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.
Driven by the vision of building next-generation AI infrastructure, his research spans data-centric architecture, AI systems, and storage systems. Focusing on novel computing architectures, emerging storage media, and hardware-software co-design, he aims to break through 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 over 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
| Sep 25, 2026 | Our paper InQuant on KV Cache compression has been accepted at NeurIPS 2027. Congratulations to Zihan Chang! |
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| Sep 20, 2026 | Dr. He presented a talk entitled ReRAM-based Processing-in-Memory Architecture: Hardware-Software Co-Design for Diverse AI Workloads at the AI Chip Architecture Innovation Technical Forum of 2026 Global AI Chip Summit, Shanghai, China. |
| Sep 12, 2026 | Dr. He presented a keynote talk entitled Intelligent Computing Storage Systems at the First Data Storage Academic Symposium, East Institute of Technology, Ninbo, China. |
| Sep 2, 2026 | Dr. He presented a keynote talk entitled Ultra‑Large‑Scale Intelligent Computing Systems: Trends, Challenges and Standardization Practices at the Ultra‑Large‑Scale Cluster Forum during ODCC ODX 2026, Beijing, China. |
| Aug 21, 2026 | Our paper GNEXUS on PIM has been accepted at EuroSys 2027. Congratulations to Wenjiong Wang! |
| Jul 31, 2026 | The National Key Research and Development Program of China-“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! |
Selected Publications (Full list)
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NeurIPS’27InQuant: In-Place Mixed-Precision KV Cache Quantization via Saliency-Aware Neighbor-Slot ReuseIn Proceedings of the 40th Annual Conference on Neural Information Processing Systems (NeurIPS), 2027
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EuroSys’27GNexus: Bridging In-Memory and Near-Memory Processing for Density-Aware Graph AnalyticsIn Proceedings of the 22nd European Conference on Computer Systems (EuroSys), 2027
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TC’26SIFMAP: Parallel CNN Inference using Sub-Input-Feature Maps in PIMIEEE Transactions on Computers, 2026
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VLDB’25Effective and Efficient Distributed Temporal Graph Learning through Hotspot Memory SharingIn Proceedings of the International Conference of Very Large Databases Endowment, 2025
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TOCS’24PMAlloc: A Holistic Approach to Improving Persistent Memory AllocationACM Transactions on Computer Systems, 2024
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MICRO’22XPGraph: XPline-Friendly Persistent Memory Graph Stores for Large-Scale Evolving GraphsIn 2022 55th IEEE/ACM International Symposium on Microarchitecture, 2022
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ASPLOS’22NVAlloc: Rethinking Heap Metadata Management in Persistent Memory AllocatorsIn 27th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2022