Jinming Zhuang

Jinming Zhuang

Ph.D. Student

University of Pittsburgh

Biography

Welcome! My name is Jinming Zhuang (庄谨铭). I’m a second year Ph.D. student in ECE department at University of Pittsburgh, advised by Prof. Peipei Zhou. I received my B.E. degree in Electronic Engineering from University of Electronic Science and Technology of China(UESTC) in 2021. My research interest lies in Heterogeneous Architecture Exploration, HW/SW Co-design, Domain-Specific Accelerator Design and Programming Abstraction.

Currently, we open-sourced both the software compilation and hardware accelerators on AMD Versal ACAP as a tool “CHARM” on GitHub: https://github.com/arc-research-lab/CHARM.

Interests
  • Heterogeneous Systems: FPGAs, GPUs and CPUs
  • Hardware & Software Co-design
  • Programming Abstraction
Education

  • PhD in Electrical and Computer Engineering, 2021 - Present

    University of Pittsburgh

  • BSc in Electronic Science and Engineering, 2017 - 2021

    University of Electronic Science and Technology of China (UESTC)

Publications

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Zhuoping Yang, Jinming Zhuang, Peipei Zhou (2023). AIM: Accelerating Arbitrary-precision Integer Multiplication on Heterogeneous Reconfigurable Computing Platform Versal ACAP. To appear in Proceedings of the 42nd IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2023, October 29, 2023 - November 2, 2022, San Francisco, CA, USA..

Cite Code

Jinming Zhuang, Zhuoping Yang, Peipei Zhou (2023). High Performance, Low Power Matrix Multiply Design on ACAP: from Architecture, Design Challenges and DSE Perspectives. Proceedings of the 60th ACM/IEEE Design Automation Conference, San Francisco, California, USA, (DAC ’23), July 9–13, 2023, San Francisco, CA, USA..

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Jinming Zhuang, Jason Lau, Hanchen Ye, Zhuoping Yang, Yubo Du, Jack Lo, Kristof Denolf, Stephen Neuendorffer, Alex K. Jones, Jingtong Hu, Deming Chen, Jason Cong, Peipei Zhou (2022). CHARM: Composing Heterogeneous AcceleRators for Matrix Multiply on Versal ACAP Architecture. Proceedings of the 2023 ACM/SIGDA International Symposium on Field Programmable Gate Arrays (FPGA ’23), February 12–14, 2023, Monterey, CA, USA. ACM, New York, NY, USA, 12 pages..

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