Lei Liu

According to our database, Lei Liu authored at least 38 papers between 2008 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

An Application-oblivious Memory Scheduling System for DNN Accelerators.

Jiansong Li, Xueying Wang, Xiaobing Chen, Guangli Li, Xiao Dong, Peng Zhao, Xianzhi Yu, Yongxin Yang, Wei Cao, Lei Liu, Xiaobing Feng

ACM Trans. Archit. Code Optim., 2022

Optimizing deep neural networks on intelligent edge accelerators via flexible-rate filter pruning.

Guangli Li, Xiu Ma, Xueying Wang, Hengshan Yue, Jiansong Li, Lei Liu, Xiaobing Feng, Jingling Xue

J. Syst. Archit., 2022

A systematic study on benchmarking AI inference accelerators.

Zihan Jiang, Jiansong Li, Fangxin Liu, Wanling Gao, Lei Wang, Chuanxin Lan, Fei Tang, Lei Liu, Tao Li

CCF Trans. High Perform. Comput., 2022

2021

Compiler-assisted Operator Template Library for DNN Accelerators.

Jiansong Li, Wei Cao, Xiao Dong, Guangli Li, Xueying Wang, Peng Zhao, Lei Liu, Xiaobing Feng

Int. J. Parallel Program., 2021

Pinpointing the Memory Behaviors of DNN Training.

Jiansong Li, Xiao Dong, Guangli Li, Peng Zhao, Xueying Wang, Xiaobing Chen, Xianzhi Yu, Yongxin Yang, Zihan Jiang, Wei Cao, Lei Liu, Xiaobing Feng

Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2021

Understanding the Runtime Overheads of Deep Learning Inference on Edge Devices.

Xiu Ma, Guangli Li, Lei Liu, Huaxiao Liu, Lei Liu, Xiaobing Feng

Proceedings of the 2021 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom), New York City, NY, USA, September 30, 2021

Unleashing the Low-Precision Computation Potential of Tensor Cores on GPUs.

Guangli Li, Jingling Xue, Lei Liu, Xueying Wang, Xiu Ma, Xiao Dong, Jiansong Li, Xiaobing Feng

Proceedings of the IEEE/ACM International Symposium on Code Generation and Optimization, 2021

2020

Fusion-Catalyzed Pruning for Optimizing Deep Learning on Intelligent Edge Devices.

Guangli Li, Xiu Ma, Xueying Wang, Lei Liu, Jingling Xue, Xiaobing Feng

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

Visual field movement detection model based on low-resolution images.

Guangli Li, Lei Liu, Tongbo Zhang, Hang Yu, Yue Xu, Shuai Lü

Int. J. Embed. Syst., 2020

Compiler-Assisted Operator Template Library for DNN Accelerators.

Jiansong Li, Wei Cao, Xiao Dong, Guangli Li, Xueying Wang, Lei Liu, Xiaobing Feng

Proceedings of the Network and Parallel Computing, 2020

Characterizing the I/O Pipeline in the Deployment of CNNs on Commercial Accelerators.

Jiansong Li, Zihan Jiang, Fangxin Liu, Xiao Dong, Guangli Li, Xueying Wang, Wei Cao, Lei Liu, Yanzhi Wang, Tao Li, Xiaobing Feng

Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2020

Lance: efficient low-precision quantized winograd convolution for neural networks based on graphics processing units.

Guangli Li, Lei Liu, Xueying Wang, Xiu Ma, Xiaobing Feng

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Accelerating Deep Learning Inference with Cross-Layer Data Reuse on GPUs.

Xueying Wang, Guangli Li, Xiao Dong, Jiansong Li, Lei Liu, Xiaobing Feng

Proceedings of the Euro-Par 2020: Parallel Processing, 2020

2019

Cacheap: Portable and Collaborative I/O Optimization for Graph Processing.

Peng Zhao, Chen Ding, Lei Liu, Jiping Yu, Wentao Han, Xiaobing Feng

J. Comput. Sci. Technol., 2019

ElasticActor: An Actor System with Automatic Granularity Adjustment.

Peng Zhao, Lei Liu, Wei Cao, Xiao Dong, Jiansong Li, Xiaobing Feng

Int. J. Parallel Program., 2019

Exploiting the input sparsity to accelerate deep neural networks: poster.

Xiao Dong, Lei Liu, Guangli Li, Jiansong Li, Peng Zhao, Xueying Wang, Xiaobing Feng

Proceedings of the 24th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2019

Accelerating GPU Computing at Runtime with Binary Optimization.

Guangli Li, Lei Liu, Xiaobing Feng

Proceedings of the IEEE/ACM International Symposium on Code Generation and Optimization, 2019

XDN: Towards Efficient Inference of Residual Neural Networks on Cambricon Chips.

Guangli Li, Xueying Wang, Xiu Ma, Lei Liu, Xiaobing Feng

Proceedings of the Benchmarking, Measuring, and Optimizing, 2019

Acorns: A Framework for Accelerating Deep Neural Networks with Input Sparsity.

Xiao Dong, Lei Liu, Peng Zhao, Guangli Li, Jiansong Li, Xueying Wang, Xiaobing Feng

Proceedings of the 28th International Conference on Parallel Architectures and Compilation Techniques, 2019

2018

Background Subtraction on Depth Videos with Convolutional Neural Networks.

Xueying Wang, Lei Liu, Guangli Li, Xiao Dong, Peng Zhao, Xiaobing Feng

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Auto-tuning Neural Network Quantization Framework for Collaborative Inference Between the Cloud and Edge.

Guangli Li, Lei Liu, Xueying Wang, Xiao Dong, Peng Zhao, Xiaobing Feng

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

Fast CNN Pruning via Redundancy-Aware Training.

Xiao Dong, Lei Liu, Guangli Li, Peng Zhao, Xiaobing Feng

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

2017

Redundancy checking algorithms based on parallel novel extension rule.

Lei Liu, Yang Yang, Guangli Li, Qi Wang, Shuai Lü

J. Exp. Theor. Artif. Intell., 2017

Two-Level Task Scheduling for Irregular Applications on GPU Platform.

Jing Li, Lei Liu, Yuan Wu, Xiaobing Feng, Chengyong Wu

Int. J. Parallel Program., 2017

SysMon: Monitoring Memory Behaviors via OS Approach.

Mengyao Xie, Lei Liu, Hao Yang, Chenggang Wu, Hongna Geng

Proceedings of the Advanced Parallel Processing Technologies, 2017

2016

Rethinking Memory Management in Modern Operating System: Horizontal, Vertical or Random?

Lei Liu, Yong Li, Chen Ding, Hao Yang, Chengyong Wu

IEEE Trans. Computers, 2016

Pragma Directed Shared Memory Centric Optimizations on GPUs.

Jing Li, Lei Liu, Yuan Wu, Xiang-Hua Liu, Yi Gao, Xiaobing Feng, Chengyong Wu

J. Comput. Sci. Technol., 2016

Memos: A full hierarchy hybrid memory management framework.

Lei Liu, Hao Yang, Yong Li, Mengyao Xie, Lian Li, Chenggang Wu

Proceedings of the 34th IEEE International Conference on Computer Design, 2016

2015

WiseThrottling: a new asynchronous task scheduler for mitigating I/O bottleneck in large-scale datacenter servers.

Fang Lv, Lei Liu, Huimin Cui, Lei Wang, Ying Liu, Xiaobing Feng, Pen-Chung Yew

J. Supercomput., 2015

2014

BPM/BPM+: Software-based dynamic memory partitioning mechanisms for mitigating DRAM bank-/channel-level interferences in multicore systems.

Lei Liu, Zehan Cui, Yong Li, Yungang Bao, Mingyu Chen, Chengyong Wu

ACM Trans. Archit. Code Optim., 2014

Dynamic I/O-Aware Scheduling for Batch-Mode Applications on Chip Multiprocessor Systems of Cluster Platforms.

Fang Lu, Huimin Cui, Lei Wang, Lei Liu, Chenggang Wu, Xiaobing Feng, Pen-Chung Yew

J. Comput. Sci. Technol., 2014

Going vertical in memory management: Handling multiplicity by multi-policy.

Lei Liu, Yong Li, Zehan Cui, Yungang Bao, Mingyu Chen, Chengyong Wu

Proceedings of the ACM/IEEE 41st International Symposium on Computer Architecture, 2014

2013

Access Annotation for Safe Program Parallelization.

Chen Ding, Lei Liu

Proceedings of the Network and Parallel Computing - 10th IFIP International Conference, 2013

2012

A software memory partition approach for eliminating bank-level interference in multicore systems.

Lei Liu, Zehan Cui, Mingjie Xing, Yungang Bao, Mingyu Chen, Chengyong Wu

Proceedings of the International Conference on Parallel Architectures and Compilation Techniques, 2012

2011

Safe parallel programming using dynamic dependence hints.

Chuanle Ke, Lei Liu, Chao Zhang, Tongxin Bai, Bryan Jacobs, Chen Ding

Proceedings of the 26th Annual ACM SIGPLAN Conference on Object-Oriented Programming, 2011

2010

Unified Parallel C for GPU Clusters: Language Extensions and Compiler Implementation.

Li Chen, Lei Liu, Shenglin Tang, Lei Huang, Zheng Jing, Shixiong Xu, Dingfei Zhang, Baojiang Shou

Proceedings of the Languages and Compilers for Parallel Computing, 2010

2008

Automatic Implementation of Multi-partitioning Using Global Tiling.

Lei Liu, Dingfei Zhang, Hengjie Li, Li Chen

Proceedings of the 14th International Conference on Parallel and Distributed Systems, 2008

Global Tiling for Communication Minimal Parallelization on Distributed Memory Systems.

Lei Liu, Li Chen, Chengyong Wu, Xiaobing Feng

Proceedings of the Euro-Par 2008, 2008