Zhifang Liao

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 62

Top Topics

Clustering Ensemble

Myocardial Infarction

Visual Analytics

Top Venues

Comput. Methods Programs Biomed.

Publications

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 (2024)
Hao Gu, Shichao Zhang, Qiao Huang, Zhifang Liao, Jiakun Liu, David Lo
Self-Admitted Technical Debts Identification: How Far Are We? SANER (2024)
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)
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)
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)
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 (2023)
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 (2023)
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 (2023)
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 (2023)
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) (2023)
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 (2023)
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)
Zhifang Liao, Xuechun Huang, Bolin Zhang, Jinsong Wu, Yu Cheng
BDGOA: A bot detection approach for GitHub OAuth Apps. Intell. Converged Networks 4 (3) (2023)
Yuhan Ding, Weifang Xie, Kelvin K. L. 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 (2022)
Yuhan Ding, Weifang Xie, Kelvin K. L. Wong, Zhifang Liao
DE-MRI myocardial fibrosis segmentation and classification model based on multi-scale self-supervision and transformer. Comput. Methods Programs Biomed. 226 (2022)
Weifang Xie, Yuhan Ding, Zhifang Liao, Kelvin K. L. Wong
Unsupervised domain adaptive myocardial infarction MRI classification diagnostics model based on target domain confused sample resampling. Comput. Methods Programs Biomed. 226 (2022)
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 (2022)
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) (2021)
Zhifang Liao, Xin Xu, Xiaoping Fan, Yan Zhang, Song Yu
GRBMC: An effective crowdsourcing recommendation for workers groups. Expert Syst. Appl. 179 (2021)
Zhifang Liao, Yiqi Zhao, Xuechun Huang, Jinsong Wu
CMF Net: Detecting Objects in Infrared Traffic Image with Combination of Multiscale Features. GLOBECOM (2021)
Zhifang Liao, Wenlong Li, Yan Zhang, Song Yu
Detecting Duplicate Questions in Stack Overflow via Semantic and Relevance Approaches. APSEC (2021)
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) (2021)
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 (2021)
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 (2021)
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 (2021)
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 (2020)
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 (2020)
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)
Wuqian Lv, Zhifang Liao, Yan Zhang, Li Kuang, Ying Chen, Shuixiu Bi
How to Construct Software Knowledge Graph: A Case Study. SERVICES (2020)
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) (2020)
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 (2020)
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 (2020)
Zhifang Liao, Xinle Yu
Image Super Resolution Reconstructed By Coupling Dictionary And Clustered Image Blocks. ICVIP (2020)
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)
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) (2020)
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) (2019)
Zhifang Liao, Ningwei Wang, Shengzong Liu, Yan Zhang, Hui Liu, Qi Zhang
Identification-Method Research for Open-Source Software Ecosystems. Symmetry 11 (2) (2019)
Zhifang Liao, Haihui Pan
Short-term Load Forecasting with Dense Average Network. CoRR (2019)
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 (2019)
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 (2019)
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) (2019)
Zhifang Liao, Xin Xu, Peng Lan, Jun Long, Yan Zhang
A Recommendation of Crowdsourcing Workers Based on Multi-community Collaboration. ICSOC (2019)
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) (2019)
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)
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) (2018)
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) (2018)
Song Yu, Li Xu, Yan Zhang, Jinsong Wu, Zhifang Liao, Yanbing Li
NBSL: A Supervised Classification Model of Pull Request in Github. ICC (2018)
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)
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 (2018)
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)
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) (2017)
Zhifang Liao, Haozhi Jin, Yifan Li, Benhong Zhao, Jinsong Wu, Shengzong Liu
DevRank: Mining Influential Developers In Github. CoRR (2017)
Zhifang Liao, Yanbing Li, Jinsong Wu, Dayu He, Xiaoping Fan, Yan Zhang
Topic-based Integrator Matching for Pull Request. CoRR (2017)
Zhifang Liao, Haozhi Jin, Yifan Li, Benhong Zhao, Jinsong Wu, Shengzong Liu
DevRank: Mining Influential Developers in Github. GLOBECOM (2017)
Lifeng Yang, Liangming Chen, Ningwei Wang, Zhifang Liao
Routing Optimization Algorithms Based on Node Compression in Big Data Environment. Sci. Program. 2017 (2017)
Xiaoping Fan, Zhijie Chen, Fei Cai, Jinsong Wu, Shengzong Liu, Zhining Liao, Zhifang Liao
Local Core Members Aided Community Structure Detection. CoRR (2017)
Jianping An, Kai Yang, Jinsong Wu, Neng Ye, Song Guo, Zhifang Liao
Achieve Sustainable Ultra-Dense Heterogeneous Networks for 5G. CoRR (2017)
Xiaoping Fan, Zhijie Chen, Liangkun Zhu, Zhifang Liao, Bencai Fu
A Novel Hybrid Similarity Calculation Model. Sci. Program. 2017 (2017)
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 (2017)
Zhifang Liao, Yanbing Li, Dayu He, Jinsong Wu, Yan Zhang, Xiaoping Fan
Topic-Based Integrator Matching for Pull Request. GLOBECOM (2017)
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 (2016)
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) (2016)
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) (2015)
Limin Liu, Zhifang Liao, Zhining Liao
An efficient clustering ensemble selection algorithm. Int. J. Auton. Adapt. Commun. Syst. 8 (2/3) (2015)
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) (2015)
Zhifang Liao, Yanni Peng, Yong Li, Xing Liang, Ying Zhao
A web-based visual analytics system for air quality monitoring data. Geoinformatics (2014)
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)
Xiaoping Fan, Zhijie Chen, Zhifang Liao
An New Algorithm on Feature Selection with L-Norm PCA. HPCC/EUC (2013)
Yun Zhou, Xiaoping Fan, Zhifang Liao
Research on Geometry Modeling for Biomedical Simulation. FSKD (2012)
Xiaoping Fan, Yueshan Xie, Zhifang Liao, Xiaoqing Li, Li-min Liu
A Weighted Cluster Ensemble Algorithm Based on Graph. TrustCom (2011)
Miao Zhang, Chris H. Q. Ding, Zhifang Liao
Tensor Fold-in Algorithms for Social Tagging Prediction. ICDM (2011)
Xiaoping Fan, Yun Zhou, Zhifang Liao, Shaoqiang Liu
Sphere control based Delaunay refinement tetrahedralization algorithm for soft tissue. FSKD (2010)
Zhifang Liao, Xiaoping Fan, Yun Zhou, Kezhun Liu
A Clustering Algorithm for Mixed Data Based on Lattice Theory. ICYCS (2008)
Zhifang Liao, Xiaoping Fan, Yun Zhou, Yueshan Xie, Zhining Liao
Clustering Auto-Fluorescence Spectrogram Data for Colorectal Carcinoma. CSSE (1) (2008)
Zhifang Liao, Xiaoping Fan, Xi Yang
Using Agent Towards Environment Awareness. IKE (2005)
Xiaoping Fan, Xiao Liu, Zhifang Liao, Gongde Guo
Research on Diagnostic System of Early Colorectal Carcinoma Based on Data Mining. DMIN (2005)
Weiru Liu, Zhining Liao, Jun Hong, Zhifang Liao
Determining Remote System Contention States in Query Processing over the Internet . Web Intelligence (2003)