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Zheng Zhan

SparCL: Sparse Continual Learning on the Edge

Sep 20, 2022
Zifeng Wang, Zheng Zhan, Yifan Gong, Geng Yuan, Wei Niu, Tong Jian, Bin Ren, Stratis Ioannidis, Yanzhi Wang, Jennifer Dy

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* Published at NeurIPS 2022 as a conference paper

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MEST: Accurate and Fast Memory-Economic Sparse Training Framework on the Edge

Oct 26, 2021
Geng Yuan, Xiaolong Ma, Wei Niu, Zhengang Li, Zhenglun Kong, Ning Liu, Yifan Gong, Zheng Zhan, Chaoyang He, Qing Jin, Siyue Wang, Minghai Qin, Bin Ren, Yanzhi Wang, Sijia Liu, Xue Lin

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* NeurIPS 2021 Spotlight Paper

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Towards Real-Time DNN Inference on Mobile Platforms with Model Pruning and Compiler Optimization

Apr 22, 2020
Wei Niu, Pu Zhao, Zheng Zhan, Xue Lin, Yanzhi Wang, Bin Ren

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* accepted by the IJCAI-PRICAI 2020 Demonstrations Track

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