中国科学院计算技术研究所机构知识库

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限定条件	作者：Guo, Qi    第一作者

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	A Systematic View of Model Leakage Risks in Deep Neural Network Systems 期刊论文 IEEE TRANSACTIONS ON COMPUTERS, 2022, 卷号: 71, 期号: 12, 页码: 3254-3267 作者:  Hu, Xing;  Liang, Ling;  Chen, Xiaobing;  Deng, Lei;  Ji, Yu;  Ding, Yufei;  Du, Zidong;  Guo, Qi;  Sherwood, Tim;  Xie, Yuan 收藏  |  浏览/下载：14/0  |  提交时间：2023/07/12 Domain-specific architecture  deep learning security  model security
	Breaking the Interaction Wall: A DLPU-Centric Deep Learning Computing System 期刊论文 IEEE TRANSACTIONS ON COMPUTERS, 2022, 卷号: 71, 期号: 1, 页码: 209-222 作者:  Du, Zidong;  Guo, Qi;  Zhao, Yongwei;  Zeng, Xi;  Li, Ling;  Cheng, Limin;  Xu, Zhiwei;  Sun, Ninghui;  Chen, Yunji 收藏  |  浏览/下载：32/0  |  提交时间：2022/06/21 Deep learning  Central Processing Unit  Process control  Task analysis  Computational modeling  Pipelines  Runtime  Neural net accelerators  system architectures  interaction wall
	Cambricon-G: A Polyvalent Energy-Efficient Accelerator for Dynamic Graph Neural Networks 期刊论文 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 卷号: 41, 期号: 1, 页码: 116-128 作者:  Song, Xinkai;  Zhi, Tian;  Fan, Zhe;  Zhang, Zhenxing;  Zeng, Xi;  Li, Wei;  Hu, Xing;  Du, Zidong;  Guo, Qi;  Chen, Yunji 收藏  |  浏览/下载：29/0  |  提交时间：2022/06/21 Accelerator  architecture  graph neural networks (GNNs)
	ParaML: A Polyvalent Multicore Accelerator for Machine Learning 期刊论文 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2020, 卷号: 39, 期号: 9, 页码: 1764-1777 作者:  Zhou, Shengyuan;  Guo, Qi;  Du, Zidong;  Liu, Daofu;  Chen, Tianshi;  Li, Ling;  Liu, Shaoli;  Zhou, Jinhong;  Temam, Olivier;  Feng, Xiaobing;  Zhou, Xuehai;  Chen, Yunji 收藏  |  浏览/下载：50/0  |  提交时间：2020/12/10 Neural networks  Machine learning  Testing  Support vector machines  Linear regression  Computers  Computer architecture  Accelerator  machine learning (ML) techniques  multicore accelerator
	Machine Learning Computers With Fractal von Neumann Architecture 期刊论文 IEEE TRANSACTIONS ON COMPUTERS, 2020, 卷号: 69, 期号: 7, 页码: 998-1014 作者:  Zhao, Yongwei;  Fan, Zhe;  Du, Zidong;  Zhi, Tian;  Li, Ling;  Guo, Qi;  Liu, Shaoli;  Xu, Zhiwei;  Chen, Tianshi;  Chen, Yunji 收藏  |  浏览/下载：54/0  |  提交时间：2020/12/10 Machine learning  Computers  Fractals  Programming  Computer architecture  Graphics processing units  Matrix decomposition  Machine learning  architecture  neural networks  programming efficiency
	DLPlib: A Library for Deep Learning Processor 期刊论文 JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2017, 卷号: 32, 期号: 2, 页码: 286-296 作者:  Lan, Hui-Ying;  Wu, Lin-Yang;  Zhang, Xiao;  Tao, Jin-Hua;  Chen, Xun-Yu;  Wang, Bing-Rui;  Wang, Yu-Qing;  Guo, Qi;  Chen, Yun-Ji 收藏  |  浏览/下载：69/0  |  提交时间：2019/12/12 deep learning processor  API  library  DLPlib