Could Enough Samples be more Important than Better Designs for Computer Experiments? - Longjun Liu (Annual Simulation Symposium, 2005)

Does more uniformly distributed sampling generally lead to more accurate prediction in computer experiments? - Longjun Liu; Wayne W. Wakeland (WSC, 2005)

A high performance and low cost video processing SoC for digital HDTV systems. - Longjun Liu; Hongbin Sun 001; Wenzhe Zhao; Zuoxun Hou; Jingmin Xin; Nanning Zheng 001 (ASICON, 2011)

Spatio-temporal adaptive 2D to 3D video conversion for 3DTV. - Longjun Liu; Chenyang Ge; Nanning Zheng 001; Qianmin Li; Huimin Yao (ICCE, 2012)

Design and implementation of a video display processing SoC for full HD LCD TV. - Hongbin Sun 001; Longjun Liu; Qiubo Chen; Baolu Zhai; Nanning Zheng 001 (ISOCC, 2012)

Enabling datacenter servers to scale out economically and sustainably. - Chao Li 009; Yang Hu 001; Ruijin Zhou; Ming Liu 006; Longjun Liu; Jingling Yuan; Tao Li 006 (MICRO, 2013)

Leveraging distributed UPS energy for managing solar energy powered data centers. - Longjun Liu; Hongbin Sun 001; Yang Hu 001; Jingmin Xin; Nanning Zheng 001; Tao Li 006 (IGCC, 2014)

Towards Automated Provisioning and Emergency Handling in Renewable Energy Powered Datacenters. - Chao Li 009; Rui Wang 014; Yang Hu 001; Ruijin Zhou; Ming Liu 006; Longjun Liu; Jingling Yuan; Tao Li 006; Depei Qian (J. Comput. Sci. Technol., 2014)

BAAT: Towards Dynamically Managing Battery Aging in Green Datacenters. - Longjun Liu; Chao Li 009; Hongbin Sun 001; Yang Hu 001; Juncheng Gu; Tao Li 006 (DSN, 2015)

Towards sustainable in-situ server systems in the big data era. - Chao Li 009; Yang Hu 001; Longjun Liu; Juncheng Gu; Mingcong Song; Xiaoyao Liang; Jingling Yuan; Tao Li 006 (ISCA, 2015)

HEB: deploying and managing hybrid energy buffers for improving datacenter efficiency and economy. - Longjun Liu; Chao Li 009; Hongbin Sun 001; Yang Hu 001; Juncheng Gu; Tao Li 006; Jingmin Xin; Nanning Zheng 001 (ISCA, 2015)

Leveraging Heterogeneous Power for Improving Datacenter Efficiency and Resiliency. - Longjun Liu; Chao Li 009; Hongbin Sun 001; Yang Hu 001; Jingmin Xin; Nanning Zheng 001; Tao Li 006 (IEEE Comput. Archit. Lett., 2015)

HOPE: Enabling Efficient Service Orchestration in Software-Defined Data Centers. - Yang Hu 001; Chao Li 009; Longjun Liu; Tao Li 006 (ICS, 2016)

Towards an Adaptive Multi-Power-Source Datacenter. - Longjun Liu; Hongbin Sun 001; Chao Li 009; Yang Hu 001; Nanning Zheng 001; Tao Li 006 (ICS, 2016)

Design of DS/FH Hybrid Spread Spectrum System Based on FPGA. - Longjun Liu; Hongwei Ding; Qianlin Liu; Weifeng Zhang; Zhenggang Liu (ICSI (2), 2016)

RE-UPS: an adaptive distributed energy storage system for dynamically managing solar energy in green datacenters. - Longjun Liu; Hongbin Sun 001; Chao Li 009; Yang Hu 001; Jingmin Xin; Nanning Zheng 001; Tao Li 006 (J. Supercomput., 2016)

Managing Battery Aging for High Energy Availability in Green Datacenters. - Longjun Liu; Hongbin Sun 001; Chao Li 009; Tao Li 006; Jingmin Xin; Nanning Zheng 001 (IEEE Trans. Parallel Distributed Syst., 2017)

Exploring Resource-Aware Deep Neural Network Accelerator and Architecture Design. - Baoting Li; Longjun Liu; Jiahua Liang; Hongbin Sun 001; Li Geng; Nanning Zheng 001 (DSP, 2018)

Exploring Customizable Heterogeneous Power Distribution and Management for Datacenter. - Longjun Liu; Hongbin Sun 001; Chao Li 009; Yang Hu 001; Tao Li 006; Nanning Zheng 001 (IEEE Trans. Parallel Distributed Syst., 2018)

Exploring Hardware Friendly Bottleneck Architecture in CNN for Embedded Computing Systems. - Xing Lei; Longjun Liu; Zhiheng Zhou; Hongbin Sun 001; Nanning Zheng 001 (ICIP, 2019)

REcache: Efficient Sustainable Energy Management Circuits and Policies for Computing Systems. - Longjun Liu; Hongbin Sun 001; Peng Gao; Nanning Zheng 001; Tao Li 006 (ISCAS, 2019)

Research on Multi-Level Priority Polling MAC Protocol in FPGA Tactical Data Chain. - Hongwei Ding; Chao Li 030; Liyong Bao; Zhijun Yang; Longjun Liu; Qianlin Liu (IEEE Access, 2019)

Architectural Exploration to Address the Reliability Challenges for ReRAM-Based Buffer in SSD. - Xiaoqing Zhao; Hongbin Sun 001; Longjun Liu; Yang Yang 025; Liangliang Dai; Xiulong Wu; Ruizhi Zhang; Jianxiao Wang; Nanning Zheng 001 (IEEE Trans. Circuits Syst. I Regul. Pap., 2019)

Efficient Compression-Based Line Buffer Design for Image/Video Processing Circuits. - Hang Wang; Tiancheng Wang; Longjun Liu; Hongbin Sun 001; Nanning Zheng 001 (IEEE Trans. Very Large Scale Integr. Syst., 2019)

Exploiting Variable Precision Computation Array for Scalable Neural Network Accelerators. - Shaofei Yang; Longjun Liu; Baoting Li; Hongbin Sun 001; Nanning Zheng 001 (AICAS, 2020)

Designing Efficient Shortcut Architecture for Improving the Accuracy of Fully Quantized Neural Networks Accelerator. - Baoting Li; Longjun Liu; Yanming Jin; Peng Gao; Hongbin Sun 001; Nanning Zheng 001 (ASP-DAC, 2020)

Intelligent Occlusion Stabilization Splint with Stress-Sensor System for Bruxism Diagnosis and Treatment. - Jinxia Gao; Longjun Liu; Peng Gao; Yihuan Zheng; Wenxuan Hou 001; Junhui Wang (Sensors, 2020)

Toward Customized Hybrid Fuel-Cell and Battery-powered Mobile Device for Individual Users. - Kaige Yan; Jingweijia Tan; Longjun Liu; Xingyao Zhang; Stanko R. Brankovic; Jinghong Chen; Xin Fu (ACM Trans. Embed. Comput. Syst., 2020)

Adaptive Weight Mapping Strategy to Address the Parasitic Effects for ReRAM-based Neural Networks. - Xiaoqing Zhao; Longjun Liu; Liang Si; Keyang Pan; Hongbin Sun 001; Nanning Zheng 001 (ASICON, 2021)

Exploring Effective DNN Models for Forensic Age Estimation based on Panoramic Radiograph Images. - Wenxuan Hou 001; Longjun Liu; Jinxia Gao; Anguo Zhu; Keyang Pan; Hongbin Sun 001; Nanning Zheng 001 (IJCNN, 2021)

AKECP: Adaptive Knowledge Extraction from Feature Maps for Fast and Efficient Channel Pruning. - Haonan Zhang; Longjun Liu; Hengyi Zhou; Wenxuan Hou 001; Hongbin Sun 001; Nanning Zheng 001 (ACM Multimedia, 2021)

HSC: Leveraging horizontal shortcut connections for improving accuracy and computational efficiency of lightweight CNN. - Anguo Zhu; Longjun Liu; Wenxuan Hou 001; Hongbin Sun 001; Nanning Zheng 001 (Neurocomputing, 2021)

Dynamic Dataflow Scheduling and Computation Mapping Techniques for Efficient Depthwise Separable Convolution Acceleration. - Baoting Li; Hang Wang; Xuchong Zhang; Jie Ren; Longjun Liu; Hongbin Sun 001; Nanning Zheng 001 (IEEE Trans. Circuits Syst. I Regul. Pap., 2021)

Lane Shared Bit-Pragmatic Deep Neural Network Computing Architecture and Circuit. - Shaofei Yang; Longjun Liu; Yingxiang Li; Xinxin Li; Hongbin Sun 001; Nanning Zheng 001 (IEEE Trans. Circuits Syst. II Express Briefs, 2021)

Exploring Highly Dependable and Efficient Datacenter Power System Using Hybrid and Hierarchical Energy Buffers. - Longjun Liu; Hongbin Sun 001; Chao Li 009; Tao Li 006; Jingmin Xin; Nanning Zheng 001 (IEEE Trans. Sustain. Comput., 2021)

A Novel Differentiable Mixed-Precision Quantization Search Framework for Alleviating the Matthew Effect and Improving Robustness. - Hengyi Zhou; Hongyi He; Wanchen Liu; Yuhai Li; Haonan Zhang; Longjun Liu (ACML, 2022)

CMB: A Novel Structural Re-parameterization Block without Extra Training Parameters. - Hengyi Zhou; Longjun Liu; Haonan Zhang; Hongyi He; Nanning Zheng 001 (IJCNN, 2022)

Rethinking the Mechanism of the Pattern Pruning and the Circle Importance Hypothesis. - Hengyi Zhou; Longjun Liu; Haonan Zhang; Nanning Zheng 001 (ACM Multimedia, 2022)

DFSNet: Dividing-fuse deep neural networks with searching strategy for distributed DNN architecture. - Wenxuan Hou 001; Longjun Liu; Haonan Zhang; Hongbin Sun 001; Nanning Zheng 001 (Neurocomputing, 2022)

CMD: controllable matrix decomposition with global optimization for deep neural network compression. - Haonan Zhang; Longjun Liu; Hengyi Zhou; Hongbin Sun 001; Nanning Zheng 001 (Mach. Learn., 2022)

Sandwich Integration Technique for the Pressure Sensor Detection of Occlusal Force In Vitro. - Jinxia Gao; Longjun Liu; Zhiwen Su; Haitao Wang (Sensors, 2022)

Robust and Efficient Star Identification Algorithm based on 1-D Convolutional Neural Network. - Shaofei Yang; Longjun Liu; Jiantao Zhou; Yunfu Zhao; Gengxin Hua; Hongbin Sun 001; Nanning Zheng 001 (IEEE Trans. Aerosp. Electron. Syst., 2022)

FCHP: Exploring the Discriminative Feature and Feature Correlation of Feature Maps for Hierarchical DNN Pruning and Compression. - Haonan Zhang; Longjun Liu; Hengyi Zhou; Liang Si; Hongbin Sun 001; Nanning Zheng 001 (IEEE Trans. Circuits Syst. Video Technol., 2022)

Cross-Layer Patch Alignment and Intra-and-Inter Patch Relations for Knowledge Distillation. - Yi Zhang 140; Yingke Gao; Haonan Zhang; Xinyu Lei; Longjun Liu (ICIP, 2023)

Design Hybrid Computing Architecture for Accelerating Point Cloud Registration. - Xiao Wang 002; Xiaodong Deng; Yingxiang Li; Shitao Chen; Longjun Liu; Nanning Zheng 001 (IV, 2023)

Examining how and when digital platform capabilities drive technological innovation: a strategic information perspective. - Longjun Liu; Jing Long; Ruhong Liu; Qing Fan; Wenhai Wan (J. Enterp. Inf. Manag., 2023)

Hierarchical Model Compression via Shape-Edge Representation of Feature Maps - an Enlightenment From the Primate Visual System. - Haonan Zhang; Longjun Liu; Bingyao Kang; Nanning Zheng 001 (IEEE Trans. Multim., 2023)

RepCo: Replenish sample views with better consistency for contrastive learning. - Xinyu Lei; Longjun Liu; Yi Zhang 140; Puhang Jia; Haonan Zhang; Nanning Zheng 001 (Neural Networks, 2023)

IS-DARTS: Stabilizing DARTS through Precise Measurement on Candidate Importance. - Hongyi He; Longjun Liu; Haonan Zhang; Nanning Zheng 001 (AAAI, 2024)

CaKDP: Category-Aware Knowledge Distillation and Pruning Framework for Lightweight 3D Object Detection. - Haonan Zhang; Longjun Liu; Yuqi Huang; Zhao Yang; Xinyu Lei; Bihan Wen (CVPR, 2024)

AMA: An Analytical Approach to Maximizing the Efficiency of Deep Learning on Versal AI Engine. - Xiaodong Deng; Shijie Wang; Tianyi Gao; Jing Liu; Longjun Liu; Nanning Zheng 001 (FPL, 2024)

Compensation Architecture to Alleviate Noise Effects in RRAM-based Computing-in-memory Chips with Residual Resource. - Xiaoqing Zhao; Longjun Liu; Yuyi Liu; Bin Gao 006; Hongbin Sun 001 (ISCAS, 2024)

Why and when does digital business strategy help manufacturers generate value co-creation with different stakeholders? - Ruoting Qiao; Longjun Liu (Ind. Manag. Data Syst., 2024)

Compensation architecture design utilizing residual resource to mitigate impacts of nonidealities in RRAM-based computing-in-memory chips. - Xiaoqing Zhao; Longjun Liu; Yuyi Liu; Bin Gao 006; Hongbin Sun 001 (Microelectron. J., 2024)

Low-Light Infrared and Visible Image Fusion With Imbalanced Thermal Radiation Distribution. - Xinyu Lei; Longjun Liu; Puhang Jia; Haoteng Li; Haonan Zhang (IEEE Trans. Instrum. Meas., 2024)

D2S: Towards Efficient Sparse 3D Object Detection via Dense to Sparse Knowledge Distillation. - Yuqi Huang; Longjun Liu; Yingke Gao; Haonan Zhang; Haoteng Li (ICASSP, 2025)

An FPGA-based Real-Time Optical Flow Accelerator for Recurrent All-Pairs Field Transforms. - Xiaoliang Jia; Hong Tang; Xiqin Zheng; Yingke Gao; Longjun Liu (ISCAS, 2025)

Self-supervised motion forecasting with local information interaction in autonomous driving. - Xinyu Lei; Longjun Liu; Haoteng Li; Haonan Zhang (Appl. Intell., 2025)

DualDiff+: Dual-Branch Diffusion for High-Fidelity Video Generation with Reward Guidance. - Zhao Yang; Zezhong Qian; Xiaofan Li; Weixiang Xu; Gongpeng Zhao; Ruohong Yu; Lingsi Zhu; Longjun Liu (CoRR, 2025)

DualDiff: Dual-branch Diffusion Model for Autonomous Driving with Semantic Fusion. - Haoteng Li; Zhao Yang; Zezhong Qian; Gongpeng Zhao; Yuqi Huang; Jun Yu; Huazheng Zhou; Longjun Liu (CoRR, 2025)

DenseKD: Dense Knowledge Distillation by Exploiting Region and Sample Importance. - Haonan Zhang; Longjun Liu; Yi Zhang 140; Xinyu Lei; Fei Hui; Bihan Wen (IEEE Trans. Neural Networks Learn. Syst., 2025)