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2020 – today
- 2025
[j43]Song Yu
, Bugao Jiang, Danni Zhang, Zhifang Liao:
Cross-Community Question Relevance Prediction for Stack Overflow and GitHub. J. Univers. Comput. Sci. 31(1): 52-71 (2025)- 2024
- [j42]Zhifang Liao, Kun Wang, Zeng Qi, Shengzong Liu, Yan Zhang, Jianbiao He:
Classification of open source software bug report based on transfer learning. Expert Syst. J. Knowl. Eng. 41(5) (2024) - [j41]Yucheng Song, Jincan Wang, Yifan Ge, Lifeng Li, Jia Guo, Quanxing Dong, Zhifang Liao:
Medical image classification: Knowledge transfer via residual U-Net and vision transformer-based teacher-student model with knowledge distillation. J. Vis. Commun. Image Represent. 102: 104212 (2024) - [c32]Ke Sun, Pei Liu, Pengfei Li, Zhifang Liao:
ModWaveMLP: MLP-Based Mode Decomposition and Wavelet Denoising Model to Defeat Complex Structures in Traffic Forecasting. AAAI 2024: 9035-9043 - [c31]Yucheng Song, Yifan Ge, Jia Guo, Zhifang Liao, Lifeng Li:
Alternate Interaction Multi-Task Hierarchical Model for Medical Images. BIBM 2024: 2408-2413 - [c30]Yili Zheng, Zhifang Liao, Jia Guo, Song Yu:
Short-Term Blood Glucose Prediction Method Based on Signal Decomposition and Bidirectional Networks. ICIC (LNBI 1) 2024: 147-158 - [c29]Haihui Pan, Zhifang Liao, Wenrui Xie, Kun Han:
RMIB: Representation Matching Information Bottleneck for Matching Text Representations. ICML 2024 - [c28]Yucheng Song, Jincan Wang, Yifan Ge, Zhifang Liao, Peng Lan, Jia Guo, Lifeng Li:
Growing with the Help of Multiple Teachers: Lightweight and Noise-Resistant Student Model for Medical Image Classification. PRCV (14) 2024: 194-208 - [c27]Hao Gu, Shichao Zhang, Qiao Huang, Zhifang Liao, Jiakun Liu, David Lo:
Self-Admitted Technical Debts Identification: How Far Are We? SANER 2024: 804-815 - 2023
- [j40]Yucheng Song, Huaiyi Chen, Xiaomeng Song, Zhifang Liao, Yan Zhang:
STG-Net: A COVID-19 prediction network based on multivariate spatio-temporal information. Biomed. Signal Process. Control. 84: 104735 (2023) - [j39]Muhammad Ayoub, Zhifang Liao, Shabir Hussain, Lifeng Li, Chris W. J. Zhang, Kelvin K. L. Wong:
End to end vision transformer architecture for brain stroke assessment based on multi-slice classification and localization using computed tomography. Comput. Medical Imaging Graph. 109: 102294 (2023) - [j38]Muhammad Ayoub, Zhifang Liao, Lifeng Li, Kelvin Kian Loong Wong:
HViT: Hybrid vision inspired transformer for the assessment of carotid artery plaque by addressing the cross-modality domain adaptation problem in MRI. Comput. Medical Imaging Graph. 109: 102295 (2023) - [j37]Cong Lee, Zhifang Liao, Yuanzhe Li, Qing-Quan Lai, Yingying Guo, Jing Huang, Shuting Li, Yi Wang, Ruizheng Shi:
Placental MRI segmentation based on multi-receptive field and mixed attention separation mechanism. Comput. Methods Programs Biomed. 242: 107699 (2023) - [j36]Zhifang Liao, Fangying Fu, Yiqi Zhao, Sui Tan, Zhiwu Yu, Yan Zhang:
HSPM: A Better Model to Effectively Preventing Open-Source Projects from Dying. Comput. Syst. Sci. Eng. 47(1): 431-452 (2023) - [j35]Zhifang Liao, Jincheng Ai, Shaoqiang Liu, Yan Zhang, Shengzong Liu:
Blockchain-based mobile crowdsourcing model with task security and task assignment. Expert Syst. Appl. 211: 118526 (2023) - [j34]Zhifang Liao, Xuechun Huang, Bolin Zhang, Jinsong Wu, Yu Cheng:
BDGOA: A bot detection approach for GitHub OAuth Apps. Intell. Converged Networks 4(3): 181-197 (2023) - [c26]Zhifang Liao, Quanxing Dong, Yifan Ge, Wenlong Liu, Huaiyi Chen, Yucheng Song:
Knowledge Distillation of Attention and Residual U-Net: Transfer from Deep to Shallow Models for Medical Image Classification. PRCV (13) 2023: 162-173 - 2022
- [j33]Zhifang Liao, Yucheng Song, Shengbing Ren, Xiaomeng Song, Xiaoping Fan, Zhining Liao:
VOC-DL: Deep learning prediction model for COVID-19 based on VOC virus variants. Comput. Methods Programs Biomed. 224: 106981 (2022) - [j32]Yuhan Ding, Weifang Xie, Kelvin Kian Loong Wong, Zhifang Liao:
Classification of myocardial fibrosis in DE-MRI based on semi-supervised semantic segmentation and dual attention mechanism. Comput. Methods Programs Biomed. 225: 107041 (2022) - [j31]Yuhan Ding, Weifang Xie, Kelvin Kian Loong Wong, Zhifang Liao:
DE-MRI myocardial fibrosis segmentation and classification model based on multi-scale self-supervision and transformer. Comput. Methods Programs Biomed. 226: 107049 (2022) - [j30]Weifang Xie, Yuhan Ding, Zhifang Liao, Kelvin Kian Loong Wong:
Unsupervised domain adaptive myocardial infarction MRI classification diagnostics model based on target domain confused sample resampling. Comput. Methods Programs Biomed. 226: 107055 (2022) - 2021
- [j29]Zhifang Liao, Peng Lan, Xiaoping Fan, Benjamin Kelly, Aidan Innes, Zhining Liao:
SIRVD-DL: A COVID-19 deep learning prediction model based on time-dependent SIRVD. Comput. Biol. Medicine 138: 104868 (2021) - [j28]Zhifang Liao, Yiqi Zhao, Shengzong Liu, Yan Zhang, Limin Liu, Jun Long:
The Measurement of the Software Ecosystem's Productivity with GitHub. Comput. Syst. Sci. Eng. 36(1): 239-258 (2021) - [j27]Zhifang Liao, Xin Xu, Xiaoping Fan, Yan Zhang, Song Yu:
GRBMC: An effective crowdsourcing recommendation for workers groups. Expert Syst. Appl. 179: 115039 (2021) - [j26]Zhifang Liao, Haihui Pan, Xuechun Huang, Ronghui Mo, Xiaoping Fan, Huanwen Chen, Limin Liu, Yan Li:
Short-term load forecasting with dense average network. Expert Syst. Appl. 186: 115748 (2021) - [j25]Zhifang Liao, Haihui Pan, Xiaoping Fan, Yan Zhang, Li Kuang:
Multiple Wavelet Convolutional Neural Network for Short-Term Load Forecasting. IEEE Internet Things J. 8(12): 9730-9739 (2021) - [j24]Zhan Yang, Liu Yang, Osolo Ian Raymond, Lei Zhu, Wenti Huang, Zhifang Liao, Jun Long:
NSDH: A Nonlinear Supervised Discrete Hashing framework for large-scale cross-modal retrieval. Knowl. Based Syst. 217: 106818 (2021) - [c25]Zhifang Liao, Wenlong Li, Yan Zhang, Song Yu:
Detecting Duplicate Questions in Stack Overflow via Semantic and Relevance Approaches. APSEC 2021: 111-119 - [c24]Zhifang Liao, Yiqi Zhao, Xuechun Huang, Jinsong Wu:
CMF Net: Detecting Objects in Infrared Traffic Image with Combination of Multiscale Features. GLOBECOM 2021: 1-6 - 2020
- [j23]Li Kuang, Huan Zhang, Ruyi Shi, Zhifang Liao, Xiaoxian Yang:
A spam worker detection approach based on heterogeneous network embedding in crowdsourcing platforms. Comput. Networks 183: 107587 (2020) - [j22]Xuegong Chen, Jie Zhou, Zhifang Liao, Shengzong Liu, Yan Zhang:
A Novel Method to Rank Influential Nodes in Complex Networks Based on Tsallis Entropy. Entropy 22(8): 848 (2020) - [j21]Zhan Yang, Osolo Ian Raymond, Wenti Huang, Zhifang Liao, Lei Zhu, Jun Long:
Scalable deep asymmetric hashing via unequal-dimensional embeddings for image similarity search. Neurocomputing 412: 262-275 (2020) - [j20]Zhifang Liao, Zexuan Wu, Yanbing Li, Yan Zhang, Xiaoping Fan, Jinsong Wu:
Core-reviewer recommendation based on Pull Request topic model and collaborator social network. Soft Comput. 24(8): 5683-5693 (2020) - [j19]Zhifang Liao, Xiaofei Qi, Yan Zhang, Xiaoping Fan, Yun Zhou:
How to Evaluate the Productivity of Software Ecosystem: A Case Study in GitHub. Sci. Program. 2020: 8814247:1-8814247:13 (2020) - [j18]Shixiong Fan, Xingwei Liu, Ying Chen, Zhifang Liao, Yiqi Zhao, Huimin Luo, Haiwei Fan:
How to Construct a Power Knowledge Graph with Dispatching Data? Sci. Program. 2020: 8842463:1-8842463:10 (2020) - [c23]Zhifang Liao, Xinle Yu:
Image Super Resolution Reconstructed By Coupling Dictionary And Clustered Image Blocks. ICVIP 2020: 225-229 - [c22]Yilong Yang, Nafees Qamar, Peng Liu, Katarina Grolinger, Weiru Wang, Zhi Li, Zhifang Liao:
ServeNet: A Deep Neural Network for Web Services Classification. ICWS 2020: 168-175 - [c21]Wuqian Lv, Zhifang Liao, Yan Zhang, Li Kuang, Ying Chen, Shuixiu Bi:
How to Construct Software Knowledge Graph: A Case Study. SERVICES 2020: 145-150 - [c20]Liu Yang, Zhou Chen, Yiqing Feng, Zhifang Liao, Zhigang Hu, Jun Long:
WLeidenRDF: RDF Data Query Method based on Semantic-Enhanced Graph-Clustering Algorithm. TASE 2020: 33-40
2010 – 2019
- 2019
- [j17]Zhifang Liao, Le Gao, Tian Zhou, Xiaoping Fan, Yan Zhang, Jinsong Wu:
An Oil Painters Recognition Method Based on Cluster Multiple Kernel Learning Algorithm. IEEE Access 7: 26842-26854 (2019) - [j16]Xin Li, Xiaoping Fan, Xilong Qu, Guang Sun, Chen Yang, Biao Zuo, Zhifang Liao:
Curriculum Reform in Big Data Education at Applied Technical Colleges and Universities in China. IEEE Access 7: 125511-125521 (2019) - [j15]Xiaoping Fan, Zhijie Chen, Fei Cai, Jinsong Wu, Shengzong Liu, Zhining Liao, Zhifang Liao:
Local Core Members Aided Community Structure Detection. Mob. Networks Appl. 24(4): 1373-1381 (2019) - [j14]Zhifang Liao, Benhong Zhao, Shengzong Liu, Haozhi Jin, Dayu He, Liu Yang, Yan Zhang, Jinsong Wu:
A Prediction Model of the Project Life-Span in Open Source Software Ecosystem. Mob. Networks Appl. 24(4): 1382-1391 (2019) - [j13]Zhifang Liao, Mengjie Yi, Yan Wang, Shengzong Liu, Hui Liu, Yan Zhang, Yun Zhou:
Healthy or Not: A Way to Predict Ecosystem Health in GitHub. Symmetry 11(2): 144 (2019) - [j12]Zhifang Liao, Ningwei Wang, Shengzong Liu, Yan Zhang, Hui Liu, Qi Zhang:
Identification-Method Research for Open-Source Software Ecosystems. Symmetry 11(2): 182 (2019) - [c19]Zhifang Liao, Zexuan Wu, Jinsong Wu, Yan Zhang, Junyi Liu, Jun Long:
TIRR: A Code Reviewer Recommendation Algorithm with Topic Model and Reviewer Influence. GLOBECOM 2019: 1-6 - [c18]Zhifang Liao, Xin Xu, Peng Lan, Jun Long, Yan Zhang:
A Recommendation of Crowdsourcing Workers Based on Multi-community Collaboration. ICSOC 2019: 447-451 - [i6]Zhifang Liao, Haihui Pan:
Short-term Load Forecasting with Dense Average Network. CoRR abs/1912.03668 (2019) - 2018
- [j11]Zhifang Liao, Dayu He, Zhijie Chen, Xiaoping Fan, Yan Zhang, Shengzong Liu:
Exploring the Characteristics of Issue-Related Behaviors in GitHub Using Visualization Techniques. IEEE Access 6: 24003-24015 (2018) - [j10]Tijian Cai, Xiaoping Fan, Zhijie Chen, Zhifang Liao:
非共享多测量向量的稀疏表示分类模型 (Sparse Representation Classification Model Based on Non-shared Multiple Measurement Vectors). 计算机科学 45(3): 258-262 (2018) - [j9]Zhifang Liao, Libing Deng, Xiaoping Fan, Yan Zhang, Hui Liu, Xiaofei Qi, Yun Zhou:
Empirical Research on the Evaluation Model and Method of Sustainability of the Open Source Ecosystem. Symmetry 10(12): 747 (2018) - [c17]Zhifang Liao, Tianhui Song, Yan Wang, Xiaoping Fan, Yan Zhang:
User personalized label set extraction algorithm based on LDA and collaborative filtering in open source software community. CITS 2018: 1-5 - [c16]Song Yu, Li Xu, Yan Zhang, Jinsong Wu, Zhifang Liao, Yanbing Li:
NBSL: A Supervised Classification Model of Pull Request in Github. ICC 2018: 1-6 - [c15]Liu Yang, Tongyong Liu, Zhigang Hu, Zhifang Liao, Jun Long:
Min-Forest: Fast Reachability Indexing Approach for Large-Scale Graphs on Spark Platform. ICWS 2018: 437-454 - 2017
- [j8]Jianping An, Kai Yang, Jinsong Wu, Neng Ye, Song Guo, Zhifang Liao:
Achieving Sustainable Ultra-Dense Heterogeneous Networks for 5G. IEEE Commun. Mag. 55(12): 84-90 (2017) - [j7]Lifeng Yang, Liangming Chen, Ningwei Wang, Zhifang Liao:
Routing Optimization Algorithms Based on Node Compression in Big Data Environment. Sci. Program. 2017: 2056501:1-2056501:7 (2017) - [j6]Xiaoping Fan, Zhijie Chen, Liangkun Zhu, Zhifang Liao, Bencai Fu:
A Novel Hybrid Similarity Calculation Model. Sci. Program. 2017: 4379141:1-4379141:9 (2017) - [c14]Zhifang Liao, Haozhi Jin, Yifan Li, Benhong Zhao, Jinsong Wu, Shengzong Liu:
DevRank: Mining Influential Developers in Github. GLOBECOM 2017: 1-6 - [c13]Zhifang Liao, Yanbing Li, Dayu He, Jinsong Wu, Yan Zhang, Xiaoping Fan:
Topic-Based Integrator Matching for Pull Request. GLOBECOM 2017: 1-6 - [i5]Zhifang Liao, Yanbing Li, Jinsong Wu, Dayu He, Xiaoping Fan, Yan Zhang:
Topic-based Integrator Matching for Pull Request. CoRR abs/1710.10421 (2017) - [i4]Zhifang Liao, Haozhi Jin, Yifan Li, Benhong Zhao, Jinsong Wu, Shengzong Liu:
DevRank: Mining Influential Developers In Github. CoRR abs/1710.10427 (2017) - [i3]Xiaoping Fan, Zhijie Chen, Fei Cai, Jinsong Wu, Shengzong Liu, Zhining Liao, Zhifang Liao:
Local Core Members Aided Community Structure Detection. CoRR abs/1710.11539 (2017) - [i2]Zhifang Liao, Benhong Zhao, Shengzong Liu, Haozhi Jin, Dayu He, Liu Yang, Jinsong Wu, Yan Zhang:
A Prediction Model of the Project Life-span in Open Source Software Ecosystem. CoRR abs/1710.11540 (2017) - [i1]Jianping An, Kai Yang, Jinsong Wu, Neng Ye, Song Guo, Zhifang Liao:
Achieve Sustainable Ultra-Dense Heterogeneous Networks for 5G. CoRR abs/1711.05044 (2017) - 2016
- [j5]Zhifang Liao, Min Liu, Tianhui Song, Li Kuang, Yan Zhang, Zhining Liao:
Markov Chain-Like Model for Prediction Service Based on Improved Hierarchical Particle Swarm Optimization Cluster Algorithm. Int. J. Softw. Eng. Knowl. Eng. 26(4): 653- (2016) - [j4]Li Kuang, Zhifang Liao, Wentao Feng, Haoneng He, Bei Zhang:
Multimedia services quality prediction based on the association mining between context and QoS properties. Signal Process. 120: 767-776 (2016) - 2015
- [j3]Limin Liu, Zhifang Liao, Zhining Liao:
An efficient clustering ensemble selection algorithm. Int. J. Auton. Adapt. Commun. Syst. 8(2/3): 200-212 (2015) - [j2]Zhifang Liao, Limin Liu, Xiaoping Fan, Yueshan Xie, Zhining Liao, Yan Zhang:
An outlier mining algorithm based on approximate outlier factor. Int. J. Auton. Adapt. Commun. Syst. 8(2/3): 243-256 (2015) - [j1]Zhifang Liao, Yong Li, Yanni Peng, Ying Zhao, Fangfang Zhou, Zhining Liao, Sandra E. M. Dudley, Mohammad Ghavami:
A semantic-enhanced trajectory visual analytics for digital forensic. J. Vis. 18(2): 173-184 (2015) - 2014
- [c12]Zhifang Liao, Yanni Peng, Yong Li, Xing Liang, Ying Zhao:
A web-based visual analytics system for air quality monitoring data. Geoinformatics 2014: 1-6 - [c11]Ying Zhao, Yanni Peng, Wei Huang, Yong Li, Fangfang Zhou, Zhifang Liao, Kang Zhang:
A collaborative visual analytics of trajectory and transaction data for digital forensics: VAST 2014 Mini-Challenge 2: Award for outstanding visualization and analysis. IEEE VAST 2014: 371-372 - 2013
- [c10]Xiaoping Fan, Zhijie Chen, Zhifang Liao:
An New Algorithm on Feature Selection with L-Norm PCA. HPCC/EUC 2013: 1699-1703 - 2012
- [c9]Yun Zhou, Xiaoping Fan, Zhifang Liao:
Research on Geometry Modeling for Biomedical Simulation. FSKD 2012: 1367-1371 - 2011
- [c8]Miao Zhang, Chris H. Q. Ding, Zhifang Liao:
Tensor Fold-in Algorithms for Social Tagging Prediction. ICDM 2011: 1254-1259 - [c7]Xiaoping Fan, Yueshan Xie, Zhifang Liao, Xiaoqing Li, Li-min Liu:
A Weighted Cluster Ensemble Algorithm Based on Graph. TrustCom 2011: 1519-1523 - 2010
- [c6]Xiaoping Fan, Yun Zhou, Zhifang Liao, Shaoqiang Liu:
Sphere control based Delaunay refinement tetrahedralization algorithm for soft tissue. FSKD 2010: 2551-2557
2000 – 2009
- 2008
- [c5]Zhifang Liao, Xiaoping Fan, Yun Zhou, Yueshan Xie, Zhining Liao:
Clustering Auto-Fluorescence Spectrogram Data for Colorectal Carcinoma. CSSE (1) 2008: 694-697 - [c4]Zhifang Liao, Xiaoping Fan, Yun Zhou, Kezhun Liu:
A Clustering Algorithm for Mixed Data Based on Lattice Theory. ICYCS 2008: 1838-1842 - 2005
- [c3]Xiaoping Fan, Xiao Liu, Zhifang Liao, Gongde Guo:
Research on Diagnostic System of Early Colorectal Carcinoma Based on Data Mining. DMIN 2005: 279-282 - [c2]Zhifang Liao, Xiaoping Fan, Xi Yang:
Using Agent Towards Environment Awareness. IKE 2005: 354-357 - 2003
- [c1]Weiru Liu, Zhining Liao, Jun Hong, Zhifang Liao:
Determining Remote System Contention States in Query Processing over the Internet . Web Intelligence 2003: 351-357
Coauthor Index
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