Shuibing He

Tenured Full Professor | Doctoral supervisor

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heshuibing [at] zju.edu.cn

Dr. Shuibing He is a Tenured Professor in the College of Computer Science and Technology at Zhejiang University (ZJU), where he leads the Intelligent Storage and Computing Systems (ISCS) Laboratory. He also serves as Deputy Director of the Zhejiang Key Laboratory of Big Data Intelligent Computing, and Deputy Director of the Institute of Computer Architecture and Brain‑Computer Engineering at ZJU.

His research is driven by the vision of building next‑generation infrastructure for the AI era. His work focuses on Data‑Centric Architecture, Systems for AI, and Storage Systems, with a particular emphasis on hardware‑software co‑design for intelligent storage and computing systems to tackle the “memory and storage walls” in large‑scale AI computing.

Dr. He has been granted over 20 research projects from various sources, including the National Science Foundation of China, the Key Project of the National Natural Science Foundation of China‑Regional Innovation Development Joint Fund, the National Key Research and Development Program, Major Projects of Zhejiang Province, and industry partners including Alibaba, Huawei, Ant Group, Sugon, H3C, and Inspur. He has published over 100 papers in top‑tier conferences and journals, including nearly 50 papers in CCF‑A‑ranked conferences and journals (top‑tier computer‑science publications), such as FAST, ASPLOS, MICRO, HPCA, EuroSys, ATC, SC, VLDB, TOCS, TC, TPDS, TOS, and TKDE. Open‑source code for several of his projects is available at ISCS-ZJU-code.

In addition to his research contributions, Dr. He is actively involved in the academic community. He serves as an Associate Editor for IEEE Transactions on Computers (TC) and IEEE Transactions on Parallel and Distributed Systems (TPDS), and as an Editor for CCF Transactions on High Performance Computing (THPC). He has held key roles in academic conferences, including Program Chair for NAS2024, General Chair for ChinaSys2024, and Program Committee member for HPCA, ICDCS, SRDS, ICPP, IPDPS, and CLUSTER.

His work has been recognized with numerous honors and awards, such as the First‑Class Prize for Science and Technology Progress of Zhejiang Province (2023, 2024), the World Internet Conference Awards for Pioneering Science and Technology (2025), the First Prize of Invention and Entrepreneurship Achievements from the China Invention Association (2025), the Computing Power China — Annual Breakthrough Achievement Award (2025).

Dr. He serves as Convener of the Intelligent Computing Cluster Sub‑group, National Working Group on Intelligent Computing Standardization, participating in the formulation of 2 national standards and 2 international standards. He holds over 50 granted invention patents and 10 software copyrights. His students have achieved distinguished results in the ASC Student Supercomputer Challenge, National University Information Storage Technology Competition, and received the ACM ChinaSys and Zhejiang University Excellent Doctoral Dissertation Awards. Several alumni have been awarded competitive talent programs such as Ant Star Program and Tencent’s Azure‑Cloud Program.

Dr. He is currently seeking Master’s, Ph.D., and Post‑doctoral candidates interested in intelligent computing, AI systems, storage systems, and computer architecture research. Prospective candidates are welcome to contact him with their CV.

News

Aug 21, 2026 Our paper GNEXUS on PIM has been accepted at EuroSys 2027. Congratulations to Wenjiong Wang!
Jul 31, 2026 The project “New‑generation Domestic Hybrid Ten‑thousand‑GPU Intelligent Computing System” has been approved for funding by the Ministry of Science and Technology. Dr. He serves as the principal investigator.
Jul 25, 2026 Dr. He delivered a talk on “Ultra‑Large‑Scale Intelligent Computing Systems: Trends, Challenges and Practices” at the 6th CCF Distributed Computing and Systems Symposium, Xiong’an New Area, China.
Jul 6, 2026 Our paper SIFMAP on PIM has been accepted by TC 2026. Congratulations to Tong Wu!
Jul 6, 2026 Our paper HyperInfer on LLM inference has been accepted by TC 2026. Congratulations to Ruidong Zhang!
Jun 29, 2026 Our paper ChunkGraph on graph storage has been accepted by TOS 2026. Congratulations to Rui Wang!
Jun 26, 2026 Dr. He was invited to serve on the Program Committee for HPCA 2027.
Jun 20, 2026 Our paper NVREC on non-volatile memory has been accepted by TOS 2026. Congratulations to Ping Chen!
May 16, 2026 Dr. He gave a talk entitled “Ultra‑Large‑Scale Intelligent Computing System” at the CCF-TCIST forum at National University of Defense Technology, Changsha, China.
May 14, 2026 Dr. He gave a talk entitled “Technical Challenges and Practices of Ultra‑Large‑Scale Intelligent Computing Clusters” at the CCF-TCIST forum at Ant Group, Hangzhou, China.

Selected Publications (Full list)

  1. EuroSys’27
    GNexus: Bridging In-Memory and Near-Memory Processing for Density-Aware Graph Analytics
    Wenjiong Wang, Shuibing He, Siling Yang, Xuechen Zhang, Ping Chen, Tong Wu, Gang Chen, and Yucheng Zhang
    In Proceedings of the 22nd European Conference on Computer Systems (EuroSys), 2027
  2. TC’26
    SIFMAP: Parallel CNN Inference using Sub-Input-Feature Maps in PIM
    Tong Wu, Shuibing He, Weijian Chen, Xuechen Zhang, and Tuo Shi
    IEEE Transactions on Computers, 2026
  3. TC’26
    HyperInfer: Accelerating Large Language Model Inference via Importance-Informed Prefix-KV Caching and Prefetching
    Ruidong Zhang, Weijian Chen, Ping Chen, Shuibing He, Wenjie Liang, Rongchen Liu, Siling Yang, and Xuechen Zhang
    IEEE Transactions on Computers, 2026
  4. ACL’26
    SpiderFlow: Efficient Topology-Aware Scheduling for LLM Training Across Decentralized GPU Clusters
    Zihan Chang, Shuibing He, Bo Zhou, Sheng Xiao, Siling Yang, Rui Wang, and Zhe Pan
    In Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics, 2026
  5. 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
  6. 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
  7. 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
  8. 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
  9. 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
  10. 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
  11. 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
  12. 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
  13. 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
  14. 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
  15. 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
  16. 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
  17. 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
  18. 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