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Journal Articles
- 2024
[j41]Qi Yang, Licheng Liu, Junxiong Zhou, Mary Rogers
, Zhenong Jin:
Predicting the growth trajectory and yield of greenhouse strawberries based on knowledge-guided computer vision. Comput. Electron. Agric. 220: 108911 (2024)- [j40]Ting Xie, Xudong Kang, Renwei Dian, Tonghan Wang, Licheng Liu:
Multishot Compressive Hyperspectral Imaging Based on Tensor Fibered Rank Minimization and Its Primal-Dual Algorithm. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 4466-4477 (2024) - [j39]Hongli Xiao, Bingshu Wang, Jiangbin Zheng, Licheng Liu, C. L. Philip Chen:
A Fine-Grained Detector of Face Mask Wearing Status Based on Improved YOLOX. IEEE Trans. Artif. Intell. 5(4): 1816-1830 (2024) - [j38]Licheng Liu, Tao Liu, Wei Zhou, Yaonan Wang, Min Liu:
MAPANet: A Multi-Scale Attention-Guided Progressive Aggregation Network for Multi-Contrast MRI Super-Resolution. IEEE Trans. Computational Imaging 10: 928-940 (2024) - [j37]Bin Yang, Zhulian Wang, Xinxin Liu, Leyuan Fang, Licheng Liu:
Reciprocal Transformation-Based Joint Deep and Broad Learning for Change Detection With Heterogeneous Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j36]Bin Yang, Yin Mao, Licheng Liu, Leyuan Fang, Xinxin Liu:
Change Representation and Extraction in Stripes: Rethinking Unsupervised Hyperspectral Image Change Detection With an Untrained Network. IEEE Trans. Image Process. 33: 5098-5113 (2024) - [j35]Licheng Liu, Tingyun Liu, C. L. Philip Chen, Yaonan Wang:
Modal-Regression-Based Broad Learning System for Robust Regression and Classification. IEEE Trans. Neural Networks Learn. Syst. 35(9): 12344-12357 (2024) - [j34]Qiying Feng, C. L. Philip Chen, Licheng Liu:
A Review of Convex Clustering From Multiple Perspectives: Models, Optimizations, Statistical Properties, Applications, and Connections. IEEE Trans. Neural Networks Learn. Syst. 35(10): 13122-13142 (2024) - 2023
- [j33]Tianjun Li, Yingxu Wang, Licheng Liu, Long Chen, C. L. Philip Chen:
Subspace-based minority oversampling for imbalance classification. Inf. Sci. 621: 371-388 (2023) - [j32]Junhui Ge, Licheng Liu, Junxi Sun, Hong Zhao, Langming Zhou, Tianle Cheng, Changyan Xiao:
Automatic recognition of hot spray marking dot-matrix characters for steel-slab industry. J. Intell. Manuf. 34(2): 869-884 (2023) - [j31]Hongyu Mou, Licheng Liu, Yiqing Xu:
Panel Data Visualization in R (panelView) and Stata (panelview). J. Stat. Softw. 107(7) (2023) - [j30]Licheng Liu, Luyang Cai, Ting Xie, Yaonan Wang:
Self-Paced Broad Learning System. IEEE Trans. Cybern. 53(6): 4029-4042 (2023) - [j29]Bin Yang, Yin Mao, Licheng Liu, Xinxin Liu, Yuzhong Ma, Jing Li:
From Trained to Untrained: A Novel Change Detection Framework Using Randomly Initialized Models With Spatial-Channel Augmentation for Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j28]Ting Xie, Licheng Liu, Lina Zhuang:
Plug-and-Play Priors for Multi-Shot Compressive Hyperspectral Imaging. IEEE Trans. Image Process. 32: 5326-5339 (2023) - [j27]Licheng Liu, C. L. Philip Chen, Yaonan Wang:
Modal Regression-Based Graph Representation for Noise Robust Face Hallucination. IEEE Trans. Neural Networks Learn. Syst. 34(5): 2490-2502 (2023) - 2022
- [j26]Lexin Li, Licheng Liu, Zeyao Gu, Zhongxiao Sun, Qian Zhang:
Examining the relationships between carbon emissions and land supply in China. Ecol. Informatics 70: 101744 (2022) - [j25]Licheng Liu, Luyang Cai, Tingyun Liu, C. L. Philip Chen, Xiaoqin Tang:
Cauchy regularized broad learning system for noisy data regression. Inf. Sci. 603: 210-221 (2022) - [j24]Licheng Liu, Xiaoqin Tang, C. L. Philip Chen, Luyang Cai, Rushi Lan:
Superpixel-guided locality quaternion representation for color face hallucination. Inf. Sci. 609: 565-577 (2022) - [j23]Licheng Liu, C. L. Philip Chen, Shutao Li:
Hallucinating Color Face Image by Learning Graph Representation in Quaternion Space. IEEE Trans. Cybern. 52(1): 265-277 (2022) - [j22]Licheng Liu, Qiying Feng, C. L. Philip Chen, Yaonan Wang:
Noise Robust Face Hallucination Based on Smooth Correntropy Representation. IEEE Trans. Neural Networks Learn. Syst. 33(10): 5953-5965 (2022) - [j21]Xiaoqin Wang, Chen Chen, Rushi Lan, Licheng Liu, Zhenbing Liu, Huiyu Zhou, Xiaonan Luo:
Binary Representation via Jointly Personalized Sparse Hashing. ACM Trans. Multim. Comput. Commun. Appl. 18(3s): 137:1-137:20 (2022) - 2021
- [j20]Long Sun, Zhenbing Liu, Xiyan Sun, Licheng Liu, Rushi Lan, Xiaonan Luo:
Lightweight Image Super-Resolution via Weighted Multi-Scale Residual Network. IEEE CAA J. Autom. Sinica 8(7): 1271-1280 (2021) - [j19]Licheng Liu, Rushi Lan, Yaonan Wang:
Discriminative Face Hallucination via Locality-Constrained and Category Embedding Representation. IEEE Trans. Syst. Man Cybern. Syst. 51(12): 7314-7325 (2021) - 2020
- [j18]Daoliang Li, Cheng Li, Yuan Yao, Mengdi Li, Licheng Liu:
Modern imaging techniques in plant nutrition analysis: A review. Comput. Electron. Agric. 174: 105459 (2020) - [j17]Na Li, Licheng Liu, Shutao Li, Hui Lin:
Robust face hallucination via locality-constrained multiscale coding. Inf. Sci. 512: 369-380 (2020) - [j16]Licheng Liu, Han Liu, Shutao Li, C. L. Philip Chen:
Face hallucination via multiple feature learning with hierarchical structure. Inf. Sci. 512: 416-430 (2020) - 2019
- [j15]Qi Wang, Zhangyan Zhao, Enshun Lu, Yang Liu, Licheng Liu:
A robust and accurate camera pose determination method based on geometric optimization search using Internet of Things. Int. J. Distributed Sens. Networks 15(6) (2019) - [j14]Xiao-Jin Wan, Licheng Liu, Zengbing Xu, Zhigang Xu:
Gearbox Fault Diagnosis Based on Selective Integrated Soft Competitive Learning Fuzzy Adaptive Resonance Theory. J. Comput. Inf. Sci. Eng. 19(1) (2019) - [j13]Licheng Liu, Shutao Li, C. L. Philip Chen:
Iterative Relaxed Collaborative Representation With Adaptive Weights Learning for Noise Robust Face Hallucination. IEEE Trans. Circuits Syst. Video Technol. 29(5): 1284-1295 (2019) - [j12]Ting Xie, Shutao Li, Leyuan Fang, Licheng Liu:
Tensor Completion via Nonlocal Low-Rank Regularization. IEEE Trans. Cybern. 49(6): 2344-2354 (2019) - 2018
- [j11]Xiao-Jin Wan, Licheng Liu, Zengbing Xu, Zhigang Xu, Qinglei Li, Fengxiang Xu:
Fault diagnosis of rolling bearing based on optimized soft competitive learning Fuzzy ART and similarity evaluation technique. Adv. Eng. Informatics 38: 91-100 (2018) - [j10]Yan Ji, Licheng Liu, Hongcui Wang, Zhilei Liu, Zhibin Niu, Bruce Denby:
Updating the Silent Speech Challenge benchmark with deep learning. Speech Commun. 98: 42-50 (2018) - [j9]Licheng Liu, C. L. Philip Chen, Xinge You, Yuan Yan Tang, Yushu Zhang, Shutao Li:
Mixed Noise Removal via Robust Constrained Sparse Representation. IEEE Trans. Circuits Syst. Video Technol. 28(9): 2177-2189 (2018) - [j8]Licheng Liu, C. L. Philip Chen, Shutao Li, Yuan Yan Tang, Long Chen:
Robust Face Hallucination via Locality-Constrained Bi-Layer Representation. IEEE Trans. Cybern. 48(4): 1189-1201 (2018) - [j7]Licheng Liu, Shutao Li, C. L. Philip Chen:
Quaternion Locality-Constrained Coding for Color Face Hallucination. IEEE Trans. Cybern. 48(5): 1474-1485 (2018) - 2017
- [j6]Licheng Liu, Long Chen, C. L. Philip Chen, Yuan Yan Tang, Chi-Man Pun:
Weighted Joint Sparse Representation for Removing Mixed Noise in Image. IEEE Trans. Cybern. 47(3): 600-611 (2017) - 2016
- [j5]Yushu Zhang, Leo Yu Zhang, Jiantao Zhou, Licheng Liu, Fei Chen, Xing He:
A Review of Compressive Sensing in Information Security Field. IEEE Access 4: 2507-2519 (2016) - [j4]Long Chen, Licheng Liu, C. L. Philip Chen:
A robust bi-sparsity model with non-local regularization for mixed noise reduction. Inf. Sci. 354: 101-111 (2016) - 2015
- [j3]Yicong Zhou, Weijia Cao, Licheng Liu, Sos S. Agaian, C. L. Philip Chen:
Fast Fourier transform using matrix decomposition. Inf. Sci. 291: 172-183 (2015) - [j2]Licheng Liu, C. L. Philip Chen, Yicong Zhou, Xinge You:
A new weighted mean filter with a two-phase detector for removing impulse noise. Inf. Sci. 315: 1-16 (2015) - [j1]Chun Lung Philip Chen, Licheng Liu, Long Chen, Yuan Yan Tang, Yicong Zhou:
Weighted Couple Sparse Representation With Classified Regularization for Impulse Noise Removal. IEEE Trans. Image Process. 24(11): 4014-4026 (2015)
Conference and Workshop Papers
- 2024
- [c16]Erhu He, Yiqun Xie, Licheng Liu, Zhenong Jin, Dajun Zhang, Xiaowei Jia:
Knowledge Guided Machine Learning for Extracting, Preserving, and Adapting Physics-aware Features. SDM 2024: 715-723 - 2023
- [c15]Erhu He, Yiqun Xie, Licheng Liu, Weiye Chen, Zhenong Jin, Xiaowei Jia:
Physics Guided Neural Networks for Time-Aware Fairness: An Application in Crop Yield Prediction. AAAI 2023: 14223-14231 - [c14]Zhexiong Liu, Licheng Liu, Yiqun Xie, Zhenong Jin, Xiaowei Jia:
Task-Adaptive Meta-Learning Framework for Advancing Spatial Generalizability. AAAI 2023: 14365-14373 - [c13]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:
Mini-Batch Learning Strategies for modeling long term temporal dependencies: A study in environmental applications. SDM 2023: 649-657 - 2021
- [c12]Zhifei Lin, Feng Wang, Licheng Liu:
Computation Rate Maximization for Multiuser Mobile Edge Computing Systems With Dynamic Energy Arrivals. ICCC 2021: 312-317 - [c11]Bingshu Wang, Licheng Liu, C. L. Philip Chen:
Masked Face Detection Using A Two-stage Classification Approach In the COVID-19 Era. SMC 2021: 535-540 - 2019
- [c10]Geng Deng, Licheng Liu, Jie Zuo:
Scoring framework of soccer matches using possession trajectory data. ACM TUR-C 2019: 59:1-59:2 - [c9]Licheng Liu, C. L. Philip Chen, Shutao Li:
Learning Quaternion Graph for Color Face Image Super-Resolution. ICIP 2019: 2846-2850 - [c8]Han Liu, Licheng Liu, Shutao Li:
Color Face Hallucination Using Neighbor Locality Representation and Inter-Channel Correlation. ICIP 2019: 4429-4433 - [c7]Na Li, Licheng Liu:
Robust Hyperspectral Image Pan-Sharpening via Channel-Constrained Spatial Spectral Network. PRCV (2) 2019: 561-571 - 2018
- [c6]Licheng Liu, Shutao Li:
Face Image Super-Resolution via K-NN Regularized Collaborative Representation with Importance Reweighting. ICPR 2018: 2809-2814 - [c5]Ting Xie, Shutao Li, Leyuan Fang, Licheng Liu:
A Novel Nonconvex Sparsity Measure for Hyperspectral Images Restoration. IGARSS 2018: 2729-2732 - 2016
- [c4]Filbert H. Juwono, Regina Reine, Licheng Liu, Jing Liu, Defeng David Huang:
Performance of impulsive noise blanking in precoded OFDM-based PLC systems. ICCS 2016: 1-6 - [c3]Licheng Liu, Yan Ji, Hongcui Wang, Bruce Denby:
Comparison of DCT and autoencoder-based features for DNN-HMM multimodal silent speech recognition. ISCSLP 2016: 1-5 - 2015
- [c2]Yu Chen, Jin Zhang, Yanting Chen, Yu Chen, Licheng Liu, Jianguo Wei, Jianwu Dang:
An articulatory analysis of apical syllables in Standard Chinese. O-COCOSDA/CASLRE 2015: 123-127 - 2014
- [c1]Licheng Liu, C. L. Philip Chen, Yicong Zhou, Yuan Yan Tang:
Impulse noise removal using sparse representation with fuzzy weights. SMC 2014: 4052-4057
Informal and Other Publications
- 2023
- [i7]Somya Sharma, Swati Sharma, Licheng Liu, Rishabh Tushir, Andy Neal, Robert Ness, John Crawford, Emre Kiciman, Ranveer Chandra:
Knowledge Guided Representation Learning and Causal Structure Learning in Soil Science. CoRR abs/2306.09302 (2023) - [i6]Shiyuan Luo, Juntong Ni, Shengyu Chen, Runlong Yu, Yiqun Xie, Licheng Liu, Zhenong Jin, Huaxiu Yao, Xiaowei Jia:
FREE: The Foundational Semantic Recognition for Modeling Environmental Ecosystems. CoRR abs/2311.10255 (2023) - 2022
- [i5]Xiaoqin Wang, Chen Chen, Rushi Lan, Licheng Liu, Zhenbing Liu, Huiyu Zhou, Xiaonan Luo:
Binary Representation via Jointly Personalized Sparse Hashing. CoRR abs/2208.14883 (2022) - [i4]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:
Mini-Batch Learning Strategies for modeling long term temporal dependencies: A study in environmental applications. CoRR abs/2210.08347 (2022) - [i3]Zhexiong Liu, Licheng Liu, Yiqun Xie, Zhenong Jin, Xiaowei Jia:
Task-Adaptive Meta-Learning Framework for Advancing Spatial Generalizability. CoRR abs/2212.06864 (2022) - 2021
- [i2]Zhifei Lin, Feng Wang, Licheng Liu:
Computation Rate Maximization for Multiuser Mobile Edge Computing Systems With Dynamic Energy Arrivals. CoRR abs/2106.12338 (2021) - 2017
- [i1]Yan Ji, Licheng Liu, Hongcui Wang, Zhilei Liu, Zhibin Niu, Bruce Denby:
Updating the silent speech challenge benchmark with deep learning. CoRR abs/1709.06818 (2017)
Coauthor Index
aka: Chun Lung Philip Chen
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