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Lei Liu
ORCID
Publication Activity (10 Years)
Years Active: 2008-2022
Publications (10 Years): 33
Top Topics
Graphics Processing Units
Efficient Inference
Neural Network
Foreground Segmentation
Top Venues
CoRR
J. Comput. Sci. Technol.
Int. J. Parallel Program.
ICANN (1)
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Publications
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Guangli Li
,
Xiu Ma
,
Xueying Wang
,
Hengshan Yue
,
Jiansong Li
,
Lei Liu
,
Xiaobing Feng
,
Jingling Xue
Optimizing deep neural networks on intelligent edge accelerators via flexible-rate filter pruning.
J. Syst. Archit.
124 (2022)
Zihan Jiang
,
Jiansong Li
,
Fangxin Liu
,
Wanling Gao
,
Lei Wang
,
Chuanxin Lan
,
Fei Tang
,
Lei Liu
,
Tao Li
A systematic study on benchmarking AI inference accelerators.
CCF Trans. High Perform. Comput.
4 (2) (2022)
Jiansong Li
,
Xueying Wang
,
Xiaobing Chen
,
Guangli Li
,
Xiao Dong
,
Peng Zhao
,
Xianzhi Yu
,
Yongxin Yang
,
Wei Cao
,
Lei Liu
,
Xiaobing Feng
An Application-oblivious Memory Scheduling System for DNN Accelerators.
ACM Trans. Archit. Code Optim.
19 (4) (2022)
Jiansong Li
,
Xiao Dong
,
Guangli Li
,
Peng Zhao
,
Xueying Wang
,
Xiaobing Chen
,
Xianzhi Yu
,
Yongxin Yang
,
Zihan Jiang
,
Wei Cao
,
Lei Liu
,
Xiaobing Feng
Pinpointing the Memory Behaviors of DNN Training.
ISPASS
(2021)
Jiansong Li
,
Wei Cao
,
Xiao Dong
,
Guangli Li
,
Xueying Wang
,
Peng Zhao
,
Lei Liu
,
Xiaobing Feng
Compiler-assisted Operator Template Library for DNN Accelerators.
Int. J. Parallel Program.
49 (5) (2021)
Guangli Li
,
Jingling Xue
,
Lei Liu
,
Xueying Wang
,
Xiu Ma
,
Xiao Dong
,
Jiansong Li
,
Xiaobing Feng
Unleashing the Low-Precision Computation Potential of Tensor Cores on GPUs.
CGO
(2021)
Jiansong Li
,
Xiao Dong
,
Guangli Li
,
Peng Zhao
,
Xueying Wang
,
Xiaobing Chen
,
Xianzhi Yu
,
Yongxin Yang
,
Zihan Jiang
,
Wei Cao
,
Lei Liu
,
Xiaobing Feng
Pinpointing the Memory Behaviors of DNN Training.
CoRR
(2021)
Guangli Li
,
Lei Liu
,
Xueying Wang
,
Xiu Ma
,
Xiaobing Feng
LANCE: Efficient Low-Precision Quantized Winograd Convolution for Neural Networks Based on Graphics Processing Units.
CoRR
(2020)
Guangli Li
,
Xiu Ma
,
Xueying Wang
,
Lei Liu
,
Jingling Xue
,
Xiaobing Feng
Fusion-Catalyzed Pruning for Optimizing Deep Learning on Intelligent Edge Devices.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
39 (11) (2020)
Xueying Wang
,
Guangli Li
,
Xiao Dong
,
Jiansong Li
,
Lei Liu
,
Xiaobing Feng
Accelerating Deep Learning Inference with Cross-Layer Data Reuse on GPUs.
Euro-Par
(2020)
Xueying Wang
,
Guangli Li
,
Xiao Dong
,
Jiansong Li
,
Lei Liu
,
Xiaobing Feng
Accelerating Deep Learning Inference with Cross-Layer Data Reuse on GPUs.
CoRR
(2020)
Guangli Li
,
Lei Liu
,
Xueying Wang
,
Xiu Ma
,
Xiaobing Feng
Lance: efficient low-precision quantized winograd convolution for neural networks based on graphics processing units.
ICASSP
(2020)
Jiansong Li
,
Zihan Jiang
,
Fangxin Liu
,
Xiao Dong
,
Guangli Li
,
Xueying Wang
,
Wei Cao
,
Lei Liu
,
Yanzhi Wang
,
Tao Li
,
Xiaobing Feng
Characterizing the I/O Pipeline in the Deployment of CNNs on Commercial Accelerators.
ISPA/BDCloud/SocialCom/SustainCom
(2020)
Guangli Li
,
Lei Liu
,
Tongbo Zhang
,
Hang Yu
,
Yue Xu
,
Shuai Lü
Visual field movement detection model based on low-resolution images.
Int. J. Embed. Syst.
12 (1) (2020)
Guangli Li
,
Xiu Ma
,
Xueying Wang
,
Lei Liu
,
Jingling Xue
,
Xiaobing Feng
Fusion-Catalyzed Pruning for Optimizing Deep Learning on Intelligent Edge Devices.
CoRR
(2020)
Jiansong Li
,
Wei Cao
,
Xiao Dong
,
Guangli Li
,
Xueying Wang
,
Lei Liu
,
Xiaobing Feng
Compiler-Assisted Operator Template Library for DNN Accelerators.
NPC
(2020)
Xiao Dong
,
Lei Liu
,
Guangli Li
,
Jiansong Li
,
Peng Zhao
,
Xueying Wang
,
Xiaobing Feng
Exploiting the input sparsity to accelerate deep neural networks: poster.
PPoPP
(2019)
Peng Zhao
,
Lei Liu
,
Wei Cao
,
Xiao Dong
,
Jiansong Li
,
Xiaobing Feng
ElasticActor: An Actor System with Automatic Granularity Adjustment.
Int. J. Parallel Program.
47 (3) (2019)
Xiao Dong
,
Lei Liu
,
Peng Zhao
,
Guangli Li
,
Jiansong Li
,
Xueying Wang
,
Xiaobing Feng
Acorns: A Framework for Accelerating Deep Neural Networks with Input Sparsity.
PACT
(2019)
Peng Zhao
,
Chen Ding
,
Lei Liu
,
Jiping Yu
,
Wentao Han
,
Xiaobing Feng
Cacheap: Portable and Collaborative I/O Optimization for Graph Processing.
J. Comput. Sci. Technol.
34 (3) (2019)
Guangli Li
,
Lei Liu
,
Xiaobing Feng
Accelerating GPU Computing at Runtime with Binary Optimization.
CGO
(2019)
Xueying Wang
,
Lei Liu
,
Guangli Li
,
Xiao Dong
,
Peng Zhao
,
Xiaobing Feng
Background subtraction on depth videos with convolutional neural networks.
CoRR
(2019)
Guangli Li
,
Xueying Wang
,
Xiu Ma
,
Lei Liu
,
Xiaobing Feng
XDN: Towards Efficient Inference of Residual Neural Networks on Cambricon Chips.
Bench
(2019)
Guangli Li
,
Lei Liu
,
Xueying Wang
,
Xiao Dong
,
Peng Zhao
,
Xiaobing Feng
Auto-tuning Neural Network Quantization Framework for Collaborative Inference Between the Cloud and Edge.
CoRR
(2018)
Xiao Dong
,
Lei Liu
,
Guangli Li
,
Peng Zhao
,
Xiaobing Feng
Fast CNN Pruning via Redundancy-Aware Training.
ICANN (1)
(2018)
Guangli Li
,
Lei Liu
,
Xueying Wang
,
Xiao Dong
,
Peng Zhao
,
Xiaobing Feng
Auto-tuning Neural Network Quantization Framework for Collaborative Inference Between the Cloud and Edge.
ICANN (1)
(2018)
Xueying Wang
,
Lei Liu
,
Guangli Li
,
Xiao Dong
,
Peng Zhao
,
Xiaobing Feng
Background Subtraction on Depth Videos with Convolutional Neural Networks.
IJCNN
(2018)
Mengyao Xie
,
Lei Liu
,
Hao Yang
,
Chenggang Wu
,
Hongna Geng
SysMon: Monitoring Memory Behaviors via OS Approach.
APPT
(2017)
Lei Liu
,
Yang Yang
,
Guangli Li
,
Qi Wang
,
Shuai Lü
Redundancy checking algorithms based on parallel novel extension rule.
J. Exp. Theor. Artif. Intell.
29 (3) (2017)
Jing Li
,
Lei Liu
,
Yuan Wu
,
Xiaobing Feng
,
Chengyong Wu
Two-Level Task Scheduling for Irregular Applications on GPU Platform.
Int. J. Parallel Program.
45 (1) (2017)
Jing Li
,
Lei Liu
,
Yuan Wu
,
Xiang-Hua Liu
,
Yi Gao
,
Xiaobing Feng
,
Chengyong Wu
Pragma Directed Shared Memory Centric Optimizations on GPUs.
J. Comput. Sci. Technol.
31 (2) (2016)
Lei Liu
,
Hao Yang
,
Yong Li
,
Mengyao Xie
,
Lian Li
,
Chenggang Wu
Memos: A full hierarchy hybrid memory management framework.
ICCD
(2016)
Lei Liu
,
Yong Li
,
Chen Ding
,
Hao Yang
,
Chengyong Wu
Rethinking Memory Management in Modern Operating System: Horizontal, Vertical or Random?
IEEE Trans. Computers
65 (6) (2016)
Fang Lv
,
Lei Liu
,
Huimin Cui
,
Lei Wang
,
Ying Liu
,
Xiaobing Feng
,
Pen-Chung Yew
WiseThrottling: a new asynchronous task scheduler for mitigating I/O bottleneck in large-scale datacenter servers.
J. Supercomput.
71 (8) (2015)
Lei Liu
,
Yong Li
,
Zehan Cui
,
Yungang Bao
,
Mingyu Chen
,
Chengyong Wu
Going vertical in memory management: Handling multiplicity by multi-policy.
ISCA
(2014)
Fang Lu
,
Huimin Cui
,
Lei Wang
,
Lei Liu
,
Chenggang Wu
,
Xiaobing Feng
,
Pen-Chung Yew
Dynamic I/O-Aware Scheduling for Batch-Mode Applications on Chip Multiprocessor Systems of Cluster Platforms.
J. Comput. Sci. Technol.
29 (1) (2014)
Lei Liu
,
Zehan Cui
,
Yong Li
,
Yungang Bao
,
Mingyu Chen
,
Chengyong Wu
BPM/BPM+: Software-based dynamic memory partitioning mechanisms for mitigating DRAM bank-/channel-level interferences in multicore systems.
ACM Trans. Archit. Code Optim.
11 (1) (2014)
Chen Ding
,
Lei Liu
Access Annotation for Safe Program Parallelization.
NPC
(2013)
Lei Liu
,
Zehan Cui
,
Mingjie Xing
,
Yungang Bao
,
Mingyu Chen
,
Chengyong Wu
A software memory partition approach for eliminating bank-level interference in multicore systems.
PACT
(2012)
Chuanle Ke
,
Lei Liu
,
Chao Zhang
,
Tongxin Bai
,
Bryan Jacobs
,
Chen Ding
Safe parallel programming using dynamic dependence hints.
OOPSLA
(2011)
Li Chen
,
Lei Liu
,
Shenglin Tang
,
Lei Huang
,
Zheng Jing
,
Shixiong Xu
,
Dingfei Zhang
,
Baojiang Shou
Unified Parallel C for GPU Clusters: Language Extensions and Compiler Implementation.
LCPC
(2010)
Lei Liu
,
Dingfei Zhang
,
Hengjie Li
,
Li Chen
Automatic Implementation of Multi-partitioning Using Global Tiling.
ICPADS
(2008)
Lei Liu
,
Li Chen
,
Chengyong Wu
,
Xiaobing Feng
Global Tiling for Communication Minimal Parallelization on Distributed Memory Systems.
Euro-Par
(2008)