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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  
REACT: Remainder Adaptive Compensation for Domain Adaptive Object Detection 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2024, 卷号: 33, 页码: 3735-3748
作者:  Li, Haochen;  Zhang, Rui;  Yao, Hantao;  Zhang, Xin;  Hao, Yifan;  Song, Xinkai;  Li, Ling
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
Unsupervised domain adaptation  domain adaptive object detection  feature extraction  prototypes  
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