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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

    1.1k 95

  2. AIoT-Survey AIoT-Survey Public

    [TOSN 2024] Artificial Intelligence of Things: A Survey

    56 2

  3. SVD-LLM SVD-LLM Public

    Official Code for "SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model Compression"

    Python 135 10

  4. arch2vec arch2vec Public

    [NeurIPS 2020] "Does Unsupervised Architecture Representation Learning Help Neural Architecture Search?" by Shen Yan, Yu Zheng, Wei Ao, Xiao Zeng, Mi Zhang

    Python 50 11

  5. FedRolex FedRolex Public

    [NeurIPS 2022] "FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction" by Samiul Alam, Luyang Liu, Ming Yan, and Mi Zhang

    Python 62 16

  6. FedAIoT FedAIoT Public

    [DMLR 2024] FedAIoT: A Federated Learning Benchmark for Artificial Intelligence of Things

    Python 53 10

Repositories

Showing 10 of 19 repositories
  • MEDA Public

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

    AIoT-MLSys-Lab/MEDA’s past year of commit activity
    Python 3 MIT 0 0 0 Updated Mar 10, 2025
  • d2o Public

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

    AIoT-MLSys-Lab/d2o’s past year of commit activity
    Python 9 Apache-2.0 0 0 0 Updated Mar 10, 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
    1,113 95 2 0 Updated Feb 27, 2025
  • AIoT-MLSys-Lab/Efficient-Diffusion-Model-Survey’s past year of commit activity
    33 Apache-2.0 1 0 0 Updated Feb 12, 2025
  • SVD-LLM Public

    Official Code for "SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model Compression"

    AIoT-MLSys-Lab/SVD-LLM’s past year of commit activity
    Python 135 Apache-2.0 10 8 1 Updated Jan 24, 2025
  • AIoT-Survey Public

    [TOSN 2024] Artificial Intelligence of Things: A Survey

    AIoT-MLSys-Lab/AIoT-Survey’s past year of commit activity
    56 2 0 0 Updated Nov 2, 2024
  • Famba-V Public

    [2024 ECCV Workshop] Famba-V: Fast Vision Mamba with Cross-Layer Token Fusion

    AIoT-MLSys-Lab/Famba-V’s past year of commit activity
    Python 30 1 2 0 Updated Sep 30, 2024
  • DeepAA Public

    [ICLR 2022] "Deep AutoAugment" by Yu Zheng, Zhi Zhang, Shen Yan, Mi Zhang

    AIoT-MLSys-Lab/DeepAA’s past year of commit activity
    Python 65 3 0 0 Updated Sep 20, 2024
  • FedAIoT Public

    [DMLR 2024] FedAIoT: A Federated Learning Benchmark for Artificial Intelligence of Things

    AIoT-MLSys-Lab/FedAIoT’s past year of commit activity
    Python 53 Apache-2.0 10 8 0 Updated Aug 27, 2024
  • FedRolex Public

    [NeurIPS 2022] "FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction" by Samiul Alam, Luyang Liu, Ming Yan, and Mi Zhang

    AIoT-MLSys-Lab/FedRolex’s past year of commit activity
    Python 62 Apache-2.0 16 3 0 Updated Aug 27, 2024

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