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SaaP: Rearchitect SoC-as-a-Processor to Orchestrate Hardware Heterogeneity 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2025, 卷号: 44, 期号: 10, 页码: 3962-3975
作者:  Jin, Pengwei;  Fan, Zhe;  Zhao, Yongwei;  Du, Zidong;  Guo, Hongrui;  Nan, Ziyuan;  Hao, Yifan;  Li, Chongxiao;  Ma, Tianyun;  Zhang, Zhenxing;  Li, Xiaqing;  Li, Wei;  Hu, Xing;  Guo, Qi;  Xu, Zhiwei;  Chen, Tianshi
收藏  |  浏览/下载：2/0  |  提交时间：2025/12/03
IP networks  Hardware  Graphics processing units  Central Processing Unit  Programming  Software  Pipelines  System-on-chip  Process control  Neural networks  Hardware heterogeneity  system architectures  System-on-Chip (SoC)  
SnsBooster: Enhancing Sampling-based μArch Evaluation Efficiency through Online Performance Sensitivity Analysis 期刊论文
ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 2025, 卷号: 22, 期号: 2, 页码: 27
作者:  Han, Chenji;  Zhang, Zifei;  Xue, Feng;  Li, Xinyu;  Wu, Yuxuan;  Zhang, Tingting;  Liu, Tianyi;  Guo, Qi;  Zhang, Fuxin
收藏  |  浏览/下载：2/0  |  提交时间：2025/12/03
Representative sampling  microarchitecture-independent characteristic analysis  
Harmonia: A Unified Architecture for Efficient Deep Symbolic Regression 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2025, 卷号: 44, 期号: 2, 页码: 737-750
作者:  Ma, Tianyun;  Wen, Yuanbo;  Song, Xinkai;  Jin, Pengwei;  Huang, Di;  Han, Husheng;  Nan, Ziyuan;  Yu, Zhongkai;  Peng, Shaohui;  Zhao, Yongwei;  Chen, Huaping;  Du, Zidong;  Hu, Xing;  Guo, Qi
收藏  |  浏览/下载：38/0  |  提交时间：2025/06/25
Skeleton  Optimization  Graphics processing units  Vectors  Hardware  Artificial neural networks  Accuracy  Deep symbolic regression (DSR)  radial basis function network (RBFN)  transcendental functions  unified array  
Efficient and Fast High-Performance Library Generation for Deep Learning Accelerators 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2025, 卷号: 74, 期号: 1, 页码: 155-169
作者:  Bi, Jun;  Wen, Yuanbo;  Li, Xiaqing;  Zhao, Yongwei;  Guo, Yuxuan;  Zhou, Enshuai;  Hu, Xing;  Du, Zidong;  Li, Ling;  Chen, Huaping;  Chen, Tianshi;  Guo, Qi
收藏  |  浏览/下载：12/0  |  提交时间：2025/06/25
Optimization  Space exploration  Schedules  Libraries  Biological cells  Deep learning  Costs  Computers  Search problems  Tensors  Code generation  compiler optimization  tensor computation  
AI Computing Systems for Large Language Models Training 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2025, 卷号: 40, 期号: 1, 页码: 6-41
作者:  Zhang, Zhen-Xing;  Wen, Yuan-Bo;  Lyu, Han-Qi;  Liu, Chang;  Zhang, Rui;  Li, Xia-Qing;  Wang, Chao;  Du, Zi-Dong;  Guo, Qi;  Li, Ling;  Zhou, Xue-Hai;  Chen, Yun-Ji
收藏  |  浏览/下载：36/0  |  提交时间：2025/06/25
artificial intelligence (AI) chip  large language model (LLM)  AI computing system  accelerator  
CAN: Cascade Augmentations Against Noise for Image Restoration 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2025, 卷号: 34, 页码: 5131-5146
作者:  Yan, Yanyang;  Yao, Siyuan;  Ren, Wenqi;  Zhang, Rui;  Guo, Qi;  Cao, Xiaochun
收藏  |  浏览/下载：2/0  |  提交时间：2025/12/03
Image restoration  cascade augmentations  cascade augmentations  noise corruptions  noise corruptions  
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：61/0  |  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：24/0  |  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：48/0  |  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：41/0  |  提交时间：2024/05/20
hardware accelerator  instruction set  mobile system  simultaneous localization and mapping (SLAM) algorithm