Projects

Representative Research Projects

National and Provincial/Ministerial Research Projects

  • “Next-Generation Domestic Hybrid Ten-thousand-Card Intelligent Computing System”, National Key R&D Program of China, No. 2025YFB450650, PI, 06/2026-05/2028.
  • “Research on Memristor In-Memory Computing AI Chip Architecture for Trustworthy Deployment”, NSFC Joint Fund, No. U25A20423, Co-PI, 01/2026-12/2029.
  • “Research on Basic Software Co-Optimization and Trustworthiness Assurance Technology for Domestic AI Chips”, Zhejiang Provincial Key R&D Program, No. 2026SDXT012, Co-PI, 01/2026-12/2028.
  • “Open Platform for Science and Education Innovation of Next-Generation Artificial Intelligence”, STI 2030 Major Projects, No. 2021ZD0110700, Co-PI, 12/2021-12/2024.
  • “Large-Scale, High-Efficiency Processing-in-Memory Systems”, National Key R&D Program of China, Co-PI, 12/2023-11/2024.
  • “Data Quality-Aware Large Model Storage Theoretical Research”, Major Projects of Zhejiang Province, PI, 01/2024-12/2026.
  • “Towards the Performance Optimization of Parallel Storage System for Large-Scale Deep Learning”, National Science Foundation of China (NSFC), No. 62172361, PI, 01/2022-12/2025.
  • “Data Layout Optimization for I/O Systems with New Storage Devices in Big Data Environments”, National Science Foundation of China (NSFC), No. 61572377, PI, 01/2016-12/2019.

Industry-University-Research Collaborative Projects

  • “Hardware-Software Co-Designed KV Cache System for Long-Context Agent Reasoning”, Research Project of Ant Group, PI, 08/2026-08/2027.
  • “Research on KV Cache Reduction Technology for Multimodal Large Model Inference”, Research Project of Inspur Data Technology Co., Ltd., PI, 05/2026-05/2027.
  • “Research on Collaborative Optimization Technology of Intelligent Storage and AI Computing Power”, Research Project of H3C Technologies Co., Ltd., PI, 03/2026-09/2026.
  • “Inference Performance Optimization Based on KV Cache Compression”, Research Project of Sugon, PI, 11/2025-09/2026.
  • “Data I/O Performance Optimization for Large Model Training”, Research Project of Ant Group, PI, 07/2024-07/2025.
  • “High-Performance GPU Memory Expansion Technology for Large Model Training and Inference”, Huawei Innovation Research Project, PI, 01/2024-01/2025.
  • “Research on Heterogeneous Pooled Resource Management and Task Scheduling in Deep Learning Scenarios”, Alibaba Innovative Research Project, PI, 12/2021-09/2022.
  • “Research Platform of Heterogeneous Intelligent Computing Technology”, Research Project of Zhejiang Lab, PI, 07/2020-06/2022.