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교수소개

교수소개

전임교수 -

소프트웨어학과

  • 부교수 컴퓨터 아키텍처
  • 조형민
    Lab 컴퓨팅 플랫폼 연구실

관심분야

Computing Platforms for Machine Learning
Processor Architecture
Hardware Reliability

학력

  • Stanford University

학술지 논문

  • (2025)  CLEAR Cross-Layer Resilience: A Retrospective.  IEEE DESIGN & TEST.  42,  3
  • (2024)  BiRD: Bi-directional Input Reuse Dataflow for Enhancing Depthwise Convolution Performance on Systolic Arrays.  IEEE TRANSACTIONS ON COMPUTERS.  73,  12
  • (2023)  FlexKA: A Flexible Karatsuba Multiplier Hardware Architecture for Variable-Sized Large Integers.  IEEE ACCESS.  11, 
  • (2022)  FARNN: FPGA-GPU Hybrid AccelerationPlatform for Recurrent Neural Networks.  IEEE Transactions on Parallel and Distributed Systems.  33,  7
  • (2021)  SpecMCTS: Accelerating Monte Carlo Tree Search Using Speculative Tree Traversal.  IEEE ACCESS.  9,  1
  • (2021)  RiSA: A Reinforced Systolic Array for Depthwise Convolutions and Embedded Tensor Reshaping.  ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS.  20,  5

학술회의논문

  • (2025)  GraphAccel: An In-Storage Accelerator for Efficient Graph-Based Vector Similarity Search Using Page Packing and Speculative Search Optimization.  Design Automation Conference.  미국
  • (2025)  SPARQ: An Accelerator Architecture for Large Language Models with Joint Sparsity and Quantization Techniques.  ACM SIGPLAN/SIGBED Conference on Languages, Compilers and Tools for Embedded Systems.  대한민국
  • (2025)  Detecting Cache-based Side-Channel Attacks by Leveraging Mesh Interconnect Traffic Monitoring.  ACM SIGAPP Symposium on Applied Computing.  이탈리아
  • (2022)  ES4D: Accelerating Exact Similarity Search for High-Dimensional Vectors via Vector Slicing and In-SSD Computation.  IEEE International Conference on Computer Design.  미국
  • (2022)  Know Your Neighbor: Physically Locating Xeon Processor Cores on the Core Tile Grid.  Design Automation and Test in Europe Conference.  벨기에