Zhonghua Liu

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 81

Top Venues

IEEE Access

Comput. Electr. Eng.

Multim. Tools Appl.

Eng. Appl. Artif. Intell.

Publications

Gulam Sarwar Chuwdhury, Yunshan Guo, Chi-Leung Chiang, Ka-On Lam, Ngar-Woon Kam, Zhonghua Liu, Wei Dai
ImmuneMirror: A machine learning-based integrative pipeline and web server for neoantigen prediction. Briefings Bioinform. 25 (2) (2024)
Jianda Yue, Jiawei Xu, Tingting Li, Yaqi Li, Zihui Chen, Songping Liang, Zhonghua Liu, Ying Wang
Discovery of potential antidiabetic peptides using deep learning. Comput. Biol. Medicine 180 (2024)
Jiahao Xiong, Weihua Ou, Zhonghua Liu, Jianping Gou, Wenjun Xiao, Haitao Liu
GraphPhys: Facial video-based physiological measurement with graph neural network. Comput. Electr. Eng. 113 (2024)
Chengyu Yuan, Hao Xiong, Guoqing Shangguan, Hualei Shen, Dong Liu, Haojie Zhang, Zhonghua Liu, Kun Qian, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto, Shlomo Berkovsky
Deep Fusion of Shifted MLP and CNN for Medical Image Segmentation. ICASSP (2024)
Zhonghua Liu, Tiansheng Wang, Fa Zhu, Xingchi Chen, Danilo Pelusi, Athanasios V. Vasilakos
Domain adaptive learning based on equilibrium distribution and dynamic subspace approximation. Expert Syst. Appl. 249 (2024)
Furong Li, Ping Li, Xiuming Wu, Pan Zeng, Guorong Lyu, Yuling Fan, Peizhong Liu, Haisheng Song, Zhonghua Liu
FHUSP-NET: A Multi-task model for fetal heart ultrasound standard plane recognition and key anatomical structures detection. Comput. Biol. Medicine 168 (2024)
Jiahao Xiong, Weihua Ou, Yi Yao, Yingying Liu, Zhifan Gao, Zhonghua Liu, Jianping Gou
STGNet: Spatio-temporal graph neural networks considering inherent properties of physiological signals for camera-based remote photoplethysmography. Biomed. Signal Process. Control. 98 (2024)
Lei Zhang, Xiuming Wu, Jiansong Zhang, Zhonghua Liu, Yuling Fan, Lan Zheng, Peizhong Liu, Haisheng Song, Guorong Lyu
SEG-LUS: A novel ultrasound segmentation method for liver and its accessory structures based on muti-head self-attention. Comput. Medical Imaging Graph. 113 (2024)
Zhonghua Liu, Weihua Ou, Kaibing Zhang, Hao Xiong
Robust manifold discriminative distribution adaptation for transfer subspace learning. Expert Syst. Appl. 238 (Part E) (2024)
Hailong Li, Zhonghua Liu, Yong Liu, Di Wu, Kaibing Zhang
Lightweight image super-resolution network using 3D convolutional neural networks. J. Electronic Imaging 33 (1) (2024)
Yuanyuan Shu, Jianda Yue, Yaqi Li, Yekui Yin, Jiaxu Wang, Tingting Li, Xiao He, Songping Liang, Gaihua Zhang, Zhonghua Liu, Ying Wang
Development of human lactate dehydrogenase a inhibitors: high-throughput screening, molecular dynamics simulation and enzyme activity assay. J. Comput. Aided Mol. Des. 38 (1) (2024)
Weiwei Cheng, Changchao Wang, Yu Wang, Lirong Hao, Zhonghua Liu, Qingliang Cui
Soil Marginal Effect and LSTM Model in Chinese Solar Greenhouse. Sensors 24 (14) (2024)
Zhonghua Liu, Weihua Ou, Jinbo Liu, Kaibing Zhang, Zhihui Lai, Hao Xiong
Discriminative transfer regression for low-rank and sparse subspace learning. Eng. Appl. Artif. Intell. 133 (2024)
Hua Huo, Yali Yu, Zhonghua Liu
Facial expression recognition based on improved depthwise separable convolutional network. Multim. Tools Appl. 82 (12) (2023)
Sichao Qin, Xi Chen, Pengfei Li, Wang Li, Zhengong Wu, Hu Jiang, Zhonghua Liu, Ruiheng Zhang
Modeling and Evaluating Full-Cycle Natural Gait Detection Based on Human Electrostatic Field. IEEE Trans. Instrum. Meas. 72 (2023)
Jianda Yue, Yaqi Li, Fengjiao Li, Peng Zhang, Yimin Li, Jiawei Xu, Qianqian Zhang, Cheng Zhang, Xiao He, Ying Wang, Zhonghua Liu
Discovery of Mcl-1 inhibitors through virtual screening, molecular dynamics simulations and in vitro experiments. Comput. Biol. Medicine 152 (2023)
Yiwei Liu, Cheng Zhang, Zhonghua Liu, Donald G. Truhlar, Ying Wang, Xiao He
Supervised learning of a chemistry functional with damped dispersion. Nat. Comput. Sci. 3 (1) (2023)
Zhonghua Liu, Shijun Wang, Ning Chen
Automatic Speech Disentanglement for Voice Conversion using Rank Module and Speech Augmentation. CoRR (2023)
Zhonghua Liu, Fa Zhu, Kaibing Zhang, Zhihui Lai, Hua Huo
Manifold transfer subspace learning based on double relaxed discriminative regression. Artif. Intell. Rev. 56 (S1) (2023)
Zhonghua Liu, Shijun Wang, Ning Chen
Automatic Speech Disentanglement for Voice Conversion using Rank Module and Speech Augmentation. INTERSPEECH (2023)
Yixiu Zhang, Jiaxin Chen, Zhonghua Liu
Adaptive distance penalty based nonnegative low-rank representation for semi-supervised learning. Appl. Intell. 53 (2) (2023)
Tiansheng Wang, Zhonghua Liu, Weihua Ou, Hua Huo
Domain adaptation based on feature fusion and multi-attention mechanism. Comput. Electr. Eng. 108 (2023)
Pengfei Yin, Zhonghua Liu, Di Wu, Hua Huo, Haijun Wang, Kaibing Zhang
Corrigendum to "Unsupervised Simple Siamese Representation Learning for Blind Super-Resolution" [Eng. Appl. Artif. Intell. 114 (2022) 105092]. Eng. Appl. Artif. Intell. 123 (Part C) (2023)
Zhonghua Liu, Zhihui Lai, Weihua Ou, Kaibing Zhang, Hua Huo
Discriminative sparse least square regression for semi-supervised learning. Inf. Sci. 636 (2023)
Yanyan Yang, Zhonghua Liu, Weihua Ou, Wenpeng Lu, Yong Liu, Ruijuan Zheng
Blind super-resolution model based on unsupervised degenerate indication learning. Comput. Electr. Eng. 111 (Part B) (2023)
Zhonghua Liu, Kaiming Shi, Danmei Niu, Hua Huo, Kaibing Zhang
Dynamic classifier approximation for unsupervised domain adaptation. Signal Process. 206 (2023)
Shangxian Teng, Zhonghua Liu, Yichen Luo, Pengpeng Zhang
Improved Solar Photovoltaic Panel Defect Detection Technology Based on YOLOv5. 6GN (1) (2023)
Zhonghua Liu, Shichao Jin, Xiaoqiang Liu, Qiuli Yang, Qing Li, Jingrong Zang, Zhaofeng Li, Tianyu Hu, Zifeng Guo, Jin Wu, Dong Jiang, Yanjun Su
Extraction of Wheat Spike Phenotypes From Field-Collected Lidar Data and Exploration of Their Relationships With Wheat Yield. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Jinghan Yang, Yuyang Xu, Minhao Yao, Gao Wang, Zhonghua Liu
ERStruct: a fast Python package for inferring the number of top principal components from whole genome sequencing data. BMC Bioinform. 24 (1) (2023)
Guifang Zhang, Jiaxin Chen, Wenpeng Lu, Zhonghua Liu
Weighted non-negative matrix factorization based on adaptive robust local sparse graph. Multim. Tools Appl. 82 (30) (2023)
Gang Liu, Zixuan Cao, Sen Liu, Bin Song, Zhonghua Liu
An improved SSD method for infrared target detection based on convolutional neural network. J. Comput. Methods Sci. Eng. 22 (4) (2022)
Yanmei Zhu, Zhonghua Liu, Zhijian Wang, Longxiang Yang, Keshu Peng, Kai Liu
Tobacco Traceability and Storage Scheme Based on IPFS+ Consortium Chain. BIC (2022)
Kaiming Shi, Zhonghua Liu, Wenpeng Lu, Weihua Ou, Chunlei Yang
Unsupervised domain adaptation based on adaptive local manifold learning. Comput. Electr. Eng. 100 (2022)
Yimin Li, Yaqi Li, Chao Ning, Jianda Yue, Cheng Zhang, Xiao He, Ying Wang, Zhonghua Liu
Discovering inhibitors of TEAD palmitate binding pocket through virtual screening and molecular dynamics simulation. Comput. Biol. Chem. 98 (2022)
Pengfeng Yin, Zhonghua Liu, Di Wu, Hua Huo, Haijun Wang, Kaibing Zhang
Unsupervised simple Siamese representation learning for blind super-resolution. Eng. Appl. Artif. Intell. 114 (2022)
Peixin Tian, Yiqian Hu, Zhonghua Liu, Yan Dora Zhang
Grace-AKO: a novel and stable knockoff filter for variable selection incorporating gene network structures. BMC Bioinform. 23 (1) (2022)
Jingjing Wang, Zhonghua Liu, Kaibing Zhang, Qingtao Wu, Mingchuan Zhang
Robust sparse manifold discriminant analysis. Multim. Tools Appl. 81 (15) (2022)
Siqi Xu, Lin Liu, Zhonghua Liu
DeepMed: Semiparametric Causal Mediation Analysis with Debiased Deep Learning. CoRR (2022)
Wenwu Wang, Jun Lu, Tiejun Tong, Zhonghua Liu
Debiased learning and forecasting of first derivative. Knowl. Based Syst. 236 (2022)
Zongcheng Li, Zhonghua Liu
Chaos Induced by Heteroclinic Cycles Connecting Repellers for First-Order Partial Difference Equations. Int. J. Bifurc. Chaos 32 (4) (2022)
Peixin Tian, Minhao Yao, Tao Huang, Zhonghua Liu
CoxMKF: a knockoff filter for high-dimensional mediation analysis with a survival outcome in epigenetic studies. Bioinform. 38 (23) (2022)
Yue Lu, Zhonghua Liu, Hua Huo, Chunlei Yang, Kaibing Zhang
Transfer Subspace Learning based on Double Relaxed Regression for Image Classification. Appl. Intell. 52 (14) (2022)
Siqi Xu, Lin Liu, Zhonghua Liu
DeepMed: Semiparametric Causal Mediation Analysis with Debiased Deep Learning. NeurIPS (2022)
Sisi Li, Zhonghua Liu, Di Wu, Hua Huo, Haijun Wang, Kaibing Zhang
Low-resolution face recognition based on feature-mapping face hallucination. Comput. Electr. Eng. 101 (2022)
Min Zhao, Yaojing Yang, Kai Liu, Dazhu Yan, Zhonghua Liu
A Object Detection Model with Multiple Data Enhancements. AIIPCC (2022)
Xiaoli Wang, Zhonghua Liu, Yongzhao Du, Yong Diao, Peizhong Liu, Guorong Lv, Haojun Zhang
Recognition of Fetal Facial Ultrasound Standard Plane Based on Texture Feature Fusion. Comput. Math. Methods Medicine 2021 (2021)
Siqi Xu, Wing Kam Fung, Zhonghua Liu
MRCIP: a robust Mendelian randomization method accounting for correlated and idiosyncratic pleiotropy. Briefings Bioinform. 22 (5) (2021)
Yongsheng Dong, Mingxin Jin, Xuelong Li, Jinwen Ma, Zhonghua Liu, Lin Wang, Lintao Zheng
Compact Interchannel Sampling Difference Descriptor for Color Texture Classification. IEEE Trans. Circuits Syst. Video Technol. 31 (5) (2021)
Zhonghua Liu, Yue Lu, Zhihui Lai, Weihua Ou, Kaibing Zhang
Robust sparse low-rank embedding for image dimension reduction. Appl. Soft Comput. 113 (Part) (2021)
Xiangyu Luo, Joel Schwartz, Andrea A. Baccarelli, Zhonghua Liu
Testing cell-type-specific mediation effects in genome-wide epigenetic studies. Briefings Bioinform. 22 (3) (2021)
Zhonghua Liu, Kaiming Shi, Kaibing Zhang, Weihua Ou, Lin Wang
Discriminative sparse embedding based on adaptive graph for dimension reduction. Eng. Appl. Artif. Intell. 94 (2020)
Kaibing Zhang, Huake Wang, Wei Liu, Minqi Li, Jian Lu, Zhonghua Liu
An efficient semi-supervised manifold embedding for crowd counting. Appl. Soft Comput. 96 (2020)
Lin Zhang, Zhonghua Liu, Jiexin Pu, Bin Song
Adaptive graph regularized nonnegative matrix factorization for data representation. Appl. Intell. 50 (2) (2020)
Zhonghua Liu, Lingyun Xiang, Kaiming Shi, Kaibing Zhang, Qingtao Wu
Robust Manifold Embedding for Face Recognition. IEEE Access 8 (2020)
Zhonghua Liu, Zhihui Lai, Weihua Ou, Kaibing Zhang, Ruijuan Zheng
Structured optimal graph based sparse feature extraction for semi-supervised learning. Signal Process. 170 (2020)
Gang Liu, Sen Liu, Liuke Liang, Zhonghua Liu, Jianwei Ma
Scene Matching for Infrared and Visible Images with Compressive Sensing SIFT Feature Representation in Bandelet Domain. Int. J. Pattern Recognit. Artif. Intell. 34 (11) (2020)
Zhonghua Liu, Gang Liu, Lin Zhang, Jiexin Pu
Linear regression classification steered discriminative projection for dimension reduction. Multim. Tools Appl. 79 (17-18) (2020)
Jingjing Wang, Zhonghua Liu, Wenpeng Lu, Kaibing Zhang
Discriminative Label Relaxed Regression with Adaptive Graph Learning. Comput. Intell. Neurosci. 2020 (2020)
Xumin Guo, Hui Ma, Xufang Zhang, Zhuang Ye, Qiang Fu, Zhonghua Liu, Qingkai Han
Uncertain Frequency Responses of Clamp-Pipeline Systems Using an Interval-Based Method. IEEE Access 8 (2020)
Zhonghua Liu, Weihua Ou, Wenpeng Lu, Lin Wang
Discriminative feature extraction based on sparse and low-rank representation. Neurocomputing 362 (2019)
Chunlei Yang, Jiexin Pu, Yongsheng Dong, Guo-Sen Xie, Yanna Si, Zhonghua Liu
Scene classification-oriented saliency detection via the modularized prescription. Vis. Comput. 35 (4) (2019)
Zhonghua Liu, Jingjing Wang, Gang Liu, Lin Zhang
Discriminative low-rank preserving projection for dimensionality reduction. Appl. Soft Comput. 85 (2019)
Zhonghua Liu, Jingjing Wang, Gang Liu, Jiexin Pu
Sparse Low-Rank Preserving Projection for Dimensionality Reduction. IEEE Access 7 (2019)
Zhonghua Liu, Lin Zhang, Jiexin Pu, Gang Liu, Sen Liu
Using the Original and Symmetrical Face Test Samples to Perform Two-Step Collaborative Representation for Face Recognition. Int. J. Pattern Recognit. Artif. Intell. 33 (2) (2019)
Zhonghua Liu, Guo-Sen Xie, Lin Zhang, Jiexin Pu
Fusion linear representation-based classification. Soft Comput. 23 (6) (2019)
Lin Zhang, Zhonghua Liu, Lin Wang, Jiexin Pu
Adaptive Graph Regularization Discriminant Nonnegative Matrix Factorization for Data Representation. IEEE Access 7 (2019)
Yongsheng Dong, Hongyan Zhang, Zhonghua Liu, Chunlei Yang, Guo-Sen Xie, Lintao Zheng, Lin Wang
Neutrosophic Set Transformation Matrix Factorization Based Active Contours for Color Texture Segmentation. IEEE Access 7 (2019)
Zhonghua Liu, Gang Liu, Jiexin Pu, Xiaohong Wang, Haijun Wang
Orthogonal sparse linear discriminant analysis. Int. J. Syst. Sci. 49 (4) (2018)
Xiangluo Wang, Chunlei Yang, Guo-Sen Xie, Zhonghua Liu
Image Thresholding Segmentation on Quantum State Space. Entropy 20 (10) (2018)
Chunlei Yang, Xiangluo Wang, Jiexin Pu, Guo-Sen Xie, Zhonghua Liu, Yongsheng Dong, Lingfei Liang
Hybrid of extended locality-constrained linear coding and manifold ranking for salient object detection. J. Vis. Commun. Image Represent. 56 (2018)
Gang Liu, Zhonghua Liu, Sen Liu, Jianwei Ma, Fei Wang
Registration of infrared and visible light image based on visual saliency and scale invariant feature transform. EURASIP J. Image Video Process. 2018 (2018)
Lin Zhang, Ruili Zhao, Mengxing Huang, Zhonghua Liu, Jieren Cheng, Yu Zhang
Research on Indirect Location Technology of Ground Target Based on Scene Matching. ICCCS (2) (2018)
Zhonghua Liu, Gang Liu, Jiexin Pu, Shigang Liu
Noisy label based discriminative least squares regression and its kernel extension for object identification. KSII Trans. Internet Inf. Syst. 11 (5) (2017)
Zhonghua Liu, Yong Qiu, Yali Peng, Jiexin Pu, Xiaoli Zhang
Quaternion Based Maximum Margin Criterion Method for Color Face Recognition. Neural Process. Lett. 45 (3) (2017)
Chunlei Yang, Jiexin Pu, Guo-Sen Xie, Yongsheng Dong, Zhonghua Liu
Extended Locality-Constrained Linear Self-Coding for Saliency Detection. IEEE Signal Process. Lett. 24 (10) (2017)
Zhonghua Liu, Shan Xue, Lin Zhang, Jiexin Pu, Haijun Wang
An Improved Kernel Minimum Square Error Classification Algorithm Based on $L_{2, 1}$ -Norm Regularization. IEEE Access 5 (2017)
Zhonghua Liu, Xiaohong Wang, Jiexin Pu, Lin Wang, Lin Zhang
Nonnegative low-rank representation based manifold embedding for semi-supervised learning. Knowl. Based Syst. 136 (2017)
Chunlei Yang, Jiexin Pu, Yongsheng Dong, Zhonghua Liu, Lingfei Liang, Xiaohong Wang
Salient object detection in complex scenes via D-S evidence theory based region classification. Vis. Comput. 33 (11) (2017)
Guo-Sen Xie, Xiao-Bo Jin, Zheng Zhang, Zhonghua Liu, Xiaowei Xue, Jiexin Pu
Retargeted Multi-View Feature Learning With Separate and Shared Subspace Uncovering. IEEE Access 5 (2017)
Zhonghua Liu, Jiexin Pu, Yong Qiu, Moli Zhang, Xiaoli Zhang, Guangjun Huang
A Kernel Two-Phase Test Sample Sparse Representation for Face Recognition. Int. J. Pattern Recognit. Artif. Intell. 30 (1) (2016)
Zhonghua Liu, Chunlei Yang, Jiexin Pu, Gang Liu, Sen Liu
Robust Minimum Squared Error Classification Algorithm with Applications to Face Recognition. KSII Trans. Internet Inf. Syst. 10 (1) (2016)
Zheng Zhang, Long Wang, Qi Zhu, Zhonghua Liu, Yan Chen
Noise modeling and representation based classification methods for face recognition. Neurocomputing 148 (2015)
Zhonghua Liu, Jiexin Pu, Meiyu Xu, Yong Qiu
Face Recognition Via Weighted Two Phase Test Sample Sparse Representation. Neural Process. Lett. 41 (1) (2015)
Zhonghua Liu, Cheng Jiang, Juyun Wang, Hua Yu
The node importance in actual complex networks based on a multi-attribute ranking method. Knowl. Based Syst. 84 (2015)
Zhonghua Liu, Xuhui Zhao, Tao Huang, Jiexin Pu, Yanna Si
Enhanced collaborative representation based Classification. ICIA (2014)
Qingqing Lu, Jiexin Pu, Zhonghua Liu
Feature Extraction and Automatic Material Classification of Underground Objects from Ground Penetrating Radar Data. J. Electr. Comput. Eng. 2014 (2014)
Shibin Wang, Guoying Li, Xuefeng Chen, Yi Xia, Zhonghua Liu
Matching demodulation transform with applications to feature extraction of rotor rub-impact fault. I2MTC (2013)
Zhonghua Liu, Haixia Zhao, Jiexin Pu, Hui Wang
Face recognition under varying illumination. Neural Comput. Appl. 23 (1) (2013)
Zhonghua Liu, Jiexin Pu, Tao Huang, Yong Qiu
A novel classification method for palmprint recognition based on reconstruction error and normalized distance. Appl. Intell. 39 (2) (2013)
Juan Wang, Qi Gu, Jie Hao, Donghui Bai, Lei Liu, Xiao-Yang Zhao, Zhonghua Liu, Liu Wang, Qi Zhou
Generation of Induced Pluripotent Stem Cells with High Efficiency from Human Umbilical Cord Blood Mononuclear Cells. Genom. Proteom. Bioinform. 11 (5) (2013)
Wenteng He, Qingran Kong, Yongqian Shi, Bingteng Xie, Mingxia Jiao, Tianqing Huang, Shimeng Guo, Kui Hu, Zhonghua Liu
Generation and Developmental Characteristics of Porcine Tetraploid Embryos and Tetraploid/diploid Chimeric Embryos. Genom. Proteom. Bioinform. 11 (5) (2013)
Zhonghua Liu, Jingyan Wang, Jiaju Man, Yongping Li, Xinge You, Chao Wang
Self-adaptive local Fisher discriminant analysis for semi-supervised image recognition. Int. J. Biom. 4 (4) (2012)
Lingfei Liang, Ziliang Ping, Zhonghua Liu
Edge detection via window empirical mode decomposition. FSKD (2012)
Jun Yin, Zhonghua Liu, Zhong Jin, Wankou Yang
Kernel sparse representation based classification. Neurocomputing 77 (1) (2012)
Zhonghua Liu, Jingyan Wang, Yongping Li, Ying Zhang, Chao Wang
Quantized image patches co-occurrence matrix: a new statistical approach for texture classification using image patch exemplars. ICDIP (2011)
Zhonghua Liu, Hua Yu, Jie Sui, Degang Liu, Juyun Wang
A research on vehicle scheduling problem to rescue the victims from chemical and biological terrorist attacks. ICAL (2011)
Zhonghua Liu, Jingbo Zhou, Zhong Jin
Face Recognition Based on Illumination Adaptive LDA. ICPR (2010)
Zhonghua Liu, Jingbo Zhou, Jun Yin, Zhong Jin
Face recognition based on the quotient image method and sparse representation. ICNC (2010)
Peng Yu, Jian-wei Lv, Jian-jun Yang, Zhonghua Liu
The Selection of Navy Vessel's Support Alternatives in Operation Cycle by Cost-Effectiveness Analysis. ICEE (2010)
E. Zhang, Yanshan Li, Mingli Liu, Zhonghua Liu
Modeling and Optimizing of Human Upper Limb Posture of Mechanical System Human-Machine Interface. ICIRA (1) (2008)

Zhonghua Liu.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Zhonghua Liu