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@AIoT-MLSys-Lab

OSU AIoT-MLSys Lab

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  1. Efficient-LLMs-Survey Efficient-LLMs-Survey Public

    [TMLR 2024] Efficient Large Language Models: A Survey

    1.2k 98

  2. Efficient-Diffusion-Model-Survey Efficient-Diffusion-Model-Survey Public

    [TMLR 2025] Efficient Diffusion Models: A Survey

    157 6

  3. AIoT-Survey AIoT-Survey Public

    [TOSN 2024] Artificial Intelligence of Things: A Survey

    82 5

  4. SVD-LLM SVD-LLM Public

    [ICLR 2025🔥] SVD-LLM & [NAACL 2025🔥] SVD-LLM V2

    Python 274 36

  5. D2O D2O Public

    [ICLR 2025🔥] D2O: Dynamic Discriminative Operations for Efficient Long-Context Inference of Large Language Models

    Python 27 2

  6. Reading-in-the-Wild-Columbus Reading-in-the-Wild-Columbus Public

    Reading in the Wild - Columbus Subset

    Python 6

Repositories

Showing 10 of 22 repositories
  • MMDeepResearch-Bench Public

    MMDeepResearch-Bench (MMDR)

    AIoT-MLSys-Lab/MMDeepResearch-Bench’s past year of commit activity
    Python 2 0 0 0 Updated Jan 19, 2026
  • BitBLAS-Quant Public Forked from wzqvip/BitBLAS-blackwell

    BitBLAS is a library to support mixed-precision matrix multiplications, especially for quantized LLM deployment.

    AIoT-MLSys-Lab/BitBLAS-Quant’s past year of commit activity
    Python 0 MIT 58 0 0 Updated Dec 16, 2025
  • Efficient-Diffusion-Model-Survey Public

    [TMLR 2025] Efficient Diffusion Models: A Survey

    AIoT-MLSys-Lab/Efficient-Diffusion-Model-Survey’s past year of commit activity
    157 6 0 0 Updated Dec 8, 2025
  • SVD-LLM Public

    [ICLR 2025🔥] SVD-LLM & [NAACL 2025🔥] SVD-LLM V2

    AIoT-MLSys-Lab/SVD-LLM’s past year of commit activity
    Python 274 Apache-2.0 36 30 0 Updated Aug 28, 2025
  • D2O Public

    [ICLR 2025🔥] D2O: Dynamic Discriminative Operations for Efficient Long-Context Inference of Large Language Models

    AIoT-MLSys-Lab/D2O’s past year of commit activity
    Python 27 Apache-2.0 2 0 0 Updated Jul 7, 2025
  • MEIT Public

    [ACL 2025 Findings🔥] Official implementation of "Multi-Modal Electrocardiogram Instruction Tuning on Large Language Models for Report Generation"

    AIoT-MLSys-Lab/MEIT’s past year of commit activity
    Python 6 0 3 0 Updated Jul 1, 2025
  • Efficient-LLMs-Survey Public

    [TMLR 2024] Efficient Large Language Models: A Survey

    AIoT-MLSys-Lab/Efficient-LLMs-Survey’s past year of commit activity
    1,249 98 2 0 Updated Jun 23, 2025
  • MEDA Public

    [NAACL 2025🔥] MEDA: Dynamic KV Cache Allocation for Efficient Multimodal Long-Context Inference

    AIoT-MLSys-Lab/MEDA’s past year of commit activity
    Python 16 MIT 3 3 0 Updated Jun 19, 2025
  • Reading-in-the-Wild-Columbus Public

    Reading in the Wild - Columbus Subset

    AIoT-MLSys-Lab/Reading-in-the-Wild-Columbus’s past year of commit activity
    Python 6 0 0 0 Updated Jun 18, 2025
  • AIoT-Survey Public

    [TOSN 2024] Artificial Intelligence of Things: A Survey

    AIoT-MLSys-Lab/AIoT-Survey’s past year of commit activity
    82 5 0 0 Updated Apr 13, 2025

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