Duo Liu

Best Publications

• Self-Balancing Federated Learning With Global Imbalanced Data in Mobile Systems

  Unknown

  400
  Citations

• MNFTL: an efficient flash translation layer for MLC NAND flash memory storage systems

  Zhiwei Qin;Yi Wang;Duo Liu;Zili Shao

  118
  Citations

• In-Situ AI: Towards Autonomous and Incremental Deep Learning for IoT Systems

  Mingcong Song;Kan Zhong;Jiaqi Zhang;Yang Hu

  118
  Citations

• Networked infomechanical systems: a mobile embedded networked sensor platform

  Richard Pon;Maxim A. Batalin;Jason Gordon;Aman Kansal

  118
  Citations

• FedGroup: Efficient Federated Learning via Decomposed Similarity-Based Clustering

  Unknown

  109
  Citations

• Flexible Clustered Federated Learning for Client-Level Data Distribution Shift

  Unknown

  97
  Citations

• Overhead-aware energy optimization for real-time streaming applications on multiprocessor System-on-Chip

  Yi Wang;Hui Liu;Duo Liu;Zhiwei Qin

  82
  Citations

• Incremental Diagnosis Method for Intelligent Wearable Sensor Systems

  W.H. Wu;A.A.T. Bui;M.A. Batalin;D. Liu

  82
  Citations

• A Two-Level Caching Mechanism for Demand-Based Page-Level Address Mapping in NAND Flash Memory Storage Systems

  Zhiwei Qin;Yi Wang;Duo Liu;Zili Shao

  79
  Citations

• PCM-FTL: A Write-Activity-Aware NAND Flash Memory Management Scheme for PCM-Based Embedded Systems

  Duo Liu;Tianzheng Wang;Yi Wang;Zhiwei Qin

  76
  Citations

• Demand-based block-level address mapping in large-scale NAND flash storage systems

  Zhiwei Qin;Yi Wang;Duo Liu;Zili Shao

  74
  Citations

• Curling-PCM: Application-specific wear leveling for phase change memory based embedded systems

  Duo Liu;Tianzheng Wang;Yi Wang;Zili Shao

  74
  Citations

• Application-Specific Wear Leveling for Extending Lifetime of Phase Change Memory in Embedded Systems

  Duo Liu;Tianzheng Wang;Yi Wang;Zili Shao

  68
  Citations

• On-Demand Block-Level Address Mapping in Large-Scale NAND Flash Storage Systems

  Renhai Chen;Zhiwei Qin;Yi Wang;Duo Liu

  61
  Citations

• Verification of gate-level arithmetic circuits by function extraction

  Unknown

  59
  Citations

• A Space Reuse Strategy for Flash Translation Layers in SLC NAND Flash Memory Storage Systems

  Duo Liu;Yi Wang;Zhiwei Qin;Zili Shao

  59
  Citations

• FedSAE: A Novel Self-Adaptive Federated Learning Framework in Heterogeneous Systems

  Unknown

  58
  Citations

• RNFTL: a reuse-aware NAND flash translation layer for flash memory

  Yi Wang;Duo Liu;Meng Wang;Zhiwei Qin

  57
  Citations

• Building high-performance smartphones via non-volatile memory: the swap approach

  Kan Zhong;Tianzheng Wang;Xiao Zhu;Linbo Long

  57
  Citations

• Formal Verification of Arithmetic Circuits by Function Extraction

  Unknown

  57
  Citations