中国科学院计算技术研究所机构知识库

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	FastTuning: Enabling Fast and Efficient Hyper-Parameter Tuning With Partitioning and Parallelism of Search Space 期刊论文 IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2024, 卷号: 35, 期号: 7, 页码: 1174-1188 作者:  Li, Xiaqing;  Guo, Qi;  Zhang, Guangyan;  Ye, Siwei;  He, Guanhua;  Yao, Yiheng;  Zhang, Rui;  Hao, Yifan;  Du, Zidong;  Zheng, Weimin 收藏  |  浏览/下载：7/0  |  提交时间：2024/12/06 Deep learning  distributed hyper-parameter tuning (HPT) system  parallel computing
	Tyche: An Efficient and General Prefetcher for Indirect Memory Accesses 期刊论文 ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 2024, 卷号: 21, 期号: 2, 页码: 26 作者:  Xue, Feng;  Han, Chenji;  Li, Xinyu;  Wu, Junliang;  Zhang, Tingting;  Liu, Tianyi;  Hao, Yifan;  Du, Zidong;  Guo, Qi;  Zhang, Fuxin 收藏  |  浏览/下载：2/0  |  提交时间：2024/12/06 Data prefetching  hardware prefetching  indirect memory accesses  microarchitecture
	Real-Time Robust Video Object Detection System Against Physical-World Adversarial Attacks 期刊论文 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2024, 卷号: 43, 期号: 1, 页码: 366-379 作者:  Han, Husheng;  Hu, Xing;  Hao, Yifan;  Xu, Kaidi;  Dang, Pucheng;  Wang, Ying;  Zhao, Yongwei;  Du, Zidong;  Guo, Qi;  Wang, Yanzhi;  Zhang, Xishan;  Chen, Tianshi 收藏  |  浏览/下载：11/0  |  提交时间：2024/05/20 Object detection  Streaming media  Optical flow  Feature extraction  Real-time systems  Task analysis  Detectors  Adversarial patch attack  deep learning security  domain-specific accelerator  hardware/software co-design  real time
	Chip design with machine learning: a survey from algorithm perspective 期刊论文 SCIENCE CHINA-INFORMATION SCIENCES, 2023, 卷号: 66, 期号: 11, 页码: 31 作者:  He, Wenkai;  Li, Xiaqing;  Song, Xinkai;  Hao, Yifan;  Zhang, Rui;  Du, Zidong;  Chen, Yunji 收藏  |  浏览/下载：16/0  |  提交时间：2023/12/04 chip design  machine learning  chip design automation  design result estimation  design optimization and correction  design construction
	Learning controllable elements oriented representations for reinforcement learning 期刊论文 NEUROCOMPUTING, 2023, 卷号: 549, 页码: 13 作者:  Yi, Qi;  Zhang, Rui;  Peng, Shaohui;  Guo, Jiaming;  Hu, Xing;  Du, Zidong;  Guo, Qi;  Chen, Ruizhi;  Li, Ling;  Chen, Yunji 收藏  |  浏览/下载：14/0  |  提交时间：2023/12/04 Reinforcement learning  Representation learning
	Rescue to the Curse of universality 期刊论文 SCIENCE CHINA-INFORMATION SCIENCES, 2023, 卷号: 66, 期号: 9, 页码: 17 作者:  Zhao, Yongwei;  Du, Zidong;  Guo, Qi;  Xu, Zhiwei;  Chen, Yunji 收藏  |  浏览/下载：14/0  |  提交时间：2023/12/04 universality  general-purpose architecture  specialized architecture  deep learning processor  universal circuit
	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：22/0  |  提交时间：2023/07/12 Domain-specific architecture  deep learning security  model security
	Rubik: A Hierarchical Architecture for Efficient Graph Neural Network Training 期刊论文 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 卷号: 41, 期号: 4, 页码: 936-949 作者:  Chen, Xiaobing;  Wang, Yuke;  Xie, Xinfeng;  Hu, Xing;  Basak, Abanti;  Liang, Ling;  Yan, Mingyu;  Deng, Lei;  Ding, Yufei;  Du, Zidong;  Xie, Yuan 收藏  |  浏览/下载：32/0  |  提交时间：2022/12/07 Deep learning accelerator  graph neural network (GNN)
	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：41/0  |  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：37/0  |  提交时间：2022/06/21 Accelerator  architecture  graph neural networks (GNNs)