Shuibing He

Tenured Full Professor | Doctoral supervisor

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heshuibing [at] zju.edu.cn

I am a Tenured Professor with the College of Computer Science and Technology at Zhejiang University (ZJU) in China, leading the Intelligent Storage and Computing Systems (ISCS) Laboratory. I am also the Vice President of the Zhejiang Lab and the Deputy Director of the Zhejiang Key Laboratory of Big Data Intelligent Computing. My research lies in storage systems, intelligent computing, computer architecture, and high-performance computing.

I have been awarded 20+ grants from the National Science Foundation of China, the National Key Research and Development Program, the Major Projects of Zhejiang Province, the Program of Zhejiang Province Science and Technology, Alibaba, Huawei, Ant Group, etc. I have published 100+ papers in venues such as FAST, ASPLOS, MICRO, HPCA, EuroSys, ATC, SC, VLDB, TOCS, TC, TPDS and TOS. I am the Associate Editor of IEEE Transactions on Computers (TC, 2023-), the Associate Editor of IEEE Transactions on Parallel and Distributed Systems (TPDS, 2018-2022), and the Editor of CCF Transactions on High Performance Computing (THPC, 2024-). I also serve as the program chair of NAS2024, the general chair of ChinaSys2024, the PC member of ICDCS, SRDS, ICPP, IPDPS, CLUSTER, etc. The open-source code for some of our projects is released in ISCS-ZJU-code.

I have received numerous awards, including the First Prize of Science and Technology Progress in Zhejiang Province in 2023, the First Prize of Invention and Entrepreneurship Achievements of China Invention Association in 2025, the Second Prize of the 2nd National College Students’ Information Storage Technology Competition in 2024, the Best Poster Award in the 26th ChinaSys workshop in 2024, the Second Class Prize of ASC in 2024, the Best Paper Presentation Award in NCIS in 2023, the 2020 IEEE TPDS Award for Editorial Excellence, the Third Prize of the Hubei Provincial Science and Technology Information Achievement Award in 2021, and the Best Paper Award of the SPEED’2008 workshop.

Announcement: We have new Master, Ph.D., and Post-Doc openings. If you are interested in computer architecture, computer systems, and artificial intelligence systems research, please contact me with your CV.

News

Aug 16, 2025 I give a talk entitled “Efficient Large Graph Processing with Chunk-Based Graph Representation Model” at the CCF HPC China, Ordos, China.
Aug 7, 2025 I give a talk entitled “Storage System for Large Models with AI-Computing Characteristics” at the Huawei ICT AI & Algorithms Forum, Shanghai, China.
Jul 20, 2025 I give a talk entitled “Processing-In-Memory Optimizations for Graph Convolutional Neural Networks” at the ASSIST, Shanghai, China.
Jul 17, 2025 I give a talk entitled “Storage Systems for Intelligent Computing” at the National Research Center for Parallel Computer Engineering & Technology, Wuxi, China.
Jun 19, 2025 We have won the First Prize of Invention and Entrepreneurship Achievements of China Invention Association in 2025!
Jun 4, 2025 Congratulations to Ping Chen, Siling Yang, and Weijian Chen for successfully defending their PhD theses!
May 10, 2025 I give a talk entitled “A Multi-Tier Prefix KV Storage System for Large Language Model Inference” at the CCF-TCIST forum at Shandong University (Qingdao), Shandong, China.
Apr 16, 2025 I give a talk entitled “Storage Optimization for Large Language Models” at the CCF-TCIST forum at Harbin Institute of Technology (Shenzhen), Guangzhou, China.
Dec 6, 2024 LeapGNN is accepted by FAST 2025. Congratulations to Weijian Chen!
Dec 6, 2024 IMPRESS is accepted by FAST 2025. Congratulations to Weijian Chen!

Selected Publications (Full list)

  1. VLDB’25
    Effective and Efficient Distributed Temporal Graph Learning through Hotspot Memory Sharing
    Longjiao Zhang, Rui Wang, Tongya Zheng, Ziqi Huang, Wenjie Huang, Xinyu Wang, Can Wang, Mingli Song, Sai Wu, and Shuibing He
    In Proceedings of the International Conference of Very Large Databases Endowment, 2025
    PDF
  2. FAST’25
    LeapGNN: Accelerating Distributed GNN Training Leveraging Feature-Centric Model Migration
    Weijian Chen, Shuibing He, Haoyang Qu, and Xuechen Zhang
    In Proceedings of the 23rd USENIX Conference on File and Storage Technologies, 2025
    PDF Slides Code
  3. FAST’25
    IMPRESS: An Importance-Informed Multi-Tier Prefix KV Storage System for Large Language Model Inference
    Weijian Chen, Shuibing He, Haoyang Qu, Ruidong Zhang, Siling Yang, Ping Chen, Yi Zheng, Baoxing Huai, and Gang Chen
    In Proceedings of the 23rd USENIX Conference on File and Storage Technologies, 2025
    PDF Slides
  4. HPCA’25
    GOPIM: GCN-Oriented Pipeline Optimization for PIM Accelerators
    Siling Yang, Shuibing He, Wenjiong Wang, Yanlong Yin, Tong Wu, Weijian Chen, Xuechen Zhang, Xian-He Sun, and Dan Feng
    In Proceedings of the 31st IEEE International Symposium on High-Performance Computer Architecture, 2025
    PDF Slides
  5. SC’24
    Enumeration of Billions of Maximal Bicliques in Bipartite Graphs without Using GPUs
    Zhe Pan, Shuibing He, Xu Li, Xuechen Zhang, Yanlong Yin, Rui Wang, Lidan Shou, Mingli Song, Xian-He Sun, and Gang Chen
    In Proceedings of the ACM/IEEE International Conference for High Performance Computing, Networking, Storage and Analysis, 2024
    PDF Slides Code
  6. ATC’24
    Efficient Large Graph Processing with Chunk-Based Graph Representation Model
    Rui Wang, Weixu Zong, Shuibing He, Xinyu Chen, Zhenxin Li, and Zheng Dang
    In Proceedings of the USENIX Annual Technical Conference, 2024
    PDF Slides Code Long Talk
  7. TOCS’24
    PMAlloc: A Holistic Approach to Improving Persistent Memory Allocation
    Zheng Dang, Shuibing He, Xuechen Zhang, Peiyi Hong, Zhenxin Li, Xinyu Chen, Haozhe Song, Xian-He Sun, and Gang Chen
    ACM Transactions on Computer Systems, 2024
    PDF
  8. EuroSys’24
    CCL-BTree: A Crash-Consistent Locality-Aware B+-Tree for Reducing XPBuffer-Induced Write Amplification in Persistent Memory
    Zhenxin Li, Shuibing He, Zheng Dang, Peiyi Hong, Xuechen Zhang, Rui Wang, and Fei Wu
    In Proceedings of the European Conference on Computer Systems, 2024
    PDF Slides Code
  9. SC’23
    Efficient Maximal Biclique Enumeration on GPUs
    Zhe Pan, Shuibing He, Xu Li, Xuechen Zhang, Rui Wang, and Gang Chen
    In the ACM/IEEE International Conference for High Performance Computing, Networking, Storage and Analysis, 2023
    PDF Slides Code
  10. ASPLOS’23
    Mapping Very Large Scale Spiking Neuron Network to Neuromorphic Hardware
    Ouwen Jin, Qinghui Xing, Ying Li, Shuiguang Deng, Shuibing He, and Gang Pan
    In 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 3, 2023
    PDF Slides Long Talk
  11. HPCA’23
    iCache: An Importance-Sampling-Informed Cache for Accelerating I/O-Bound DNN Model Training
    Weijian Chen, Shuibing He, Yaowen Xu, Xuechen Zhang, Siling Yang, Shuang Hu, Xian-He Sun, and Gang Chen
    In 2023 IEEE International Symposium on High-Performance Computer Architecture, 2023
    PDF Slides Code
  12. HPCA’23
    BM-Store: A Transparent and High-Performance Local Storage Architecture for Bare-Metal Clouds Enabling Large-Scale Deployment
    Yiquan Chen, Jiexiong Xu, Chengkun Wei, Yijing Wang, Xin Yuan, Yangming Zhang, Xulin Yu, Yi Chen, Zeke Wang, Shuibing He, and Wenzhi Chen
    In 2023 IEEE International Symposium on High-Performance Computer Architecture, 2023
    PDF Slides
  13. MICRO’22
    XPGraph: XPline-Friendly Persistent Memory Graph Stores for Large-Scale Evolving Graphs
    Rui Wang, Shuibing He, Weixu Zong, Yongkun Li, and Yinlong Xu
    In 2022 55th IEEE/ACM International Symposium on Microarchitecture, 2022
    PDF Slides Code Short Talk
  14. ASPLOS’22
    NVAlloc: Rethinking Heap Metadata Management in Persistent Memory Allocators
    Zheng Dang, Shuibing He, Peiyi Hong, Zhenxin Li, Xuechen Zhang, Xian-He Sun, and Gang Chen
    In 27th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2022
    PDF Slides Code Short Talk Long Talk