JointSQ: Joint Sparsification-Quantization for Distributed Learning

Weiying Xie, Haowei Li, Jitao Ma, Yunsong Li, Jie Lei +2 more

2/9/2026

No official code found. Best implementation: HaoweiLi778/JointSQ (12 stars, last commit 2024-12-29).

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HaoweiLi778/JointSQCommunity63%

Simple Implementation of the CVPR 2024 Paper "JointSQ: Joint Sparsification-Quantization for Distributed Learning"

120PythonAug 4, 20241 years ago

big-modeldistributed-learninggradient-compressionquantizationsparsification

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Cite this paper

@article{xie2026jointsq,
  title  = {JointSQ: Joint Sparsification-Quantization for Distributed Learning},
  author = {Weiying Xie and Haowei Li and Jitao Ma and Yunsong Li and Jie Lei and Donglai Liu and Leyuan Fang},
  year   = {2026},
  doi    = {10.1109/CVPR52733.2024.00552},
  url    = {https://doi.org/10.1109/CVPR52733.2024.00552},
  journal = {CVPR 2024 2024}
}

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