Jungi Lee

Ph.D. Student, Electrical and Computer Engineering, Seoul National University

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Hi! I am a second-year Ph.D. student at ECE, Seoul National University. I am currently advised by Prof. Jaewoong Sim and a member of the Computer Architecture and Systems Lab.
I received my B.S degree from Seoul National University (2023).

I have general research interests in building efficient AI systems, low-bit quantization, and accelerator systems for emerging workloads. I am the author of several top architecture/system conference papers including ISCA, OSDI, and ASPLOS.

If you have anything to discuss or questions about my work, feel free to contact me via jungi.lee@snu.ac.kr.

Publications

* indicates equal contribution

2024

  1. OSDI ’24
    InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management
    Wonbeom Lee* , Jungi Lee*, Junghwan Seo , and Jaewoong Sim
    In Proceedings of the 18th USENIX Symposium on Operating Systems Design and Implementation (OSDI) , Santa Clara, CA, USA, 2024
  2. ISCA-51
    Tender: Accelerating Large Language Models via Tensor Decompostion and Runtime Requantization
    Jungi Lee*, Wonbeom Lee* , and Jaewoong Sim
    In Proceedings of the 51st Annual International Symposium on Computer Architecture (ISCA) , Buenos Aires, Argentina, 2024
  3. ASPLOS ’24
    GSCore: Efficient Radiance Field Rendering via Architectural Support for 3D Gaussian Splatting
    Junseo Lee , Seokwon Lee , Jungi Lee, Junyong Park , and Jaewoong Sim
    In Proceedings of the 2024 International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) , San Diego, CA, USA, 2024

2023

  1. ISCA-50
    NeuRex: A Case for Neural Rendering Acceleration
    Junseo Lee , Kwanseok Choi , Jungi Lee, Seokwon Lee , Joonho Whangbo , and Jaewoong Sim
    In Proceedings of the 50th Annual International Symposium on Computer Architecture (ISCA) , Orlando, FL, USA, 2023

Teaching Assistant

2023 Fall ECE315.A: Digital Systems Design and Experiments
2023 Spring ECE322: Computer Organization