Di Liu

Førsteamanuensis
ved Institutt for datateknologi og informatikk ved Norges teknisk-naturvitenskapelige universitet

Resultater Resultater

EdgeCompress: Coupling Multidimensional Model Compression and Dynamic Inference for EdgeAI.

Kong, Hao; Liu, Di; Huai, Shuo; Luo, Xiangzhong; Subramaniam, Ravi; Makaya, Christian; Lin, Qian; Liu, Weichen. 2023, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. USA, NTNU, NTUVitenskapelig artikkel

Efficient FPGA-Based Sparse Matrix-Vector Multiplication With Data Reuse-Aware Compression.

Li, Shiqing; Liu, Di; Liu, Weichen LiuDi. 2023, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. NTNU, NTUVitenskapelig artikkel

On Hardware-Aware Design and Optimization of Edge Intelligence.

Huai, Shuo; Kong, Hao; Luo, Xiangzhong; Liu, Di; Subramaniam, Ravi; Makaya, Christian; Lin, Qian; Liu, Weichen. 2023, IEEE design & test. USA, NTNU, NTUVitenskapelig artikkel

Improving robustness of convolutional neural networks using element-wise activation scaling.

Zhang, Zhi-Yuan; Ren, Hao; He, Zhenli; Zhou, Wei; Liu, Di. 2023, Future Generation Computer Systems. PLAHOSP, NTNU, YUVitenskapelig artikkel

Energy-efficient computation offloading strategy with task priority in cloud assisted multi-access edge computing.

He, Zhenli; Xu, Yanan; Liu, Di; Zhou, Wei; Li, Keqin. 2023, Future Generation Computer Systems. SU, SUoNYaNP, NTNU, YUVitenskapelig artikkel

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