Lei Liu

44 papers A* 1A 3B 6C 3Misc 1Journal 21Unranked 9
YearRankTypeTitle / Venue / Authors
2022 J jnl
A systematic study on benchmarking AI inference accelerators.
CCF Trans. High Perform. Comput.
Zihan Jiang, Jiansong Li, Fangxin Liu, Wanling Gao, Lei Wang, Chuanxin Lan, Fei Tang, Lei Liu, Tao Li
2022 J jnl
An Application-oblivious Memory Scheduling System for DNN Accelerators.
ACM Trans. Archit. Code Optim.
Jiansong Li, Xueying Wang, Xiaobing Chen, Guangli Li, Xiao Dong, Peng Zhao, Xianzhi Yu, Yongxin Yang, Wei Cao, Lei Liu, Xiaobing Feng
2022 J jnl
Optimizing deep neural networks on intelligent edge accelerators via flexible-rate filter pruning.
J. Syst. Archit.
Guangli Li, Xiu Ma, Xueying Wang, Hengshan Yue, Jiansong Li, Lei Liu, Xiaobing Feng, Jingling Xue
2021 J jnl
Compiler-assisted Operator Template Library for DNN Accelerators.
Int. J. Parallel Program.
Jiansong Li, Wei Cao, Xiao Dong, Guangli Li, Xueying Wang, Peng Zhao, Lei Liu, Xiaobing Feng
2021 B conf
Pinpointing the Memory Behaviors of DNN Training.
ISPASS
Jiansong Li, Xiao Dong, Guangli Li, Peng Zhao, Xueying Wang, Xiaobing Chen, Xianzhi Yu, Yongxin Yang, Zihan Jiang, Wei Cao, Lei Liu, Xiaobing Feng
2021 J jnl
Pinpointing the Memory Behaviors of DNN Training.
CoRR
Jiansong Li, Xiao Dong, Guangli Li, Peng Zhao, Xueying Wang, Xiaobing Chen, Xianzhi Yu, Yongxin Yang, Zihan Jiang, Wei Cao, Lei Liu, Xiaobing Feng
2021 — conf
Understanding the Runtime Overheads of Deep Learning Inference on Edge Devices.
ISPA/BDCloud/SocialCom/SustainCom
Xiu Ma, Guangli Li, Lei Liu, Huaxiao Liu, Lei Liu, Xiaobing Feng
2021 A conf
Unleashing the Low-Precision Computation Potential of Tensor Cores on GPUs.
CGO
Guangli Li, Jingling Xue, Lei Liu, Xueying Wang, Xiu Ma, Xiao Dong, Jiansong Li, Xiaobing Feng
2020 — conf
Accelerating Deep Learning Inference with Cross-Layer Data Reuse on GPUs.
Euro-Par
Xueying Wang, Guangli Li, Xiao Dong, Jiansong Li, Lei Liu, Xiaobing Feng
2020 J jnl
Accelerating Deep Learning Inference with Cross-Layer Data Reuse on GPUs.
CoRR
Xueying Wang, Guangli Li, Xiao Dong, Jiansong Li, Lei Liu, Xiaobing Feng
2020 — conf
Characterizing the I/O Pipeline in the Deployment of CNNs on Commercial Accelerators.
ISPA/BDCloud/SocialCom/SustainCom
Jiansong Li, Zihan Jiang, Fangxin Liu, Xiao Dong, Guangli Li, Xueying Wang, Wei Cao, Lei Liu, Yanzhi Wang, Tao Li, Xiaobing Feng
2020 C conf
Compiler-Assisted Operator Template Library for DNN Accelerators.
NPC
Jiansong Li, Wei Cao, Xiao Dong, Guangli Li, Xueying Wang, Lei Liu, Xiaobing Feng
2020 J jnl
Fusion-Catalyzed Pruning for Optimizing Deep Learning on Intelligent Edge Devices.
CoRR
Guangli Li, Xiu Ma, Xueying Wang, Lei Liu, Jingling Xue, Xiaobing Feng
2020 J jnl
Fusion-Catalyzed Pruning for Optimizing Deep Learning on Intelligent Edge Devices.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Guangli Li, Xiu Ma, Xueying Wang, Lei Liu, Jingling Xue, Xiaobing Feng
2020 J jnl
LANCE: Efficient Low-Precision Quantized Winograd Convolution for Neural Networks Based on Graphics Processing Units.
CoRR
Guangli Li, Lei Liu, Xueying Wang, Xiu Ma, Xiaobing Feng
2020 Misc conf
Lance: efficient low-precision quantized winograd convolution for neural networks based on graphics processing units.
ICASSP
Guangli Li, Lei Liu, Xueying Wang, Xiu Ma, Xiaobing Feng
2020 J jnl
Visual field movement detection model based on low-resolution images.
Int. J. Embed. Syst.
Guangli Li, Lei Liu, Tongbo Zhang, Hang Yu, Yue Xu, Shuai Lü
2019 A conf
Accelerating GPU Computing at Runtime with Binary Optimization.
CGO
Guangli Li, Lei Liu, Xiaobing Feng
2019 B conf
Acorns: A Framework for Accelerating Deep Neural Networks with Input Sparsity.
PACT
Xiao Dong, Lei Liu, Peng Zhao, Guangli Li, Jiansong Li, Xueying Wang, Xiaobing Feng
2019 J jnl
Background subtraction on depth videos with convolutional neural networks.
CoRR
Xueying Wang, Lei Liu, Guangli Li, Xiao Dong, Peng Zhao, Xiaobing Feng
2019 J jnl
Cacheap: Portable and Collaborative I/O Optimization for Graph Processing.
J. Comput. Sci. Technol.
Peng Zhao, Chen Ding, Lei Liu, Jiping Yu, Wentao Han, Xiaobing Feng
2019 J jnl
ElasticActor: An Actor System with Automatic Granularity Adjustment.
Int. J. Parallel Program.
Peng Zhao, Lei Liu, Wei Cao, Xiao Dong, Jiansong Li, Xiaobing Feng
2019 B conf
Exploiting the input sparsity to accelerate deep neural networks: poster.
PPoPP
Xiao Dong, Lei Liu, Guangli Li, Jiansong Li, Peng Zhao, Xueying Wang, Xiaobing Feng
2019 — conf
XDN: Towards Efficient Inference of Residual Neural Networks on Cambricon Chips.
Bench
Guangli Li, Xueying Wang, Xiu Ma, Lei Liu, Xiaobing Feng
2018 — conf
Auto-tuning Neural Network Quantization Framework for Collaborative Inference Between the Cloud and Edge.
ICANN (1)
Guangli Li, Lei Liu, Xueying Wang, Xiao Dong, Peng Zhao, Xiaobing Feng
2018 J jnl
Auto-tuning Neural Network Quantization Framework for Collaborative Inference Between the Cloud and Edge.
CoRR
Guangli Li, Lei Liu, Xueying Wang, Xiao Dong, Peng Zhao, Xiaobing Feng
2018 B conf
Background Subtraction on Depth Videos with Convolutional Neural Networks.
IJCNN
Xueying Wang, Lei Liu, Guangli Li, Xiao Dong, Peng Zhao, Xiaobing Feng
2018 — conf
Fast CNN Pruning via Redundancy-Aware Training.
ICANN (1)
Xiao Dong, Lei Liu, Guangli Li, Peng Zhao, Xiaobing Feng
2017 J jnl
Redundancy checking algorithms based on parallel novel extension rule.
J. Exp. Theor. Artif. Intell.
Lei Liu, Yang Yang, Guangli Li, Qi Wang, Shuai Lü
2017 — conf
SysMon: Monitoring Memory Behaviors via OS Approach.
APPT
Mengyao Xie, Lei Liu, Hao Yang, Chenggang Wu, Hongna Geng
2017 J jnl
Two-Level Task Scheduling for Irregular Applications on GPU Platform.
Int. J. Parallel Program.
Jing Li, Lei Liu, Yuan Wu, Xiaobing Feng, Chengyong Wu
2016 C conf
Memos: A full hierarchy hybrid memory management framework.
ICCD
Lei Liu, Hao Yang, Yong Li, Mengyao Xie, Lian Li, Chenggang Wu
2016 J jnl
Pragma Directed Shared Memory Centric Optimizations on GPUs.
J. Comput. Sci. Technol.
Jing Li, Lei Liu, Yuan Wu, Xiang-Hua Liu, Yi Gao, Xiaobing Feng, Chengyong Wu
2016 J jnl
Rethinking Memory Management in Modern Operating System: Horizontal, Vertical or Random?
IEEE Trans. Computers
Lei Liu, Yong Li, Chen Ding, Hao Yang, Chengyong Wu
2015 J jnl
WiseThrottling: a new asynchronous task scheduler for mitigating I/O bottleneck in large-scale datacenter servers.
J. Supercomput.
Fang Lv, Lei Liu, Huimin Cui, Lei Wang, Ying Liu, Xiaobing Feng, Pen-Chung Yew
2014 J jnl
BPM/BPM+: Software-based dynamic memory partitioning mechanisms for mitigating DRAM bank-/channel-level interferences in multicore systems.
ACM Trans. Archit. Code Optim.
Lei Liu, Zehan Cui, Yong Li, Yungang Bao, Mingyu Chen, Chengyong Wu
2014 J jnl
Dynamic I/O-Aware Scheduling for Batch-Mode Applications on Chip Multiprocessor Systems of Cluster Platforms.
J. Comput. Sci. Technol.
Fang Lu, Huimin Cui, Lei Wang, Lei Liu, Chenggang Wu, Xiaobing Feng, Pen-Chung Yew
2014 A* conf
Going vertical in memory management: Handling multiplicity by multi-policy.
ISCA
Lei Liu, Yong Li, Zehan Cui, Yungang Bao, Mingyu Chen, Chengyong Wu
2013 C conf
Access Annotation for Safe Program Parallelization.
NPC
Chen Ding, Lei Liu
2012 B conf
A software memory partition approach for eliminating bank-level interference in multicore systems.
PACT
Lei Liu, Zehan Cui, Mingjie Xing, Yungang Bao, Mingyu Chen, Chengyong Wu
2011 A conf
Safe parallel programming using dynamic dependence hints.
OOPSLA
Chuanle Ke, Lei Liu, Chao Zhang, Tongxin Bai, Bryan Jacobs, Chen Ding
2010 — conf
Unified Parallel C for GPU Clusters: Language Extensions and Compiler Implementation.
LCPC
Li Chen, Lei Liu, Shenglin Tang, Lei Huang, Zheng Jing, Shixiong Xu, Dingfei Zhang, Baojiang Shou
2008 B conf
Automatic Implementation of Multi-partitioning Using Global Tiling.
ICPADS
Lei Liu, Dingfei Zhang, Hengjie Li, Li Chen
2008 — conf
Global Tiling for Communication Minimal Parallelization on Distributed Memory Systems.
Euro-Par
Lei Liu, Li Chen, Chengyong Wu, Xiaobing Feng