OSU AIoT-MLSys Lab

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

   [TMLR 2024] Efficient Large Language Models: A Survey

   1.3k 102

2. AIoT-Survey AIoT-Survey Public

   [TOSN 2024] Artificial Intelligence of Things: A Survey

   86 6

3. SVD-LLM SVD-LLM Public

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

   Python 306 46

4. D2O D2O Public

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

   Python 27 2

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

   Reading in the Wild - Columbus Subset

   Python 7

6. QuantVLA QuantVLA Public

   [CVPR'26] QuantVLA: Scale-Calibrated Post-Training Quantization for Vision-Language-Action Models

   Jupyter Notebook 47 9