Zhaoyan Shen 申兆岩博士，教授，青年泰山学者

个人简介（English）

申兆岩分别于2012年和2015年于山东大学获得学士和硕士学位。2018年于香港理工大学获博士学位（导师：邵子立），同年加入山东大学，现任山东大学计算机科学与技术学院教授，齐鲁青年学者。2024年入选山东省青年泰山学者计划。主要研究方向为大数据存储架构、新型存算融合架构、大模型推理优化等。近五年来，以第一作者/通讯作者在CCF-A类会议及期刊发表论文30余篇（如 FAST、ATC、SIGMOD、VLDB 等），主编教材《计算机系统基础与实践》，授权专利10余项。获得青岛市科技进步一等奖，华为“火花奖”，ACM SIGAPP2021新星奖和山东省电子学会科学技术青年奖，担任 CCF 体系结构专业委员会副秘书长，国际期刊 High-Confidence Computing (HCC) 编委，为 FAST、HPCA、DAC 和 TC、TPDS、TCAD 等多个国际会议和期刊的审稿人。与浪潮、华为等企业建立长期合作，相关研究获得国家基金委青年、面上和山东省重点研发计划、联合基金等项目的支持，取得科技成果转化两项。

招收对数据存储和计算机系统结构感兴趣的硕士生和博士生

Recent News

• "DiGiT: Co-Designing GNN Algorithms and Storage I/O for Out-of-Core Training Acceleration" got accepted in ACM SIGOPS ATC 2026 (CCF-A)
• "DAG-KV: DAG-Guided KV Propagation for Structure-Aware Knowledge Reuse" got accepted in ACM SIGOPS ATC 2026 (CCF-A)
• "Knowledge-Driven Hybrid SSD Management Enhanced by Fine-Tuned LLMs" got accepted in DAC 2026 (CCF-A)
• "CSD-CoKV: Host-CSD Collaborative Offloading for High-Performance LSM-tree based KV Stores" got accepted in ICDE 2026 (CCF-A)
• 博士生魏倩获得基金委青年学生基础研究项目(博士研究生)支持，恭喜魏倩！
• "HaSiS: A Hardware-assisted Single-index Store for Hybrid Transactional and Analytical Processing" got accepted in FAST 2025 (CCF-A)
• "HiDPU: A DPU-Oriented Hybrid Indexing Scheme for Disaggregated Storage Systems" got accepted in FAST 2025 (CCF-A)
• "A Deep Dive into Protocol Design: How to Improve IPFS Performance Without Sacrificing Decentralization" got accepted in ICDE 2025 (CCF-A)

学习与工作经历

• 山东大学，教授 (2023.09 - 至今)
• 山东大学，副教授 (2020.09 - 2023.08)
• 山东大学，预聘制助理教授 (2018.08 - 2020.08)
• 香港理工大学，计算机系，博士学位 (2015.09 - 2018.08)

部分论文（* 通讯作者）

会议论文

1. DiGiT: Co-Designing GNN Algorithms and Storage I/O for Out-of-Core Training Acceleration Qian Wei, Yi Li, Junchi Ren, Zehao Chen, Zhaoyan Shen*, Dongxiao Yu, Bingzhe Li The 2026 ACM SIGOPS Annual Technical Conference (ATC), Shatin, Hong Kong, China, November 15 - 18, 2026 (CCF-A)
2. DAG-KV: DAG-Guided KV Propagation for Structure-Aware Knowledge Reuse Wenbin Zhu, Zhaoyan Shen*, Qian Wei, Xin Yao, Xi Peng, Wei Zhang, Renhai Chen, Gong Zhang, Hongjun Dai, Dongxiao Yu, Shujian Zhao The 2026 ACM SIGOPS Annual Technical Conference (ATC), Shatin, Hong Kong, China, November 15 - 18, 2026 (CCF-A)
3. Knowledge-Driven Hybrid SSD Management Enhanced by Fine-Tuned LLMs Qian Wei, Zhaoyan Shen*, Yi Li, Dongxiao Yu, Zehao Chen, Bingzhe Li The 63th Design Automation Conference (DAC), Long Beach, CA, USA, July 26 - 29, 2026 (CCF-A)
4. CSD-CoKV: Host-CSD Collaborative Offloading for High-Performance LSM-tree based KV Stores Zhining Cao, Kai Zhang, Jinrun Yang, Hui Li, Nan Su, Qian Wei, Shikun Ma, Zehao Chen, Junbo Yin, Haijun Zhang, Zhaoyan Shen* The 42th IEEE International Conference on Data Engineering (ICDE), Montreal, Canada, May 4 - 8, 2026 (CCF-A)
5. HiDPU: A DPU-Oriented Hybrid Indexing Scheme for Disaggregated Storage Systems Wenbin Zhu, Zhaoyan Shen*, Qian Wei, Renhai Chen, Xin Yao, Dongxiao Yu, Zili Shao 23th USENIX Conference on File and Storage Technologies (FAST), Santa Clara, CA, USA, February 25 - 27, 2025 (CCF-A)
6. HaSiS: A Hardware-assisted Single-index Store for Hybrid Transactional and Analytical Processing Kecheng Huang, Zhaoyan Shen*, Zili Shao, Feng Chen, Tong Zhang 23th USENIX Conference on File and Storage Technologies (FAST), Santa Clara, CA, USA, February 25 - 27, 2025 (CCF-A)
7. A Deep Dive into Protocol Design: How to Improve IPFS Performance Without Sacrificing Decentralization Wenbin Zhu, Zhaoyan Shen*, Mengying Zhao, Dongxiao Yu, Bingzhe Li The 41th IEEE International Conference on Data Engineering (ICDE), Hongkong, China, May 19 - 23, 2025 (CCF-A)
8. Breathing New Life into An Old Tree: Resolving Logging Dilemma of B+-tree on Modern Computational Storage Drives Kecheng Huang, Zhaoyan Shen*, Zili Shao, Tong Zhang, Feng Chen International Conference on Very Large Databases (VLDB), Guangzhou, China, August 25 - 29, 2024 (CCF-A)
9. ChainKV: A Semantics-Aware Key-Value Store for Ethereum Zehao Chen, Bingzhe Li, Xiaojun Cai, Zhiping Jia, Lei Ju, Zili Shao, Zhaoyan Shen* 2024 ACM SIGMOD/PODS Conference, Santiago, Chile, June 9 - 15, 2024 (CCF-A) (SourceCode)
10. Removing Double-Logging with Passive Data Persistence in LSM-tree based Relational Databases Kecheng Huang, Zhaoyan Shen*, Zhiping Jia, Zili Shao, Feng Chen 20th USENIX Conference on File and Storage Technologies (FAST), Santa Clara, CA, USA, February 22 - 24, 2022 (CCF-A) (SourceCode)
11. Less is More: De-amplifying I/Os for Key-value Stores with a Log-assisted LSM-tree Kecheng Huang, Zhiping Jia, Zhaoyan Shen*, Zili Shao, Feng Chen The 37th IEEE International Conference on Data Engineering (ICDE), 2021 (CCF-A) (SourceCode)
12. DIDACache: A Deep Integration of Device and Application for Flash Based Key-Value Caching Zhaoyan Shen, Feng Chen, Yichen Jia, Zili Shao 15th USENIX Conference on File and Storage Technologies (FAST), Santa Clara, CA, USA, February 27 - March 2, 2017 (CCF-A)

期刊论文

1. Reducing I/O Amplification for Key-Value Stores With a Log-Assisted Log-Structured Merge Tree Kecheng Huang, Minyang Bao, Kai Zhang, Nan Su, Zhaoyan Shen, Zili Shao IEEE Transactions on Knowledge and Data Engineering (TKDE), 38(8), 2026 (CCF-A)
2. A Passive and Hybrid Data Persistence Scheme for LSM-tree based Relational Databases Kecheng Huang, Canran Liu, Zhaoyan Shen, Zili Shao, Feng Chen ACM Transactions on Storage (TOS), 22(4), 2026 (CCF-A)
3. A Single-Index Store for Hybrid Transactional and Analytical Processing on Modern Computational Storage Drives Kecheng Huang, Zhaoyan Shen, Zili Shao, Feng Chen, Tong Zhang ACM Transactions on Computer Systems (TOCS), 2026 (CCF-A)
4. 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)
5. A Multi-Agent Reinforcement Learning-Assisted Cache Cleaning Scheme for DM-SMR Zhaoyan Shen, Yuhan Yang, Yungang Pan, Yuhao Zhang, Zhiping Jia, Xiaojun Cai, Bingzhe Li, Zili Shao IEEE Transactions on CAD of Integrated Circuits and Systems (TCAD), 2022 (CCF-A)
6. Prism-SSD: A Flexible Storage Interface for SSDs Zhaoyan Shen, Feng Chen, Gala Yadgar, Zhiping Jia, Zili Shao IEEE Transactions on CAD of Integrated Circuits and Systems (TCAD), 2021 (CCF-A)