Shujun Liu

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 59

Top Topics

Image Classification

Subspace Clustering

Synthetic Aperture Radar

Top Venues

IEEE Geosci. Remote. Sens. Lett.

Publications

Yuhang Lai, Siyuan Wang, Shujun Liu, Xuanjing Huang, Zhongyu Wei
ALaRM: Align Language Models via Hierarchical Rewards Modeling. CoRR (2024)
Jie Li, Huajun Wang, Dujin Liu, Shujun Liu
CLRNet: A Residual Network Based on ConvLSTM for Progressive Pansharpening. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Shujun Liu, Xiaoyu Shen, Yuhang Lai, Siyuan Wang, Shengbin Yue, Zengfeng Huang, Xuanjing Huang, Zhongyu Wei
HAF-RM: A Hybrid Alignment Framework for Reward Model Training. CoRR (2024)
Yuhang Lai, Siyuan Wang, Shujun Liu, Xuanjing Huang, Zhongyu Wei
ALaRM: Align Language Models via Hierarchical Rewards Modeling. ACL (Findings) (2024)
Jiaxin Chen, Shujun Liu, Huajun Wang
Dual Smooth Graph Convolutional Clustering for Large-Scale Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Jiaxin Chen, Shujun Liu, Zhongbiao Zhang, Huajun Wang
Diffusion Subspace Clustering for Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Zhongbiao Zhang, Huajun Wang, Shujun Liu, Jiaxin Chen, Zhongyu Zhang, Sen Wang
Correction to: Convolution-augmented transformer network for hyperspectral image subspace clustering. Earth Sci. Informatics 16 (3) (2023)
Shengbin Yue, Wei Chen, Siyuan Wang, Bingxuan Li, Chenchen Shen, Shujun Liu, Yuxuan Zhou, Yao Xiao, Song Yun, Xuanjing Huang, Zhongyu Wei
DISC-LawLLM: Fine-tuning Large Language Models for Intelligent Legal Services. CoRR (2023)
Faming Gong, Kui Zhang, Shujun Liu
Retrieving the grounding lines of the Riiser-Larsen Ice Shelf using Sentinel-1 SAR images. Int. J. Digit. Earth 16 (1) (2023)
Jianxin Cao, Shujun Liu
MRI reconstruction via multi transforms learning and logarithm ratio for vectorized groups. Appl. Soft Comput. 148 (2023)
Xue Yang, Shujun Liu
Optimal Control of Unknown Discrete-Time Linear Systems with Additive Noise. J. Syst. Sci. Complex. 36 (2) (2023)
Zhongbiao Zhang, Huajun Wang, Shujun Liu, Jiaxin Chen, Zhongyu Zhang, Sen Wang
Convolution-augmented transformer network for hyperspectral image subspace clustering. Earth Sci. Informatics 16 (3) (2023)
Shujun Liu, Huajun Wang
Graph Convolutional Optimal Transport for Hyperspectral Image Spectral Clustering. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Shujun Liu, Huajun Wang
Geometric weighting subspace clustering on nonlinear manifolds. Multim. Tools Appl. 81 (30) (2022)
Li Lei, Xueyan Wang, Shujun Liu, Huang Kun
Differences in User Information Behavior between Official Media and Private Media during the COVID -19 Pandemic. ASIST (2022)
Jianxin Cao, Shujun Liu, Hongqing Liu, Kui Zhang, Shengdong Hu
Simultaneous non-convex low rank regularization for fast magnetic resonance spectroscopy reconstruction. Digit. Signal Process. 132 (2022)
Shujun Liu, Ningjie Pu, Jianxin Cao, Kui Zhang
Synthetic Aperture Radar Image Despeckling Based on Multi-Weighted Sparse Coding. Entropy 24 (1) (2022)
Shujun Liu, Hai Zhu, Kun Wang, Huajun Wang
Pitch Preservation In Singing Voice Synthesis. CoRR (2021)
Jianxin Cao, Shujun Liu, Hongqing Liu, Kui Zhang
MRI reconstruction based on Bayesian group sparse representation. Signal Process. 187 (2021)
Lei Li, Shujun Liu, Xinran Li
An Evaluation of the Quality of Answers to Academic Questions Relating to COVID-19 on Academic Social Q&A Platforms. QRS Companion (2021)
Shujun Liu, Jianxin Cao, Hongqing Liu, Kui Zhang
MRI reconstruction based on Bayesian piecewise sparsity constraint and adaptive 3D transform. Knowl. Based Syst. 232 (2021)
Faming Gong, Kui Zhang, Shujun Liu
Retrieve Ice Velocities and Invert Spatial Rigidity of the Larsen C Ice Shelf Based on Sentinel-1 Interferometric Data. Remote. Sens. 13 (12) (2021)
Weiwei Yang, Shujun Liu
Large BV solution for isentropic gas dynamics system with initial data far from vacuum. Appl. Math. Lett. 114 (2021)
Ting Yang, Yu Li, Shiju Yang, Shujun Liu
Stochastic Resonance Effect in Optimal Decision Solution Under Neyman-Pearson Criterion. Circuits Syst. Signal Process. 40 (7) (2021)
Yunqi Wang, Kui Zhang, Faming Gong, Jinghan Mu, Shujun Liu
Interferometric Phase Reconstruction Based on Probability Generative Model: Toward Efficient Analysis of High-Dimensional SAR Stacks. Remote. Sens. 13 (12) (2021)
Ting Yang, Shujun Liu, Hongqing Liu, Shiju Yang, Yu Li
Stochastic resonance benefits in signal detection under MAP criterion. Commun. Nonlinear Sci. Numer. Simul. 102 (2021)
Jianxin Cao, Shujun Liu, Hongqing Liu, Hongwei Lu
CS-MRI reconstruction based on analysis dictionary learning and manifold structure regularization. Neural Networks 123 (2020)
Linyu Yang, Shujun Liu
Distributed Stochastic Source Seeking for Multiple Vehicles over Fixed Topology. J. Syst. Sci. Complex. 33 (3) (2020)
Bin Liu, Yanjie Chen, Shujun Liu, Qifeng Wang, Xiaolei Niu, Zongge Yue, Liang Yang
Direct 3D Organ Extraction Method in Virtual Human-Body Color Volume Image. J. Medical Imaging Health Informatics 10 (11) (2020)
Binhui Wang, Ruiqi Wang, Shujun Liu, Yanyu Chai, Shusong Xing
Aspect-Level Sentiment Analysis of Online Product Reviews Based on Multi-features. JIST (2) (2019)
Jianxin Cao, Shujun Liu, Hongqing Liu, Xiao-heng Tan, Xichuan Zhou
Sparse representation of classified patches for CS-MRI reconstruction. Neurocomputing 339 (2019)
Kui Zhang, Faming Gong, Zhiyong Li, Shujun Liu, Yuhan Shen
Recover Glacier Velocity Fields Derived From the SAR Speckle Tracking Technique Using Artificial Neural Network. IEEE Geosci. Remote. Sens. Lett. 16 (8) (2019)
Xichuan Zhou, Lang Xu, Shujun Liu, Yingcheng Lin, Lei Zhang, Cheng Zhuo
An Efficient Compressive Convolutional Network for Unified Object Detection and Image Compression. AAAI (2019)
Dehua Chen, Shujun Liu, Weimin Li
A Structured Method for Breast Ultrasound Report Based on Semantic Tree. iThings/GreenCom/CPSCom/SmartData (2019)
Zhanfeng Zhao, Duo Liu, Longwei Wang, Shujun Liu
Feature Extraction and Identification of Pipeline Intrusion Based on Phase-Sensitive Optical Time Domain Reflectometer. WISATS (1) (2019)
Shujun Liu, Jianxin Cao, Guoqing Wu, Hongqing Liu, Xiao-heng Tan, Xichuan Zhou
CS-MRI reconstruction via group-based eigenvalue decomposition and estimation. Neurocomputing 283 (2018)
Shujun Liu, Jianxin Cao, Hongqing Liu, Xiao-heng Tan, Xichuan Zhou
Group sparsity with orthogonal dictionary and nonconvex regularization for exact MRI reconstruction. Inf. Sci. (2018)
Xinzheng Zhang, Zhiying Tan, Guo Liu, Hongqing Liu, Yijian Wang, Shujun Liu, Yongming Li, Hao Xu, Jili Xia
Adaptive Local Aspect Dictionary Pair Learning for Synthetic Aperture Radar Target Image Classification. Sensors 18 (9) (2018)
Ting Yang, Shujun Liu, Wenguo Liu, Jishun Guo, Pin Wang
Noise Enhanced Signal Detection of Variable Detectors under Certain Constraints. Entropy 20 (6) (2018)
Hongqing Liu, Shujun Liu, Yong Li, Dong Li, Trieu-Kien Truong
Speech denoising based on Group Sparse Representation in the case of Gaussian Noise. DSL (2018)
Yongming Li, Tingjie Xie, Pin Wang, Jie Wang, Shujun Liu, Xichuan Zhou, Xinzheng Zhang
Joint spectral-spatial hyperspectral image classification based on hierarchical subspace switch ensemble learning algorithm. Appl. Intell. 48 (11) (2018)
Zhixin Pu, Shensen Zha, Liu Zong, Ying Wang, Shujun Liu, Jiabin Su, Mengxuan Liu
Fault characteristics analysis and protection design for MMC-UPFC with high reliability. ICIT (2018)
Xinzheng Zhang, Yijian Wang, Dong Li, Zhiying Tan, Shujun Liu
Fusion of Multifeature Low-Rank Representation for Synthetic Aperture Radar Target Configuration Recognition. IEEE Geosci. Remote. Sens. Lett. 15 (9) (2018)
Shujun Liu, Jianxin Cao, Hongqing Liu, Xichuan Zhou, Kui Zhang, Zhengzhou Li
MRI reconstruction via enhanced group sparsity and nonconvex regularization. Neurocomputing 272 (2018)
Ting Yang, Shujun Liu, Hongqing Liu, Ming-Chun Tang, Xiao-heng Tan, Xichuan Zhou
Noise benefits parameter estimation in LMMSE sense. Digit. Signal Process. 73 (2018)
Shujun Liu, Jianxin Cao, Hongqing Liu, Xiaodong Shen, Kui Zhang, Pin Wang
MRI reconstruction using a joint constraint in patch-based total variational framework. J. Vis. Commun. Image Represent. 46 (2017)
Shujun Liu, Guoqing Wu, Xinzheng Zhang, Kui Zhang, Pin Wang, Yongming Li
SAR despeckling via classification-based nonlocal and local sparse representation. Neurocomputing 219 (2017)
Shujun Liu, Ting Yang, Kui Zhang
Noise Enhancement for Weighted Sum of Type I and II Error Probabilities with Constraints. Entropy 19 (6) (2017)
Xichuan Zhou, Shengli Li, Fang Tang, Kai Qin, Shengdong Hu, Shujun Liu
Deep Learning With Grouped Features for Spatial Spectral Classification of Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. 14 (1) (2017)
Xinzheng Zhang, Yijian Wang, Zhiying Tan, Dong Li, Shujun Liu, Tao Wang, Yongming Li
Two-Stage Multi-Task Representation Learning for Synthetic Aperture Radar (SAR) Target Images Classification. Sensors 17 (11) (2017)
Shujun Liu, Guoqing Wu, Hongqing Liu, Xinzheng Zhang
Image restoration approach using a joint sparse representation in 3D-transform domain. Digit. Signal Process. 60 (2017)
Shujun Liu, Yan Li, Jingqi Huang, Xin Zhao
Understanding the Consumer Satisfaction of the "Last-Mile" Delivery of E-Business Services. CCTA (2) (2017)
Shujun Liu, Ting Yang, Hongqing Liu
Optimal Detection under the Restricted Bayesian Criterion. Entropy 19 (7) (2017)
Xichuan Zhou, Shengli Li, Kai Qin, Kunping Li, Fang Tang, Shengdong Hu, Shujun Liu, Zhi Lin
Deep Adaptive Network: An Efficient Deep Neural Network with Sparse Binary Connections. CoRR (2016)
Shujun Liu, Fangqi Chen, Zejun Wang
solutions to a symmetric system of Keyfitz-Kranzer type. Appl. Math. Lett. 52 (2016)
Shujun Liu, Fangqi Chen, Zejun Wang
solutions to a generalized n×n hyperbolic system of quadratic type. Appl. Math. Lett. 61 (2016)
Ting Yang, Shujun Liu, Ming-Chun Tang, Kui Zhang, Xinzheng Zhang
Optimal Noise Enhanced Signal Detection in a Unified Framework. Entropy 18 (6) (2016)
Shujun Liu, Ting Yang, Ming-Chun Tang, Hongqing Liu, Kui Zhang, Xinzheng Zhang
Optimal Noise Benefit in Composite Hypothesis Testing under Different Criteria. Entropy 18 (8) (2016)
Xinzheng Zhang, Qiuyue Yang, Miaomiao Liu, Yunjian Jia, Shujun Liu, Guojun Li
Aspect-Aided Dynamic Non-Negative Sparse Representation-Based Microwave Image Classification. Sensors 16 (9) (2016)
Xinzheng Zhang, Zhouyong Liu, Shujun Liu, Guojun Li
Time-Frequency Feature Extraction of HRRP Using AGR and NMF for SAR ATR. J. Electr. Comput. Eng. 2015 (2015)
Shujun Liu, Ting Yang, Xinzheng Zhang, Xiaoping Hu, Lipei Xu
Noise enhanced binary hypothesis-testing in a new framework. Digit. Signal Process. 41 (2015)
Shujun Liu, Zaijun Wu, Xiaobo Dou, Bo Zhao, Shanglin Zhao, Chunjun Sun
Optimal configuration of hybrid solar-wind distributed generation capacity in a grid-connected microgrid. ISGT (2013)
Shihai Zhang, Shujun Liu, Shizhong Zhang, Jinping Ou, Guangyuan Wang
C4.5-Based Classification Rules Mining of High-Rise Building SFIO. FSKD (4) (2008)
Shihai Zhang, Shujun Liu, Jinping Ou
Data Mining for Intelligent Structure Form Selection Based on Association Rules from a High Rise Case Base. PAKDD Workshops (2007)
Shihai Zhang, Shujun Liu, Jinping Ou, Guangyuan Wang
Improved Fuzzy Inference Network and Its Applications in Multi-targets Optimization of the High-Rise Structure Form Selection. FSKD (1) (2007)
Shihai Zhang, Shujun Liu, Dong Wang, Jinping Ou, Guangyuan Wang
Knowledge Discovery of Improved Apriori-Based High-Rise Structure Intelligent Form Selection. ISDA (1) (2006)