Shujun Liu

According to our database, Shujun Liu authored at least 69 papers between 2006 and 2025.

Collaborative distances:

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

2025

AFC-Unet: Attention-fused full-scale CNN-transformer unet for medical image segmentation.

Wenjie Meng, Shujun Liu, Huajun Wang

Biomed. Signal Process. Control., 2025

Dynamic MRI reconstruction via multi-directional low-rank tensor regularization.

Shujun Liu, Maolin Lei, Jianxin Cao, Ting Yang

Biomed. Signal Process. Control., 2025

2024

Dual Smooth Graph Convolutional Clustering for Large-Scale Hyperspectral Images.

Jiaxin Chen, Shujun Liu, Huajun Wang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

CLRNet: A Residual Network Based on ConvLSTM for Progressive Pansharpening.

Jie Li, Huajun Wang, Dujin Liu, Shujun Liu

IEEE Geosci. Remote. Sens. Lett., 2024

MATNet: Multilevel attention-based transformers for change detection in remote sensing images.

Zhongyu Zhang, Shujun Liu, Yingxiang Qin, Huajun Wang

Image Vis. Comput., 2024

Dual subspace clustering for spectral-spatial hyperspectral image clustering.

Shujun Liu

Image Vis. Comput., 2024

HAF-RM: A Hybrid Alignment Framework for Reward Model Training.

Shujun Liu, Xiaoyu Shen, Yuhang Lai, Siyuan Wang, Shengbin Yue, Zengfeng Huang, Xuanjing Huang, Zhongyu Wei

CoRR, 2024

ALaRM: Align Language Models via Hierarchical Rewards Modeling.

Yuhang Lai, Siyuan Wang, Shujun Liu, Xuanjing Huang, Zhongyu Wei

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Retrieving the grounding lines of the Riiser-Larsen Ice Shelf using Sentinel-1 SAR images.

Faming Gong, Kui Zhang, Shujun Liu

Int. J. Digit. Earth, December, 2023

MRI reconstruction via multi transforms learning and logarithm ratio for vectorized groups.

Jianxin Cao, Shujun Liu

Appl. Soft Comput., November, 2023

Correction to: Convolution-augmented transformer network for hyperspectral image subspace clustering.

Zhongbiao Zhang, Huajun Wang, Shujun Liu, Jiaxin Chen, Zhongyu Zhang, Sen Wang

Earth Sci. Informatics, September, 2023

Convolution-augmented transformer network for hyperspectral image subspace clustering.

Zhongbiao Zhang, Huajun Wang, Shujun Liu, Jiaxin Chen, Zhongyu Zhang, Sen Wang

Earth Sci. Informatics, September, 2023

Optimal Control of Unknown Discrete-Time Linear Systems with Additive Noise.

Xue Yang, Shujun Liu

J. Syst. Sci. Complex., April, 2023

Diffusion Subspace Clustering for Hyperspectral Images.

Jiaxin Chen, Shujun Liu, Zhongbiao Zhang, Huajun Wang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

DISC-LawLLM: Fine-tuning Large Language Models for Intelligent Legal Services.

Shengbin Yue, Wei Chen, Siyuan Wang, Bingxuan Li, Chenchen Shen, Shujun Liu, Yuxuan Zhou, Yao Xiao, Song Yun, Xuanjing Huang, Zhongyu Wei

CoRR, 2023

2022

Graph Convolutional Optimal Transport for Hyperspectral Image Spectral Clustering.

Shujun Liu, Huajun Wang

IEEE Trans. Geosci. Remote. Sens., 2022

Geometric weighting subspace clustering on nonlinear manifolds.

Shujun Liu, Huajun Wang

Multim. Tools Appl., 2022

Synthetic Aperture Radar Image Despeckling Based on Multi-Weighted Sparse Coding.

Shujun Liu, Ningjie Pu, Jianxin Cao, Kui Zhang

Entropy, 2022

Simultaneous non-convex low rank regularization for fast magnetic resonance spectroscopy reconstruction.

Jianxin Cao, Shujun Liu, Hongqing Liu, Kui Zhang, Shengdong Hu

Digit. Signal Process., 2022

Differences in User Information Behavior between Official Media and Private Media during the COVID -19 Pandemic.

Li Lei, Xueyan Wang, Shujun Liu, Huang Kun

Proceedings of the Crisis, Transition, Resilience: Re-imagining an information resilient society, 2022

2021

MRI reconstruction based on Bayesian group sparse representation.

Jianxin Cao, Shujun Liu, Hongqing Liu, Kui Zhang

Signal Process., 2021

Interferometric Phase Reconstruction Based on Probability Generative Model: Toward Efficient Analysis of High-Dimensional SAR Stacks.

Yunqi Wang, Kui Zhang, Faming Gong, Jinghan Mu, Shujun Liu

Remote. Sens., 2021

Retrieve Ice Velocities and Invert Spatial Rigidity of the Larsen C Ice Shelf Based on Sentinel-1 Interferometric Data.

Faming Gong, Kui Zhang, Shujun Liu

Remote. Sens., 2021

MRI reconstruction based on Bayesian piecewise sparsity constraint and adaptive 3D transform.

Shujun Liu, Jianxin Cao, Hongqing Liu, Kui Zhang

Knowl. Based Syst., 2021

Stochastic Resonance Effect in Optimal Decision Solution Under Neyman-Pearson Criterion.

Ting Yang, Yu Li, Shiju Yang, Shujun Liu

Circuits Syst. Signal Process., 2021

Pitch Preservation In Singing Voice Synthesis.

Shujun Liu, Hai Zhu, Kun Wang, Huajun Wang

CoRR, 2021

Stochastic resonance benefits in signal detection under MAP criterion.

Ting Yang, Shujun Liu, Hongqing Liu, Shiju Yang, Yu Li

Commun. Nonlinear Sci. Numer. Simul., 2021

Large BV solution for isentropic gas dynamics system with initial data far from vacuum.

Weiwei Yang, Shujun Liu

Appl. Math. Lett., 2021

An Evaluation of the Quality of Answers to Academic Questions Relating to COVID-19 on Academic Social Q&A Platforms.

Lei Li, Shujun Liu, Xinran Li

Proceedings of the 21st IEEE International Conference on Software Quality, 2021

2020

CS-MRI reconstruction based on analysis dictionary learning and manifold structure regularization.

Jianxin Cao, Shujun Liu, Hongqing Liu, Hongwei Lu

Neural Networks, 2020

Distributed Stochastic Source Seeking for Multiple Vehicles over Fixed Topology.

Linyu Yang, Shujun Liu

J. Syst. Sci. Complex., 2020

Direct 3D Organ Extraction Method in Virtual Human-Body Color Volume Image.

Bin Liu, Yanjie Chen, Shujun Liu, Qifeng Wang, Xiaolei Niu, Zongge Yue, Liang Yang

J. Medical Imaging Health Informatics, 2020

2019

Recover Glacier Velocity Fields Derived From the SAR Speckle Tracking Technique Using Artificial Neural Network.

Kui Zhang, Faming Gong, Zhiyong Li, Shujun Liu, Yuhan Shen

IEEE Geosci. Remote. Sens. Lett., 2019

Sparse representation of classified patches for CS-MRI reconstruction.

Jianxin Cao, Shujun Liu, Hongqing Liu, Xiao-heng Tan, Xichuan Zhou

Neurocomputing, 2019

Feature Extraction and Identification of Pipeline Intrusion Based on Phase-Sensitive Optical Time Domain Reflectometer.

Zhanfeng Zhao, Duo Liu, Longwei Wang, Shujun Liu

Proceedings of the Wireless and Satellite Systems, 2019

Aspect-Level Sentiment Analysis of Online Product Reviews Based on Multi-features.

Binhui Wang, Ruiqi Wang, Shujun Liu, Yanyu Chai, Shusong Xing

Proceedings of the Semantic Technology - 9th Joint International Conference, 2019

A Structured Method for Breast Ultrasound Report Based on Semantic Tree.

Dehua Chen, Shujun Liu, Weimin Li

Proceedings of the 2019 International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2019

An Efficient Compressive Convolutional Network for Unified Object Detection and Image Compression.

Xichuan Zhou, Lang Xu, Shujun Liu, Yingcheng Lin, Lei Zhang, Cheng Zhuo

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Adaptive Local Aspect Dictionary Pair Learning for Synthetic Aperture Radar Target Image Classification.

Xinzheng Zhang, Zhiying Tan, Guo Liu, Hongqing Liu, Yijian Wang, Shujun Liu, Yongming Li, Hao Xu, Jili Xia

Sensors, 2018

Fusion of Multifeature Low-Rank Representation for Synthetic Aperture Radar Target Configuration Recognition.

Xinzheng Zhang, Yijian Wang, Dong Li, Zhiying Tan, Shujun Liu

IEEE Geosci. Remote. Sens. Lett., 2018

Group sparsity with orthogonal dictionary and nonconvex regularization for exact MRI reconstruction.

Shujun Liu, Jianxin Cao, Hongqing Liu, Xiao-heng Tan, Xichuan Zhou

Inf. Sci., 2018

CS-MRI reconstruction via group-based eigenvalue decomposition and estimation.

Shujun Liu, Jianxin Cao, Guoqing Wu, Hongqing Liu, Xiao-heng Tan, Xichuan Zhou

Neurocomputing, 2018

MRI reconstruction via enhanced group sparsity and nonconvex regularization.

Shujun Liu, Jianxin Cao, Hongqing Liu, Xichuan Zhou, Kui Zhang, Zhengzhou Li

Neurocomputing, 2018

Noise Enhanced Signal Detection of Variable Detectors under Certain Constraints.

Ting Yang, Shujun Liu, Wenguo Liu, Jishun Guo, Pin Wang

Entropy, 2018

Noise benefits parameter estimation in LMMSE sense.

Ting Yang, Shujun Liu, Hongqing Liu, Ming-Chun Tang, Xiao-heng Tan, Xichuan Zhou

Digit. Signal Process., 2018

Joint spectral-spatial hyperspectral image classification based on hierarchical subspace switch ensemble learning algorithm.

Yongming Li, Tingjie Xie, Pin Wang, Jie Wang, Shujun Liu, Xichuan Zhou, Xinzheng Zhang

Appl. Intell., 2018

Fault characteristics analysis and protection design for MMC-UPFC with high reliability.

Zhixin Pu, Shensen Zha, Liu Zong, Ying Wang, Shujun Liu, Jiabin Su, Mengxuan Liu

Proceedings of the IEEE International Conference on Industrial Technology, 2018

Speech denoising based on Group Sparse Representation in the case of Gaussian Noise.

Hongqing Liu, Shujun Liu, Yong Li, Dong Li, Trieu-Kien Truong

Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018

2017

Two-Stage Multi-Task Representation Learning for Synthetic Aperture Radar (SAR) Target Images Classification.

Xinzheng Zhang, Yijian Wang, Zhiying Tan, Dong Li, Shujun Liu, Tao Wang, Yongming Li

Sensors, 2017

Deep Learning With Grouped Features for Spatial Spectral Classification of Hyperspectral Images.

Xichuan Zhou, Shengli Li, Fang Tang, Kai Qin, Shengdong Hu, Shujun Liu

IEEE Geosci. Remote. Sens. Lett., 2017

MRI reconstruction using a joint constraint in patch-based total variational framework.

Shujun Liu, Jianxin Cao, Hongqing Liu, Xiaodong Shen, Kui Zhang, Pin Wang

J. Vis. Commun. Image Represent., 2017

SAR despeckling via classification-based nonlocal and local sparse representation.

Shujun Liu, Guoqing Wu, Xinzheng Zhang, Kui Zhang, Pin Wang, Yongming Li

Neurocomputing, 2017

Noise Enhancement for Weighted Sum of Type I and II Error Probabilities with Constraints.

Shujun Liu, Ting Yang, Kui Zhang

Entropy, 2017

Optimal Detection under the Restricted Bayesian Criterion.

Shujun Liu, Ting Yang, Hongqing Liu

Entropy, 2017

Image restoration approach using a joint sparse representation in 3D-transform domain.

Shujun Liu, Guoqing Wu, Hongqing Liu, Xinzheng Zhang

Digit. Signal Process., 2017

Understanding the Consumer Satisfaction of the "Last-Mile" Delivery of E-Business Services.

Shujun Liu, Yan Li, Jingqi Huang, Xin Zhao

Proceedings of the Computer and Computing Technologies in Agriculture XI, 2017

2016

Aspect-Aided Dynamic Non-Negative Sparse Representation-Based Microwave Image Classification.

Xinzheng Zhang, Qiuyue Yang, Miaomiao Liu, Yunjian Jia, Shujun Liu, Guojun Li

Sensors, 2016

Optimal Noise Enhanced Signal Detection in a Unified Framework.

Ting Yang, Shujun Liu, Ming-Chun Tang, Kui Zhang, Xinzheng Zhang

Entropy, 2016

Optimal Noise Benefit in Composite Hypothesis Testing under Different Criteria.

Shujun Liu, Ting Yang, Ming-Chun Tang, Hongqing Liu, Kui Zhang, Xinzheng Zhang

Entropy, 2016

Deep Adaptive Network: An Efficient Deep Neural Network with Sparse Binary Connections.

Xichuan Zhou, Shengli Li, Kai Qin, Kunping Li, Fang Tang, Shengdong Hu, Shujun Liu, Zhi Lin

CoRR, 2016

Existence of global L^∞ solutions to a generalized n×n hyperbolic system of quadratic type.

Shujun Liu, Fangqi Chen, Zejun Wang

Appl. Math. Lett., 2016

Existence of global L^p solutions to a symmetric system of Keyfitz-Kranzer type.

Shujun Liu, Fangqi Chen, Zejun Wang

Appl. Math. Lett., 2016

2015

Time-Frequency Feature Extraction of HRRP Using AGR and NMF for SAR ATR.

Xinzheng Zhang, Zhouyong Liu, Shujun Liu, Guojun Li

J. Electr. Comput. Eng., 2015

Noise enhanced binary hypothesis-testing in a new framework.

Shujun Liu, Ting Yang, Xinzheng Zhang, Xiaoping Hu, Lipei Xu

Digit. Signal Process., 2015

2013

Optimal configuration of hybrid solar-wind distributed generation capacity in a grid-connected microgrid.

Shujun Liu, Zaijun Wu, Xiaobo Dou, Bo Zhao, Shanglin Zhao, Chunjun Sun

Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2013

2008

C4.5-Based Classification Rules Mining of High-Rise Building SFIO.

Shihai Zhang, Shujun Liu, Shizhong Zhang, Jinping Ou, Guangyuan Wang

Proceedings of the Fifth International Conference on Fuzzy Systems and Knowledge Discovery, 2008

2007

Data Mining for Intelligent Structure Form Selection Based on Association Rules from a High Rise Case Base.

Shihai Zhang, Shujun Liu, Jinping Ou

Proceedings of the Emerging Technologies in Knowledge Discovery and Data Mining, 2007

Improved Fuzzy Inference Network and Its Applications in Multi-targets Optimization of the High-Rise Structure Form Selection.

Shihai Zhang, Shujun Liu, Jinping Ou, Guangyuan Wang

Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007

2006

Knowledge Discovery of Improved Apriori-Based High-Rise Structure Intelligent Form Selection.

Shihai Zhang, Shujun Liu, Dong Wang, Jinping Ou, Guangyuan Wang

Proceedings of the Sixth International Conference on Intelligent Systems Design and Applications (ISDA 2006), 2006