2024

• Yu, Mingfang; Sun, Ying; Ma, Ruichen; Mu, Hailing; Liu, Di; Li, Zheng. (2024) YNU Flower: A market-oriented benchmark dataset for flower classification. Scientia Horticulturae
  Vitenskapelig artikkel

2023

• Ma, Ye-Da; Zhao, Zhi-Chao; Liu, Di; He, Zhenli; Zhou, Wei. (2023) OCAP: On-device Class-Aware Pruning for personalized edge DNN models. Journal of systems architecture
  Vitenskapelig artikkel
• Zhang, Zhi-Yuan; Ren, Hao; He, Zhenli; Zhou, Wei; Liu, Di. (2023) Improving robustness of convolutional neural networks using element-wise activation scaling. Future Generation Computer Systems
  Vitenskapelig artikkel
• He, Zhenli; Xu, Yanan; Liu, Di; Zhou, Wei; Li, Keqin. (2023) Energy-efficient computation offloading strategy with task priority in cloud assisted multi-access edge computing. Future Generation Computer Systems
  Vitenskapelig artikkel
• Li, Shiqing; Liu, Di; Liu, Weichen LiuDi. (2023) Efficient FPGA-Based Sparse Matrix-Vector Multiplication With Data Reuse-Aware Compression. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
  Vitenskapelig artikkel
• Kong, Hao; Liu, Di; Huai, Shuo; Luo, Xiangzhong; Subramaniam, Ravi; Makaya, Christian. (2023) EdgeCompress: Coupling Multidimensional Model Compression and Dynamic Inference for EdgeAI. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
  Vitenskapelig artikkel
• Huai, Shuo; Kong, Hao; Luo, Xiangzhong; Liu, Di; Subramaniam, Ravi; Makaya, Christian. (2023) On Hardware-Aware Design and Optimization of Edge Intelligence. IEEE design & test
  Vitenskapelig artikkel

2022

• Huai, Shuo; Liu, Di; Kong, Hao; Liu, Weichen; Subramaniam, Ravi; Makaya, Christian. (2022) Latency-constrained DNN architecture learning for edge systems using zerorized batch normalization. Future Generation Computer Systems
  Vitenskapelig artikkel