Longjun Liu

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 42

Top Topics

Matrix Decomposition

Accuracy And Computational Efficiency

Top Venues

Publications

Hongyi He, Longjun Liu, Haonan Zhang, Nanning Zheng
IS-DARTS: Stabilizing DARTS through Precise Measurement on Candidate Importance. AAAI (2024)
Xing Lei, Longjun Liu, Zhiheng Zhou, Hongbin Sun, Nanning Zheng
Exploring Hardware Friendly Bottleneck Architecture in CNN for Embedded Computing Systems. CoRR (2024)
Ruoting Qiao, Longjun Liu
Why and when does digital business strategy help manufacturers generate value co-creation with different stakeholders? Ind. Manag. Data Syst. 124 (5) (2024)
Xiaoqing Zhao, Longjun Liu, Yuyi Liu, Bin Gao, Hongbin Sun
Compensation Architecture to Alleviate Noise Effects in RRAM-based Computing-in-memory Chips with Residual Resource. ISCAS (2024)
Xiaoqing Zhao, Longjun Liu, Yuyi Liu, Bin Gao, Hongbin Sun
Compensation architecture design utilizing residual resource to mitigate impacts of nonidealities in RRAM-based computing-in-memory chips. Microelectron. J. 149 (2024)
Yi Zhang, Yingke Gao, Haonan Zhang, Xinyu Lei, Longjun Liu
Cross-Layer Patch Alignment and Intra-and-Inter Patch Relations for Knowledge Distillation. ICIP (2023)
Longjun Liu, Jing Long, Ruhong Liu, Qing Fan, Wenhai Wan
Examining how and when digital platform capabilities drive technological innovation: a strategic information perspective. J. Enterp. Inf. Manag. 36 (2) (2023)
Hongyi He, Longjun Liu, Haonan Zhang, Nanning Zheng
IS-DARTS: Stabilizing DARTS through Precise Measurement on Candidate Importance. CoRR (2023)
Xinyu Lei, Longjun Liu, Yi Zhang, Puhang Jia, Haonan Zhang, Nanning Zheng
RepCo: Replenish sample views with better consistency for contrastive learning. Neural Networks 168 (2023)
Haonan Zhang, Longjun Liu, Bingyao Kang, Nanning Zheng
Hierarchical Model Compression via Shape-Edge Representation of Feature Maps - an Enlightenment From the Primate Visual System. IEEE Trans. Multim. 25 (2023)
Xiao Wang, Xiaodong Deng, Yingxiang Li, Shitao Chen, Longjun Liu, Nanning Zheng
Design Hybrid Computing Architecture for Accelerating Point Cloud Registration. IV (2023)
Shaofei Yang, Longjun Liu, Jiantao Zhou, Yunfu Zhao, Gengxin Hua, Hongbin Sun, Nanning Zheng
Robust and Efficient Star Identification Algorithm based on 1-D Convolutional Neural Network. IEEE Trans. Aerosp. Electron. Syst. 58 (5) (2022)
Hengyi Zhou, Longjun Liu, Haonan Zhang, Hongyi He, Nanning Zheng
CMB: A Novel Structural Re-parameterization Block without Extra Training Parameters. IJCNN (2022)
Hengyi Zhou, Hongyi He, Wanchen Liu, Yuhai Li, Haonan Zhang, Longjun Liu
A Novel Differentiable Mixed-Precision Quantization Search Framework for Alleviating the Matthew Effect and Improving Robustness. ACML (2022)
Haonan Zhang, Longjun Liu, Hengyi Zhou, Hongbin Sun, Nanning Zheng
CMD: controllable matrix decomposition with global optimization for deep neural network compression. Mach. Learn. 111 (3) (2022)
Wenxuan Hou, Longjun Liu, Haonan Zhang, Hongbin Sun, Nanning Zheng
DFSNet: Dividing-fuse deep neural networks with searching strategy for distributed DNN architecture. Neurocomputing 483 (2022)
Hengyi Zhou, Longjun Liu, Haonan Zhang, Nanning Zheng
Rethinking the Mechanism of the Pattern Pruning and the Circle Importance Hypothesis. ACM Multimedia (2022)
Jinxia Gao, Longjun Liu, Zhiwen Su, Haitao Wang
Sandwich Integration Technique for the Pressure Sensor Detection of Occlusal Force In Vitro. Sensors 22 (1) (2022)
Haonan Zhang, Longjun Liu, Hengyi Zhou, Liang Si, Hongbin Sun, Nanning Zheng
FCHP: Exploring the Discriminative Feature and Feature Correlation of Feature Maps for Hierarchical DNN Pruning and Compression. IEEE Trans. Circuits Syst. Video Technol. 32 (10) (2022)
Shaofei Yang, Longjun Liu, Yingxiang Li, Xinxin Li, Hongbin Sun, Nanning Zheng
Lane Shared Bit-Pragmatic Deep Neural Network Computing Architecture and Circuit. IEEE Trans. Circuits Syst. II Express Briefs 68 (1) (2021)
Longjun Liu, Hongbin Sun, Chao Li, Tao Li, Jingmin Xin, Nanning Zheng
Exploring Highly Dependable and Efficient Datacenter Power System Using Hybrid and Hierarchical Energy Buffers. IEEE Trans. Sustain. Comput. 6 (3) (2021)
Xiaoqing Zhao, Longjun Liu, Liang Si, Keyang Pan, Hongbin Sun, Nanning Zheng
Adaptive Weight Mapping Strategy to Address the Parasitic Effects for ReRAM-based Neural Networks. ASICON (2021)
Wenxuan Hou, Longjun Liu, Jinxia Gao, Anguo Zhu, Keyang Pan, Hongbin Sun, Nanning Zheng
Exploring Effective DNN Models for Forensic Age Estimation based on Panoramic Radiograph Images. IJCNN (2021)
Baoting Li, Hang Wang, Xuchong Zhang, Jie Ren, Longjun Liu, Hongbin Sun, Nanning Zheng
Dynamic Dataflow Scheduling and Computation Mapping Techniques for Efficient Depthwise Separable Convolution Acceleration. IEEE Trans. Circuits Syst. I Regul. Pap. 68 (8) (2021)
Haonan Zhang, Longjun Liu, Hengyi Zhou, Wenxuan Hou, Hongbin Sun, Nanning Zheng
AKECP: Adaptive Knowledge Extraction from Feature Maps for Fast and Efficient Channel Pruning. ACM Multimedia (2021)
Anguo Zhu, Longjun Liu, Wenxuan Hou, Hongbin Sun, Nanning Zheng
HSC: Leveraging horizontal shortcut connections for improving accuracy and computational efficiency of lightweight CNN. Neurocomputing 457 (2021)
Shaofei Yang, Longjun Liu, Baoting Li, Hongbin Sun, Nanning Zheng
Exploiting Variable Precision Computation Array for Scalable Neural Network Accelerators. AICAS (2020)
Jinxia Gao, Longjun Liu, Peng Gao, Yihuan Zheng, Wenxuan Hou, Junhui Wang
Intelligent Occlusion Stabilization Splint with Stress-Sensor System for Bruxism Diagnosis and Treatment. Sensors 20 (1) (2020)
Baoting Li, Longjun Liu, Yanming Jin, Peng Gao, Hongbin Sun, Nanning Zheng
Designing Efficient Shortcut Architecture for Improving the Accuracy of Fully Quantized Neural Networks Accelerator. ASP-DAC (2020)
Kaige Yan, Jingweijia Tan, Longjun Liu, Xingyao Zhang, Stanko R. Brankovic, Jinghong Chen, Xin Fu
Toward Customized Hybrid Fuel-Cell and Battery-powered Mobile Device for Individual Users. ACM Trans. Embed. Comput. Syst. 18 (6) (2020)
Xiaoqing Zhao, Hongbin Sun, Longjun Liu, Yang Yang, Liangliang Dai, Xiulong Wu, Ruizhi Zhang, Jianxiao Wang, Nanning Zheng
Architectural Exploration to Address the Reliability Challenges for ReRAM-Based Buffer in SSD. IEEE Trans. Circuits Syst. I Regul. Pap. (1) (2019)
Hang Wang, Tiancheng Wang, Longjun Liu, Hongbin Sun, Nanning Zheng
Efficient Compression-Based Line Buffer Design for Image/Video Processing Circuits. IEEE Trans. Very Large Scale Integr. Syst. 27 (10) (2019)
Longjun Liu, Hongbin Sun, Peng Gao, Nanning Zheng, Tao Li
REcache: Efficient Sustainable Energy Management Circuits and Policies for Computing Systems. ISCAS (2019)
Hongwei Ding, Chao Li, Liyong Bao, Zhijun Yang, Longjun Liu, Qianlin Liu
Research on Multi-Level Priority Polling MAC Protocol in FPGA Tactical Data Chain. IEEE Access 7 (2019)
Xing Lei, Longjun Liu, Zhiheng Zhou, Hongbin Sun, Nanning Zheng
Exploring Hardware Friendly Bottleneck Architecture in CNN for Embedded Computing Systems. ICIP (2019)
Baoting Li, Longjun Liu, Jiahua Liang, Hongbin Sun, Li Geng, Nanning Zheng
Exploring Resource-Aware Deep Neural Network Accelerator and Architecture Design. DSL (2018)
Longjun Liu, Hongbin Sun, Chao Li, Yang Hu, Tao Li, Nanning Zheng
Exploring Customizable Heterogeneous Power Distribution and Management for Datacenter. IEEE Trans. Parallel Distributed Syst. 29 (12) (2018)
Longjun Liu, Hongbin Sun, Chao Li, Tao Li, Jingmin Xin, Nanning Zheng
Managing Battery Aging for High Energy Availability in Green Datacenters. IEEE Trans. Parallel Distributed Syst. 28 (12) (2017)
Longjun Liu, Hongwei Ding, Qianlin Liu, Weifeng Zhang, Zhenggang Liu
Design of DS/FH Hybrid Spread Spectrum System Based on FPGA. ICSI (2) (2016)
Longjun Liu, Hongbin Sun, Chao Li, Yang Hu, Jingmin Xin, Nanning Zheng, Tao Li
RE-UPS: an adaptive distributed energy storage system for dynamically managing solar energy in green datacenters. J. Supercomput. 72 (1) (2016)
Yang Hu, Chao Li, Longjun Liu, Tao Li
HOPE: Enabling Efficient Service Orchestration in Software-Defined Data Centers. ICS (2016)
Longjun Liu, Hongbin Sun, Chao Li, Yang Hu, Nanning Zheng, Tao Li
Towards an Adaptive Multi-Power-Source Datacenter. ICS (2016)
Longjun Liu, Chao Li, Hongbin Sun, Yang Hu, Juncheng Gu, Tao Li
BAAT: Towards Dynamically Managing Battery Aging in Green Datacenters. DSN (2015)
Longjun Liu, Chao Li, Hongbin Sun, Yang Hu, Juncheng Gu, Tao Li, Jingmin Xin, Nanning Zheng
HEB: deploying and managing hybrid energy buffers for improving datacenter efficiency and economy. ISCA (2015)
Chao Li, Yang Hu, Longjun Liu, Juncheng Gu, Mingcong Song, Xiaoyao Liang, Jingling Yuan, Tao Li
Towards sustainable in-situ server systems in the big data era. ISCA (2015)
Longjun Liu, Chao Li, Hongbin Sun, Yang Hu, Jingmin Xin, Nanning Zheng, Tao Li
Leveraging Heterogeneous Power for Improving Datacenter Efficiency and Resiliency. IEEE Comput. Archit. Lett. 14 (1) (2015)
Longjun Liu, Hongbin Sun, Yang Hu, Jingmin Xin, Nanning Zheng, Tao Li
Leveraging distributed UPS energy for managing solar energy powered data centers. IGCC (2014)
Chao Li, Rui Wang, Yang Hu, Ruijin Zhou, Ming Liu, Longjun Liu, Jingling Yuan, Tao Li, Depei Qian
Towards Automated Provisioning and Emergency Handling in Renewable Energy Powered Datacenters. J. Comput. Sci. Technol. 29 (4) (2014)
Chao Li, Yang Hu, Ruijin Zhou, Ming Liu, Longjun Liu, Jingling Yuan, Tao Li
Enabling datacenter servers to scale out economically and sustainably. MICRO (2013)
Longjun Liu, Chenyang Ge, Nanning Zheng, Qianmin Li, Huimin Yao
Spatio-temporal adaptive 2D to 3D video conversion for 3DTV. ICCE (2012)
Hongbin Sun, Longjun Liu, Qiubo Chen, Baolu Zhai, Nanning Zheng
Design and implementation of a video display processing SoC for full HD LCD TV. ISOCC (2012)
Longjun Liu, Hongbin Sun, Wenzhe Zhao, Zuoxun Hou, Jingmin Xin, Nanning Zheng
A high performance and low cost video processing SoC for digital HDTV systems. ASICON (2011)
Longjun Liu
Could Enough Samples be more Important than Better Designs for Computer Experiments? Annual Simulation Symposium (2005)
Longjun Liu, Wayne W. Wakeland
Does more uniformly distributed sampling generally lead to more accurate prediction in computer experiments? WSC (2005)