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<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.1//EN"
"http://www.w3.org/TR/xhtml11/DTD/xhtml11.dtd">
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<link rel="stylesheet" href="jemdoc.css" type="text/css" />
<title></title>
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<body>
<div id="layout-content">
<p></p>
<h1>Yuhao Zhang</h1> <td valign="top"><p align="right"></a></p></td></tr></tbody></table>
<table class="imgtable"><tr><td>
<img src="Photo.jpg" height="150cm" width="100cm" alt="Yuhao Zhang" /> </td>
<td align="left">
<ul>
<li>Postdoctoral Researcher </li>
<li><a href="http://storage.cs.tsinghua.edu.cn/">Storage Research Group</a> </li>
<li><a href="https://www.cs.tsinghua.edu.cn/">Department of Computer Science and Technology</a></li>
<li><a href="https://www.tsinghua.edu.cn/">Tsinghua University</a></li>
<p><li>Address: Room 8-201, East Main Building, Tsinghua University, Haidian District, Beijing, China</li>
<li>Email: yuhaopaul at 163 dot com</li>
</td></tr></table>
<p><br /></p>
<!-- <p><b>Research Interests</b>:computer architecture, embedded system, non-volatile memory and non-volatile FPGAs.</p> -->
<p><b>Biography</b>: 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. <br /></p>
<!-- <p><a href="cv_TianyuZhang.pdf">My CV.</a></p> -->
<h1>Recent News</h1>
<div class="infoblock">
<div class="blockcontent">
<ul>
<li><p><img src="news2.jpg" height="25cm" width="50cm" alt="new" /> July, 2024, Our paper entitled “Achieving Wire-Latency Storage Systems by Exploiting Hardware ACKs" has been accepted by NSDI'25 <b>(CCF-A)</b>.</p>
</li>
</ul>
<ul>
<li><p><img src="news2.jpg" height="25cm" width="50cm" alt="new" /> July, 2024, Our paper entitled “Deft: A Scalable Tree Index for Disaggregated Memory" has been accepted by Eurosys'25 <b>(CCF-A)</b>.</p>
</li>
</ul>
<ul>
<li><p><img src="news2.jpg" height="25cm" width="50cm" alt="new" /> July, 2024, Our paper entitled “Ares-Flash: Efficient Parallel Integer Arithmetic Operations Using NAND Flash Memory" has been accepted by MICRO'24 <b>(CCF-A)</b>.</p>
</li>
</ul>
<ul>
<li><p><img src="news2.jpg" height="25cm" width="50cm" alt="new" /> 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 <b>(CCF-A)</b>.</p>
</li>
</ul>
<ul>
<li><p><img src="news1.png" height="25cm" width="50cm" alt="new" /> December, 2023, Our paper entitled “A Semantic-integrated LSM-tree based Key-Value Storage Engine for Blockchain Systems" has been accepted by TCAD'24 <b>(CCF-A)</b>.</p>
</li>
</ul>
<ul>
<li><p><img src="news1.png" height="25cm" width="50cm" alt="new" /> November, 2023, Our paper entitled “Towards High-throughput Neural Network Inference with Computational BRAM on Nonvolatile FPGAs" has been accepted by DATE'24 <b>(CCF-B)</b>.</p>
</li>
</ul>
<ul>
<li><p><img src="news1.png" height="25cm" width="50cm" alt="new" /> November, 2023, Our paper entitled “Perseid: A Secondary Indexing Mechanism for LSM-based Storage Systems" has been accepted by TOS'24 <b>(CCF-A)</b>.</p>
</li>
</ul>
<ul>
<li><p><img src="news1.png" height="25cm" width="50cm" alt="new" /> September, 2023, Our paper entitled “ASHL: An Adaptive Multi-stage Distributed Deep Learning Training Scheme for Heterogeneous Environments" has been accepted by TC'24 <b>(CCF-A)</b>.</p>
</li>
</ul>
<ul>
<li><p><img src="news1.png" height="25cm" width="50cm" alt="new" /> July, 2023, Our paper entitled “Static Scheduling of Weight Programming for DNN Acceleration with Resource Constrained PIM" has been accepted by TECS'23 <b>(CCF-B)</b>.</p>
</li>
</ul>
<ul>
<li><p><img src="news1.png" height="25cm" width="50cm" alt="new" /> April, 2023, Our paper entitled “Revisiting Secondary Indexing in LSM-based Storage Systems with Persistent Memory" has been accepted by USENIX ATC'23 <b>(CCF-A)</b>.</p>
</li>
</ul>
<!-- <ul>
</ul> -->
</div></div>
<h1>Publications</h1>
<p><br /></p>
<p>Check my full publication list on <a href="https://scholar.google.com/citations?user=KEvXHFIAAAAJ&hl=zh-CN">google scholar</a>.</p>
<p><br></p>
<ul>
<li><p>Achieving Wire-Latency Storage Systems by Exploiting Hardware ACKs.</p>
<p>Qing Wang, Jiwu Shu, Jing Wang, <b>Yuhao Zhang</b>.</p>
<p>The 22nd USENIX Symposium on Networked Systems Design and Implementation (NSDI'25), 2025, <b>CCF-A</b>.</p>[<a href="">PDF</a>]</p>
</li>
</ul>
<ul>
<li><p>Deft: A Scalable Tree Index for Disaggregated Memory.</p>
<p>Jing Wang, Qing Wang, <b>Yuhao Zhang</b>, Jiwu Shu.</p>
<p>The 20th European Conference on Computer Systems (Eurosys'25), 2025, <b>CCF-A</b>.</p>[<a href="">PDF</a>]</p>
</li>
</ul>
<ul>
<li><p>Ares-Flash: Efficient Parallel Integer Arithmetic Operations Using NAND Flash Memory.</p>
<p>Jian Chen, Congming Gao, Youyou Lu, <b>Yuhao Zhang</b>, Jiwu Shu.</p>
<p>57th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO'24), 2024, <b>CCF-A</b>.</p>[<a href="">PDF</a>]</p>
</li>
</ul>
<ul>
<li><p>Full Lifecycle Data Analysis on a Large-scale and Leadership Supercomputer: What Can We Learn from It?</p>
<p>Bin Yang, Hao Wei, Wenhao Zhu, <b>Yuhao Zhang</b>, Weiguo Liu, Wei Xue..</p>
<p>USENIX Annual Technical Conference (USENIX ATC'24), 2024, <b>CCF-A</b>.</p>[<a href="">PDF</a>]</p>
</li>
</ul>
<ul>
<li><p>A Semantic-integrated LSM-tree based Key-Value Storage Engine for Blockchain Systems.</p>
<p>Qian Wei, Zehao Chen, <b>Yuhao Zhang</b>, Xiaojun Cai, Zhiping Jia, Zhaoyan Shen, Yi Wang, Zili Shao, Bingzhe Li.</p>
<p>IEEE Transactions on Computer-Aided Design of Integrated Circuits And System (TCAD), 2024, <b>CCF-A</b>.</p>[<a href="https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10376454">PDF</a>]</p>
</li>
</ul>
<ul>
<li><p>Towards High-throughput Neural Network Inference with Computational BRAM on Nonvolatile FPGAs.</p>
<p>Hao Zhang, Mengying Zhao, Huichuan Zheng, Yuqing Xiong, <b>Yuhao Zhang</b>, Zhaoyan Shen.</p>
<p> Design, Automation & Test in Europe (DATE'24), 2024, <b>CCF-B</b>.</p>[<a href="https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10546738">PDF</a>]</p>
</li>
</ul>
<ul>
<li><p>Perseid: A Secondary Indexing Mechanism for LSM-based Storage Systems.</p>
<p>Jing Wang, Youyou Lu, Qing Wang, <b>Yuhao Zhang</b>, Jiwu Shu.</p>
<p> ACM Transactions on Storage (TOS), 2024, <b>CCF-A</b>.</p>[<a href="https://dl.acm.org/doi/pdf/10.1145/3633285">PDF</a>]</p>
</li>
</ul>
<ul>
<li><p>ASHL: An Adaptive Multi-stage Distributed Deep Learning Training Scheme for Heterogeneous Environments.</p>
<p>Zhaoyan Shen, Qingxiang Tang, Tianren Zhou, <b>Yuhao Zhang</b>, Zhiping Jia, Dongxiao Yu, Zhiyong Zhang, Bingzhe Li.</p>
<p>IEEE Transactions on Computers (TC), 2024, <b>CCF-A</b>.</p>[<a href="https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10256683">PDF</a>]</p>
</li>
</ul>
<ul>
<li><p>Static Scheduling of Weight Programming for DNN Acceleration with Resource Constrained PIM.</p>
<p>Xin Gao, Hongyue Wang, Yiyan Chen, <b>Yuhao Zhang</b>, Zhaoyan Shen, Lei Ju.</p>
<p>Transactions on Embedded Computing Systems (TECS), 2023, <b>CCF-B</b>.</p>[<a href="https://dl.acm.org/doi/pdf/10.1145/3615657">PDF</a>]</p>
</li>
</ul>
<ul>
<li><p>Revisiting Secondary Indexing in LSM-based Storage Systems with Persistent Memory.</p>
<p>Jing Wang, Youyou Lu, Qing Wang, <b>Yuhao Zhang</b>, Jiwu Shu.</p>
<p>USENIX Annual Technical Conference (USENIX ATC'23), 2023, <b>CCF-A</b>.</p>[<a href="https://www.usenix.org/system/files/atc23-wang-jing.pdf">PDF</a>]</p>
</li>
</ul>
<ul>
<li><p>PQ-PIM: A Pruning-Quantization Joint Optimization Framework for ReRAM-Based Processing-in-Memory DNN Accelerator.</p>
<p><b>Yuhao Zhang</b>, Xinyu Wang, Xikun Jiang, YuhanYang, Zhaoyan Shen, Zhiping Jia.</p>
<p>Journal of Systems Architecture (JSA), 2022, <b>CCF-B</b>.</p>[<a href="https://www.sciencedirect.com/science/article/pii/S1383762122000911?via%3Dihub">PDF</a>]</p>
</li>
</ul>
<ul>
<li><p>Accelerating DCNNs via Cooperative Weight/Activation Compression.</p>
<p><b>Yuhao Zhang</b>, Xikun Jiang, Xinyu Wang, Yudong Pan, Pusen Dong, Bin Sun, Zhaoyan Shen, Zhiping Jia.</p>
<p>International Conferenceon Algorithms and Architectures for Parallel Processing (ICA3PP'22), 2022, <b>CCF-C</b>.</p> [<a href="https://link.springer.com/content/pdf/10.1007/978-3-030-95391-1_43.pdf">PDF</a>]</p>
</li>
</ul>
<ul>
<li><p>An Efficient Highly Parallelized ReRAM-based Architecture for Motion Estimation of HEVC.</p>
<p><b>Yuhao Zhang</b>, Bing Liu, Zhiping Jia, Renhai Chen, Zhaoyan Shen.</p>
<p>Journal of Systems Architecture (JSA), 2021, <b>CCF-B</b>.</p> [<a href="https://www.sciencedirect.com/science/article/pii/S1383762121000928?via%3Dihub">PDF</a>]</p>
</li>
</ul>
<ul>
<li><p>A Practical Highly Paralleled ReRAM-based DNN Accelerator by Reusing Weight Pattern Repetitions.</p>
<p><b>Yuhao Zhang</b>, Zhiping Jia, Hongchao Du, Runzhen Xue, Zhaoyan Shen, Zili Shao.</p>
<p>IEEE Transactionson Computer-Aided Design of Integrated Circuits And System (TCAD), 2021, <b>CCF-A</b>.</p> [<a href="https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9395497">PDF</a>]</p>
</li>
</ul>
<ul>
<li><p>PattPIM: A Practical ReRAM-Based DNN Accelerator by Reusing Weight Pattern Repetitions.</p>
<p><b>Yuhao Zhang</b>, Zhiping Jia, Yungang Pan, Hongchao Du, Zhaoyan Shen, Mengying Zhao, Zili Shao.</p>
<p>Design Automation Conference (DAC'20), 2020, <b>CCF-A</b>.</p> [<a href="https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9218638">PDF</a>]</p>
</li>
</ul>
<h1>Honors</h1>
<ul>
<li><p>Outstanding Graduate, Shandong University, 2022.</p>
</li>
</ul>
<ul>
<li><p>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).</p>
</li>
</ul>
<ul>
<li><p>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)</p>
</li>
</ul>
<ul>
<li><p>Outstanding Graduate Student, Shandong University, 2021 and 2020.</p>
</li>
</ul>
<ul>
<li><p>First-class Scholarship for Ph.D. Graduate Students, Shandong University, 2020.</p>
</li>
</ul>
<ul>
<li><p>Social Scholarship (Qianyun), Shandong University, 2020.</p>
</li>
</ul>
<ul>
<li><p>First Prize of the 11th National NXP Cup Intelligent Car Competition for College Students, 2016.</p>
</li>
</ul>
<ul>
<li><p>First Prize of the 5th Huawei Cup National Intelligent Design Competition for College Students, 2015.</p>
</li>
</ul>
<p><br /></p>
<p>Last update: 6/18/2022</p>
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