Junzhong Shen

Toward an Efficient Deep Pipelined Template-Based Architecture for Accelerating the Entire 2-D and 3-D CNNs on FPGA

Junzhong Shen, You Huang, Chunyuan Zhang, 2020, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

SAPTM: Towards High-Throughput Per-Flow Traffic Measurement with a Systolic Array-Like Architecture on FPGA

Xiaolei Zhao, Junzhong Shen, Mei Wen, 2020, Electronics.

Towards Memory-Efficient Streaming Processing with Counter-Cascading Sketching on FPGA

Xiaolei Zhao, Junzhong Shen, Mei Wen, 2020, 2020 57th ACM/IEEE Design Automation Conference (DAC).

Embrace the Conflicts: Exploring the Integration of Single Port Memory in Systolic Array-based Accelerators

M. Wen, Renyu Yang, Junzhong Shen, 2021, 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, Cloud & Big Data Systems & Application (HPCC/DSS/SmartCity/DependSys).

S-SIM: A Simulator for Systolic Array-based DNN Accelerators with Tile Access Awareness

Renyu Yang, Junzhong Shen, Yasong Cao, 2022, 2022 IEEE International Symposium on Circuits and Systems (ISCAS).

P4 to FPGA-A Fast Approach for Generating Efficient Network Processors

Junzhong Shen, Mei Wen, Huayou Su, 2020, IEEE Access.

Towards a Uniform Template-based Architecture for Accelerating 2D and 3D CNNs on FPGA

Zelong Wang, Junzhong Shen, You Huang, 2018, FPGA.

Scale-out Acceleration for 3D CNN-based Lung Nodule Segmentation on a Multi-FPGA System

Junzhong Shen, Mei Wen, Chunyuan Zhang, 2019, 2019 56th ACM/IEEE Design Automation Conference (DAC).

Accelerating 3D CNN-based Lung Nodule Segmentation on a Multi-FPGA System

Junzhong Shen, You Huang, Mei Wen, 2019, FPGA.

Mentha: Enabling Sparse-Packing Computation on Systolic Arrays

Yang Guo, Jianchao Yang, Junzhong Shen, 2022, ICPP.

Integration of Single-Port Memory (ISPM) for Multiprecision Computation in Systolic-Array-Based Accelerators

Renyu Yang, Junzhong Shen, Yasong Cao, 2022, Electronics.