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Hoseok Kim

Ph.D. student @ Purdue University (Advisor: Prof. Vijay Raghunathan)

Hi, my name is Hoseok Kim, a Ph.D. student at Purdue University.
While I am eager to delve into most Computer Architecture and OS related fields,
I am currently focusing on Energy-efficient Edge Computing and NPU Architecture.



Interests

  • Energy-efficient Edge Computing
  • NPU Architecture

    • Education

    • Ph.D. in Electrical and Computer Engineering, 2025 ~
      Purdue University (Advisor: Prof. Vijay Raghunathan)
    • M.S. in Computer Science and Engineering, 2025
      Korea University (Advisor: Prof. Sung Woo Chung)
    • B.S. in Computer Science and Engineering, 2023
      Korea University


    Publications

    2025

    1. ICEdge
      Towards Efficient Acceleration of Hyena and Kolmogorov-Arnold Networks on NPUs
      Arghadip Das, Hoseok Kim, Arnab Raha, Shamik Kundu, Soumendu Kumar Ghosh, Deepak Mathaikutty, and Vijay Raghunathan
      IEEE International Conference on Intelligent Computing and Systems at the Edge, 2025
      DOI

    2024

    1. ISLPED Best Paper Award
      Sparrow ECC: A Lightweight ECC Approach for HBM Refresh Reduction towards Energy-efficient DNN Inference
      Hoseok Kim, Seung Hun Choi, Young-Ho Gong, Joonho Kong, and Sung Woo Chung
      ACM/IEEE International Symposium on Low Power Electronics and Design, 2024
      DOI Code

    2022

    1. IEEE TCC
      TeaVisor: network hypervisor for bandwidth isolation in SDN-NV
      Yeonho Yoo, Gyeongsik Yang, Jeunghwan Lee, Changyong Shin, Hoseok Kim, and Chuck Yoo
      IEEE Transactions on Cloud Computing, 2022
      DOI


    Honors and Awards

  • Best Paper Award, ACM/IEEE International Symposium on Low Power Electronics and Design [Aug. 2024]
  • Young Fellow, 61st Design Automation Conference [Jun. 2024]
  • Semester High Honors, Korea University [Spring 2021, Fall 2021, Spring 2022, Fall 2022]
  • Participation Award, Korea Computer Congress [Jul. 2022]
  • Participation Award, Korea Software Congress [Dec. 2021]