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CoAxNN: Optimizing on-device deep learning with conditional approximate neural networks 期刊论文
JOURNAL OF SYSTEMS ARCHITECTURE, 2023, 卷号: 143, 页码: 14
作者:  Li, Guangli;  Ma, Xiu;  Yu, Qiuchu;  Liu, Lei;  Liu, Huaxiao;  Wang, Xueying
收藏  |  浏览/下载:7/0  |  提交时间:2023/12/04
On-device deep learning  Efficient neural networks  Model approximation and optimization  
An Application-oblivious Memory Scheduling System for DNN Accelerators 期刊论文
ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 2022, 卷号: 19, 期号: 4, 页码: 26
作者:  Li, Jiansong;  Wang, Xueying;  Chen, Xiaobing;  Li, Guangli;  Dong, Xiao;  Zhao, Peng;  Yu, Xianzhi;  Yang, Yongxin;  Cao, Wei;  Liu, Lei;  Feng, Xiaobing
收藏  |  浏览/下载:14/0  |  提交时间:2023/07/12
Deep learning  memory scheduling  runtime system  DNN accelerators  
FlexPDA: A Flexible Programming Framework for Deep Learning Accelerators 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2022, 卷号: 37, 期号: 5, 页码: 1200-1220
作者:  Liu, Lei;  Ma, Xiu;  Liu, Hua-Xiao;  Li, Guang-Li;  Liu, Lei
收藏  |  浏览/下载:14/0  |  提交时间:2023/07/12
deep learning accelerator  programming framework  domain-specific language  
Optimizing deep neural networks on intelligent edge accelerators via flexible-rate filter pruning 期刊论文
JOURNAL OF SYSTEMS ARCHITECTURE, 2022, 卷号: 124, 页码: 11
作者:  Li, Guangli;  Ma, Xiu;  Wang, Xueying;  Yue, Hengshan;  Li, Jiansong;  Liu, Lei;  Feng, Xiaobing;  Xue, Jingling
收藏  |  浏览/下载:25/0  |  提交时间:2022/12/07
Edge intelligence  Deep learning  Neural network compression  
Compiler-assisted Operator Template Library for DNN Accelerators 期刊论文
INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING, 2021, 页码: 18
作者:  Li, Jiansong;  Cao, Wei;  Dong, Xiao;  Li, Guangli;  Wang, Xueying;  Zhao, Peng;  Liu, Lei;  Feng, Xiaobing
收藏  |  浏览/下载:36/0  |  提交时间:2021/12/01
DNN Accelerators  Template Library  Address Space Management  
Fusion-Catalyzed Pruning for Optimizing Deep Learning on Intelligent Edge Devices 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2020, 卷号: 39, 期号: 11, 页码: 3614-3626
作者:  Li, Guangli;  Ma, Xiu;  Wang, Xueying;  Liu, Lei;  Xue, Jingling;  Feng, Xiaobing
收藏  |  浏览/下载:47/0  |  提交时间:2021/12/01
Deep learning system  edge intelligence  model compression and acceleration  neural networks  
ElasticActor: An Actor System with Automatic Granularity Adjustment 期刊论文
INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING, 2019, 卷号: 47, 期号: 3, 页码: 520-534
作者:  Zhao, Peng;  Liu, Lei;  Cao, Wei;  Dong, Xiao;  Li, Jiansong;  Feng, Xiaobing
收藏  |  浏览/下载:260/0  |  提交时间:2019/08/16
Actor model  Concurrency granularity  Cloud computing  Performance optimization  
Cacheap: Portable and Collaborative I/O Optimization for Graph Processing 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2019, 卷号: 34, 期号: 3, 页码: 690-706
作者:  Zhao, Peng;  Ding, Chen;  Liu, Lei;  Yu, Jiping;  Han, Wentao;  Feng, Xiao-Bing
收藏  |  浏览/下载:74/0  |  提交时间:2019/08/16
out-of-core graph processing system  I/O optimization  memory cache  graph analytics  locality  
Pragma Directed Shared Memory Centric Optimizations on GPUs 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2016, 卷号: 31, 期号: 2, 页码: 235-252
作者:  Li, Jing;  Liu, Lei;  Wu, Yuan;  Liu, Xiang-Hua;  Gao, Yi;  Feng, Xiao-Bing;  Wu, Cheng-Yong
收藏  |  浏览/下载:56/0  |  提交时间:2019/12/13
GPU  shared memory  pragma directed  data centric