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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  
Hardware Acceleration for SLAM in Mobile Systems 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2023, 卷号: 38, 期号: 6, 页码: 1300-1322
作者:  Fan, Zhe;  Hao, Yi-Fan;  Zhi, Tian;  Guo, Qi;  Du, Zi-Dong
收藏  |  浏览/下载:11/0  |  提交时间:2024/05/20
hardware accelerator  instruction set  mobile system  simultaneous localization and mapping (SLAM) algorithm  
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  
Visual (EC)-C-2: AI-Driven Visual End-Edge-Cloud Architecture for 6G in Low-Carbon Smart Cities 期刊论文
IEEE WIRELESS COMMUNICATIONS, 2023, 卷号: 30, 期号: 3, 页码: 204-210
作者:  Yang, Zheming;  Hu, Dieli;  Guo, Qi;  Zuo, Lulu;  Ji, Wen
收藏  |  浏览/下载:16/0  |  提交时间:2023/12/04
6G mobile communication  Wireless communication  Visualization  Energy consumption  Smart cities  Computer architecture  Carbon dioxide  
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  
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)