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Qingfeng Zhuge

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BSC: Block-based Stochastic Computing to Enable Accurate and Efficient TinyML

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Nov 12, 2021
Yuhong Song, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Rui Xu, Yongzhuo Zhang, Bingzhe Li, Lei Yang

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Accelerating Framework of Transformer by Hardware Design and Model Compression Co-Optimization

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Oct 19, 2021
Panjie Qi, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Hongwu Peng, Shaoyi Huang, Zhenglun Kong, Yuhong Song, Bingbing Li

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Dancing along Battery: Enabling Transformer with Run-time Reconfigurability on Mobile Devices

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Feb 12, 2021
Yuhong Song, Weiwen Jiang, Bingbing Li, Panjie Qi, Qingfeng Zhuge, Edwin Hsing-Mean Sha, Sakyasingha Dasgupta, Yiyu Shi, Caiwen Ding

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Hardware/Software Co-Exploration of Neural Architectures

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Jul 06, 2019
Weiwen Jiang, Lei Yang, Edwin Sha, Qingfeng Zhuge, Shouzhen Gu, Yiyu Shi, Jingtong Hu

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Accuracy vs. Efficiency: Achieving Both through FPGA-Implementation Aware Neural Architecture Search

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Jan 31, 2019
Weiwen Jiang, Xinyi Zhang, Edwin H. -M. Sha, Lei Yang, Qingfeng Zhuge, Yiyu Shi, Jingtong Hu

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