, Zhaoyan Shen, Lei Ju.
Transactions on Embedded Computing Systems (TECS), 2023, CCF-B.
[PDF]
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 (USENIX ATC'23), 2023, CCF-A.
[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, CCF-B.
[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, CCF-C.
[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, CCF-B.
[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, CCF-A.
[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, CCF-A.
[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