04 / CURRICULUM VITAE

JoongWon Shin

Undergraduate student in Computer Science and Engineering at Seoul National University.

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Education

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Honors and Scholarships

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Interests

  • Hardware–Software Co-Design for AI Systems
  • Efficient LLM Inference
  • Quantitative Trading
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Research Experience

Undergraduate Research Intern, ARC Lab, Seoul National University

Advised by Prof. Jae W. Lee

  • Contributed to research on CXL-PNM-based hardware/software co-design for efficient LLM serving.
  • Contributed to research on efficient inference for SSM and hybrid-attention language models.
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Publications

SketchSSM: Write to the Full State, Read from a Compact Sketch

Omin Kwon, JoongWon Shin, Minseo Kim, Kurt Keutzer, Sehoon Kim*, Jae W. Lee*
arXiv preprint · Under review

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Projects

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Selected Coursework

Systems and Architecture
Computer Architecture, Logic Design, System Programming, Hardware Systems Design
AI and Machine Learning
Computer Vision
Algorithms and Theory
Data Structures, Algorithms, Discrete Mathematics, Automata Theory
Mathematics and Statistics
Engineering Mathematics I–II, Statistics
Programming and Software
Computer Programming, Programming Practice, Software Development Principles and Practice
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Technical Skills

Programming
C, C++, Python, Java, Swift
Hardware Description
Verilog, Amaranth
Tools and Frameworks
Git, PyTorch