Shuibing He

ZJU100 Young Professor | Doctoral supervisor

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heshuibing [at] zju.edu.cn

I am a Professor with the College of Computer Science and Technology at Zhejiang University (ZJU) in China, where I lead 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 Provincial Key Laboratory of Big Data Intelligent Computing. My current research focuses on storage systems, intelligent computing, computer architecture, and high-performance computing.

I have been awarded over 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, etc. I have published more than 100 papers in esteemed international conferences and journals, such as FAST, ASPLOS, MICRO, HPCA, SC, EuroSys, ATC, 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, 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 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

Dec 6, 2024 LeapGNN is accepted by FAST 2025. Congratulations to Weijian!
Dec 6, 2024 IMPRESS is accepted by FAST 2025. Congratulations to Weijian!
Nov 30, 2024 I give a talk entitled “Design and Exploration of Storage Systems for New Types of Hardware” at the “Intelligent Network, Storage and Computing Integration” Workshop in Guangzhou.
Nov 30, 2024 We successfully hosted the “Large Model Storage Technology” Workshop on the China Storage Conference in Guangzhou.
Nov 29, 2024 We successfully hosted the 17th International Conference on Networking, Architecture, and Storage (NAS) in Guangzhou.
Nov 22, 2024 We have won the First Prize of Science and Technology Progress in Zhejiang Province in 2023!
Nov 3, 2024 Our work on processing-in-memory is accepted by HPCA 2025.
Oct 25, 2024 We successfully hosted the “Storage and Computing Technologies for Large Models” workshop at CNCC24 in Hengdian, Zhejiang.
Sep 1, 2024 I serve as a TPC member of ICDCS 2025.
Jul 31, 2024 I serve as the Vice President of the Zhejiang Lab.

Selected Publications (Full list)

  1. 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 of the 23rd USENIX Conference on File and Storage Technologies, 2025
    PDF Slides Code
  2. 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 of the 23rd USENIX Conference on File and Storage Technologies, 2025
    PDF Slides Code
  3. 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 Code
  4. 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
  5. 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
  6. 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 Code
  7. 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
  8. 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
  9. 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
  10. 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
  11. 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
  12. 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
  13. 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