OSU AIoT-MLSys Lab

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Results 7 repositories owned by OSU AIoT-MLSys Lab

arch2vec

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

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CATE

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5
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[ICML 2021 Oral] "CATE: Computation-aware Neural Architecture Encoding with Transformers" by Shen Yan, Kaiqiang Song, Fei Liu, Mi Zhang

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FedRolex

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14
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[NeurIPS 2022] "FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction" by Samiul Alam, Luyang Liu, Ming Yan, and Mi Zhang

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FedAIoT

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FedAIoT: A Federated Learning Benchmark for Artificial Intelligence of Things

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DeepAA

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3
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[ICLR 2022] "Deep AutoAugment" by Yu Zheng, Zhi Zhang, Shen Yan, Mi Zhang

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Efficient-LLMs-Survey

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80
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[TMLR 2024] Efficient Large Language Models: A Survey

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SVD-LLM

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7
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Official Code for "SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model Compression"

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