Licheng Liu

According to our database, Licheng Liu authored at least 59 papers between 2014 and 2024.

Collaborative distances:

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

2024

A Review of Convex Clustering From Multiple Perspectives: Models, Optimizations, Statistical Properties, Applications, and Connections.

Qiying Feng, C. L. Philip Chen, Licheng Liu

IEEE Trans. Neural Networks Learn. Syst., October, 2024

Modal-Regression-Based Broad Learning System for Robust Regression and Classification.

Licheng Liu, Tingyun Liu, C. L. Philip Chen, Yaonan Wang

IEEE Trans. Neural Networks Learn. Syst., September, 2024

A Fine-Grained Detector of Face Mask Wearing Status Based on Improved YOLOX.

Hongli Xiao, Bingshu Wang, Jiangbin Zheng, Licheng Liu, C. L. Philip Chen

IEEE Trans. Artif. Intell., April, 2024

Change Representation and Extraction in Stripes: Rethinking Unsupervised Hyperspectral Image Change Detection With an Untrained Network.

Bin Yang, Yin Mao, Licheng Liu, Leyuan Fang, Xinxin Liu

IEEE Trans. Image Process., 2024

Reciprocal Transformation-Based Joint Deep and Broad Learning for Change Detection With Heterogeneous Images.

Bin Yang, Zhulian Wang, Xinxin Liu, Leyuan Fang, Licheng Liu

IEEE Trans. Geosci. Remote. Sens., 2024

MAPANet: A Multi-Scale Attention-Guided Progressive Aggregation Network for Multi-Contrast MRI Super-Resolution.

Licheng Liu, Tao Liu, Wei Zhou, Yaonan Wang, Min Liu

IEEE Trans. Computational Imaging, 2024

Multishot Compressive Hyperspectral Imaging Based on Tensor Fibered Rank Minimization and Its Primal-Dual Algorithm.

Ting Xie, Xudong Kang, Renwei Dian, Tonghan Wang, Licheng Liu

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

Predicting the growth trajectory and yield of greenhouse strawberries based on knowledge-guided computer vision.

Qi Yang, Licheng Liu, Junxiong Zhou, Mary Rogers, Zhenong Jin

Comput. Electron. Agric., 2024

Knowledge Guided Machine Learning for Extracting, Preserving, and Adapting Physics-aware Features.

Erhu He, Yiqun Xie, Licheng Liu, Zhenong Jin, Dajun Zhang, Xiaowei Jia

Proceedings of the 2024 SIAM International Conference on Data Mining, 2024

2023

Self-Paced Broad Learning System.

Licheng Liu, Luyang Cai, Ting Xie, Yaonan Wang

IEEE Trans. Cybern., June, 2023

Modal Regression-Based Graph Representation for Noise Robust Face Hallucination.

Licheng Liu, C. L. Philip Chen, Yaonan Wang

IEEE Trans. Neural Networks Learn. Syst., May, 2023

Subspace-based minority oversampling for imbalance classification.

Tianjun Li, Yingxu Wang, Licheng Liu, Long Chen, C. L. Philip Chen

Inf. Sci., April, 2023

Automatic recognition of hot spray marking dot-matrix characters for steel-slab industry.

Junhui Ge, Licheng Liu, Junxi Sun, Hong Zhao, Langming Zhou, Tianle Cheng, Changyan Xiao

J. Intell. Manuf., February, 2023

Plug-and-Play Priors for Multi-Shot Compressive Hyperspectral Imaging.

Ting Xie, Licheng Liu, Lina Zhuang

IEEE Trans. Image Process., 2023

From Trained to Untrained: A Novel Change Detection Framework Using Randomly Initialized Models With Spatial-Channel Augmentation for Hyperspectral Images.

Bin Yang, Yin Mao, Licheng Liu, Xinxin Liu, Yuzhong Ma, Jing Li

IEEE Trans. Geosci. Remote. Sens., 2023

Panel Data Visualization in <i>R</i> (panelView) and <i>Stata</i> (panelview).

Hongyu Mou, Licheng Liu, Yiqing Xu

J. Stat. Softw., 2023

FREE: The Foundational Semantic Recognition for Modeling Environmental Ecosystems.

Shiyuan Luo, Juntong Ni, Shengyu Chen, Runlong Yu, Yiqun Xie, Licheng Liu, Zhenong Jin, Huaxiu Yao, Xiaowei Jia

CoRR, 2023

Knowledge Guided Representation Learning and Causal Structure Learning in Soil Science.

Somya Sharma, Swati Sharma, Licheng Liu, Rishabh Tushir, Andy Neal, Robert Ness, John Crawford, Emre Kiciman, Ranveer Chandra

CoRR, 2023

Mini-Batch Learning Strategies for modeling long term temporal dependencies: A study in environmental applications.

Shaoming Xu, Ankush Khandelwal, Xiang Li, Xiaowei Jia, Licheng Liu, Jared Willard, Rahul Ghosh, Kelly Cutler, Michael S. Steinbach, Christopher J. Duffy, John Nieber, Vipin Kumar

Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

Task-Adaptive Meta-Learning Framework for Advancing Spatial Generalizability.

Zhexiong Liu, Licheng Liu, Yiqun Xie, Zhenong Jin, Xiaowei Jia

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Physics Guided Neural Networks for Time-Aware Fairness: An Application in Crop Yield Prediction.

Erhu He, Yiqun Xie, Licheng Liu, Weiye Chen, Zhenong Jin, Xiaowei Jia

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Binary Representation via Jointly Personalized Sparse Hashing.

Xiaoqin Wang, Chen Chen, Rushi Lan, Licheng Liu, Zhenbing Liu, Huiyu Zhou, Xiaonan Luo

ACM Trans. Multim. Comput. Commun. Appl., 2022

Noise Robust Face Hallucination Based on Smooth Correntropy Representation.

Licheng Liu, Qiying Feng, C. L. Philip Chen, Yaonan Wang

IEEE Trans. Neural Networks Learn. Syst., 2022

Hallucinating Color Face Image by Learning Graph Representation in Quaternion Space.

Licheng Liu, C. L. Philip Chen, Shutao Li

IEEE Trans. Cybern., 2022

Superpixel-guided locality quaternion representation for color face hallucination.

Licheng Liu, Xiaoqin Tang, C. L. Philip Chen, Luyang Cai, Rushi Lan

Inf. Sci., 2022

Cauchy regularized broad learning system for noisy data regression.

Licheng Liu, Luyang Cai, Tingyun Liu, C. L. Philip Chen, Xiaoqin Tang

Inf. Sci., 2022

Examining the relationships between carbon emissions and land supply in China.

Lexin Li, Licheng Liu, Zeyao Gu, Zhongxiao Sun, Qian Zhang

Ecol. Informatics, 2022

2021

Discriminative Face Hallucination via Locality-Constrained and Category Embedding Representation.

Licheng Liu, Rushi Lan, Yaonan Wang

IEEE Trans. Syst. Man Cybern. Syst., 2021

Lightweight Image Super-Resolution via Weighted Multi-Scale Residual Network.

Long Sun, Zhenbing Liu, Xiyan Sun, Licheng Liu, Rushi Lan, Xiaonan Luo

IEEE CAA J. Autom. Sinica, 2021

Masked Face Detection Using A Two-stage Classification Approach In the COVID-19 Era.

Bingshu Wang, Licheng Liu, C. L. Philip Chen

Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Computation Rate Maximization for Multiuser Mobile Edge Computing Systems With Dynamic Energy Arrivals.

Zhifei Lin, Feng Wang, Licheng Liu

Proceedings of the 10th IEEE/CIC International Conference on Communications in China, 2021

2020

Face hallucination via multiple feature learning with hierarchical structure.

Licheng Liu, Han Liu, Shutao Li, C. L. Philip Chen

Inf. Sci., 2020

Robust face hallucination via locality-constrained multiscale coding.

Na Li, Licheng Liu, Shutao Li, Hui Lin

Inf. Sci., 2020

Modern imaging techniques in plant nutrition analysis: A review.

Daoliang Li, Cheng Li, Yuan Yao, Mengdi Li, Licheng Liu

Comput. Electron. Agric., 2020

2019

Tensor Completion via Nonlocal Low-Rank Regularization.

Ting Xie, Shutao Li, Leyuan Fang, Licheng Liu

IEEE Trans. Cybern., 2019

Iterative Relaxed Collaborative Representation With Adaptive Weights Learning for Noise Robust Face Hallucination.

Licheng Liu, Shutao Li, C. L. Philip Chen

IEEE Trans. Circuits Syst. Video Technol., 2019

Gearbox Fault Diagnosis Based on Selective Integrated Soft Competitive Learning Fuzzy Adaptive Resonance Theory.

Xiao-Jin Wan, Licheng Liu, Zengbing Xu, Zhigang Xu

J. Comput. Inf. Sci. Eng., 2019

A robust and accurate camera pose determination method based on geometric optimization search using Internet of Things.

Qi Wang, Zhangyan Zhao, Enshun Lu, Yang Liu, Licheng Liu

Int. J. Distributed Sens. Networks, 2019

Robust Hyperspectral Image Pan-Sharpening via Channel-Constrained Spatial Spectral Network.

Na Li, Licheng Liu

Proceedings of the Pattern Recognition and Computer Vision - Second Chinese Conference, 2019

Color Face Hallucination Using Neighbor Locality Representation and Inter-Channel Correlation.

Han Liu, Licheng Liu, Shutao Li

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Learning Quaternion Graph for Color Face Image Super-Resolution.

Licheng Liu, C. L. Philip Chen, Shutao Li

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Scoring framework of soccer matches using possession trajectory data.

Geng Deng, Licheng Liu, Jie Zuo

Proceedings of the ACM Turing Celebration Conference - China, 2019

2018

Quaternion Locality-Constrained Coding for Color Face Hallucination.

Licheng Liu, Shutao Li, C. L. Philip Chen

IEEE Trans. Cybern., 2018

Robust Face Hallucination via Locality-Constrained Bi-Layer Representation.

Licheng Liu, C. L. Philip Chen, Shutao Li, Yuan Yan Tang, Long Chen

IEEE Trans. Cybern., 2018

Mixed Noise Removal via Robust Constrained Sparse Representation.

Licheng Liu, C. L. Philip Chen, Xinge You, Yuan Yan Tang, Yushu Zhang, Shutao Li

IEEE Trans. Circuits Syst. Video Technol., 2018

Updating the Silent Speech Challenge benchmark with deep learning.

Yan Ji, Licheng Liu, Hongcui Wang, Zhilei Liu, Zhibin Niu, Bruce Denby

Speech Commun., 2018

Fault diagnosis of rolling bearing based on optimized soft competitive learning Fuzzy ART and similarity evaluation technique.

Xiao-Jin Wan, Licheng Liu, Zengbing Xu, Zhigang Xu, Qinglei Li, Fengxiang Xu

Adv. Eng. Informatics, 2018

A Novel Nonconvex Sparsity Measure for Hyperspectral Images Restoration.

Ting Xie, Shutao Li, Leyuan Fang, Licheng Liu

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Face Image Super-Resolution via K-NN Regularized Collaborative Representation with Importance Reweighting.

Licheng Liu, Shutao Li

Proceedings of the 24th International Conference on Pattern Recognition, 2018

2017

Weighted Joint Sparse Representation for Removing Mixed Noise in Image.

Licheng Liu, Long Chen, C. L. Philip Chen, Yuan Yan Tang, Chi-Man Pun

IEEE Trans. Cybern., 2017

2016

A robust bi-sparsity model with non-local regularization for mixed noise reduction.

Long Chen, Licheng Liu, C. L. Philip Chen

Inf. Sci., 2016

A Review of Compressive Sensing in Information Security Field.

Yushu Zhang, Leo Yu Zhang, Jiantao Zhou, Licheng Liu, Fei Chen, Xing He

IEEE Access, 2016

Comparison of DCT and autoencoder-based features for DNN-HMM multimodal silent speech recognition.

Licheng Liu, Yan Ji, Hongcui Wang, Bruce Denby

Proceedings of the 10th International Symposium on Chinese Spoken Language Processing, 2016

Performance of impulsive noise blanking in precoded OFDM-based PLC systems.

Filbert H. Juwono, Regina Reine, Licheng Liu, Jing Liu, Defeng David Huang

Proceedings of the 2016 IEEE International Conference on Communication Systems, 2016

2015

Weighted Couple Sparse Representation With Classified Regularization for Impulse Noise Removal.

Chun Lung Philip Chen, Licheng Liu, Long Chen, Yuan Yan Tang, Yicong Zhou

IEEE Trans. Image Process., 2015

Fast Fourier transform using matrix decomposition.

Yicong Zhou, Weijia Cao, Licheng Liu, Sos S. Agaian, C. L. Philip Chen

Inf. Sci., 2015

A new weighted mean filter with a two-phase detector for removing impulse noise.

Licheng Liu, C. L. Philip Chen, Yicong Zhou, Xinge You

Inf. Sci., 2015

An articulatory analysis of apical syllables in Standard Chinese.

Yu Chen, Jin Zhang, Yanting Chen, Yu Chen, Licheng Liu, Jianguo Wei, Jianwu Dang

Proceedings of the 2015 International Conference Oriental COCOSDA held jointly with 2015 Conference on Asian Spoken Language Research and Evaluation (O-COCOSDA/CASLRE), 2015

2014

Impulse noise removal using sparse representation with fuzzy weights.

Licheng Liu, C. L. Philip Chen, Yicong Zhou, Yuan Yan Tang

Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014