Xiaofang Zhang

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 76

Top Topics

Computed Tomography Images

Reinforcement Learning

Defect Prediction

Quality Assessment

Top Venues

Inf. Softw. Technol.

Int. J. Softw. Eng. Knowl. Eng.

J. Softw. Evol. Process.

Publications

Shenzhi Yang, Li Zhang, Xiaofang Zhang
FastGAT: Simple and Efficient Graph Attention Neural Network with Global-Aware Adaptive Computational Node Attention. ICASSP (2024)
Rui Mao, Li Zhang, Xiaofang Zhang
Mutation-based data augmentation for software defect prediction. J. Softw. Evol. Process. 36 (6) (2024)
Xinyi Chen, Li Zhang, Lei Zhao, Xiaofang Zhang
Constrained feature weighting for semi-supervised learning. Appl. Intell. 54 (20) (2024)
Jinyi Huang, Xiaofang Zhang
Application of Fashion Element Trend Prediction Model Integrating AM and EfficientNet-b7 Models in Art Design. Scalable Comput. Pract. Exp. 25 (4) (2024)
Lixuan Li, Bin Liang, Lin Chen, Xiaofang Zhang
Cross-Modal Retrieval-enhanced code Summarization based on joint learning for retrieval and generation. Inf. Softw. Technol. 175 (2024)
Yifan Wu, Yao Tong, An Liu, Lei Zhao, Xiaofang Zhang
Mobile crowdsourced test report prioritization based on text and image understanding. J. Softw. Evol. Process. 36 (3) (2024)
Jun Wang, Yanhui Li, Zhifei Chen, Lin Chen, Xiaofang Zhang, Yuming Zhou
Knowledge Graph Driven Inference Testing for Question Answering Software. ICSE (2024)
Chuangwei Wang, Li Zhang, Xiaofang Zhang
Multi-grained contextual code representation learning for commit message generation. Inf. Softw. Technol. 167 (2024)
Yuyang Wei, Wei Chen, Xiaofang Zhang, Pengpeng Zhao, Jianfeng Qu, Lei Zhao
Multi-Modal Siamese Network for Few-Shot Knowledge Graph Completion. ICDE (2024)
Yifan Zhang, Arnav Vaibhav Malawade, Xiaofang Zhang, Yuhui Li, DongHwan Seong, Mohammad Abdullah Al Faruque, Sitao Huang
CARMA: Context-Aware Runtime Reconfiguration for Energy-Efficient Sensor Fusion. ISLPED (2023)
Lixuan Li, Jie Li, Yihui Xu, Hao Zhu, Xiaofang Zhang
Enhancing Code Summarization with Graph Embedding and Pre-Trained Model. Int. J. Softw. Eng. Knowl. Eng. 33 (11&12) (2023)
Gaojie Han, Wei Chen, Xiaofang Zhang, Jiajie Xu, An Liu, Lei Zhao
TKGF-NTP: Temporal Knowledge Graph Forecasting via Neural Temporal Point Process. ICWS (2023)
Jie Li, Lixuan Li, Hao Zhu, Xiaofang Zhang
GraphPLBART: Code Summarization Based on Graph Embedding and Pre-Trained Model. SEKE (2023)
Yifan Zhang, Arnav Vaibhav Malawade, Xiaofang Zhang, Yuhui Li, DongHwan Seong, Mohammad Abdullah Al Faruque, Sitao Huang
CARMA: Context-Aware Runtime Reconfiguration for Energy-Efficient Sensor Fusion. CoRR (2023)
Hao Zhu, Yichen Li, Jie Li, Xiaofang Zhang
An Efficient Design Smell Detection Approach with Inter-class Relation (S). SEKE (2023)
Xiaofang Zhang, Sumei Li
No Reference Stereoscopic Video Quality Assessment Considering Self-Attention and Different Resolution Level. ICECC (2023)
Haitao Liang, An Liu, Jianfeng Qu, Wei Chen, Xiaofang Zhang, Lei Zhao
Region-Aware Graph Convolutional Network for Traffic Flow Forecasting. DASFAA (4) (2023)
Weijun Gao, Xiaofang Zhang
Research on the Improvement of the DPoS Consensus Mechanism Based on the EigenTrust Trust Model. SPCNC (2023)
Jun Wang, Yanhui Li, Xiang Huang, Lin Chen, Xiaofang Zhang, Yuming Zhou
Back Deduction Based Testing for Word Sense Disambiguation Ability of Machine Translation Systems. ISSTA (2023)
Chuangwei Wang, Yifan Wu, Xiaofang Zhang
Mucha: Multi-channel based Code Change Representation Learning for Commit Message Generation. QRS (2023)
Bin Zhang, Xiaofang Zhang, Wenan Jiang, Hu Ding, Liqun Chen, Qinsheng Bi
Bursting oscillations induced by multiple coexisting attractors in a modified 3D van der Pol-Duffing system. Commun. Nonlinear Sci. Numer. Simul. 116 (2023)
Haiyang Huang, Falong Xiao, Xiaofang Zhang, Wanting Yan, Fumin Liu, Yuezhong Wu
Garbage Recognition Algorithm Based on Self-attention Mechanism and Deep Sorting. UbiSec (2022)
Bingting Wu, Xiaofang Zhang
Contrastive Learning for Multi-Modal Automatic Code Review. SEKE (2022)
Shuang Ma, Chengsen Liu, Zhihua Liu, Xiaofang Zhang, Yuechao Wang, Lianqing Liu, Tianlu Wang, Wenxue Wang
Characterization of Cellular Mechanical Properties Upon Drug Action Using a Dynamical System Model. ROBIO (2022)
Jinyi Huang, Xiaofang Zhang
Application of Computer Artificial Intelligence Online Video Tutoring Technology in University Practical Course Education. CIPAE (2022)
Xiaofang Zhang, Zhuowei Xu, Zhiheng Lin, Miaohui Wang
MSCI: A Multi-Source Composite Image Database for Compression Distortion Quality Assessment. VCIP (2022)
Di Liu, Yang Feng, Xiaofang Zhang, James A. Jones, Zhenyu Chen
Clustering Crowdsourced Test Reports of Mobile Applications Using Image Understanding. IEEE Trans. Software Eng. 48 (4) (2022)
Xiaofang Zhang, Bin Zhang, Xiaomin Liu, Jie Dong, Shujun Zhao, Suxiao Li
Accurate classification of nodules and non-nodules from computed tomography images based on radiomics and machine learning algorithms. Int. J. Imaging Syst. Technol. 32 (3) (2022)
Xinyue Yang, Xiaofang Zhang, Yao Tong
Simplified abstract syntax tree based semantic features learning for software change prediction. J. Softw. Evol. Process. 34 (4) (2022)
Huifang Feng, Xiaofang Zhang, Youji Xu
Multi-step Ahead Prediction of Traffic Speed Based on Attention-based CNN-LSTM-BiLSTM. DSIT (2022)
Junting Gou, Xiaofang Zhang, Yibo Xia, Qinsheng Bi
All Possible Bursting Attractors in the Neighborhood of Hopf Bifurcation Point Under Periodic Excitation. Int. J. Bifurc. Chaos 32 (6) (2022)
Xiaofang Zhang, Sumei Li
No Reference Stereoscopic Video Quality Assessment based on Human Vision System. VCIP (2022)
Yichen Li, Xiaofang Zhang
Multi-Label Code Smell Detection with Hybrid Model based on Deep Learning. SEKE (2022)
Yichen Li, An Liu, Lei Zhao, Xiaofang Zhang
Hybrid Model with Multi-Level Code Representation for Multi-Label Code Smell Detection (077). Int. J. Softw. Eng. Knowl. Eng. 32 (11&12) (2022)
Weiyuan Zhuang, Hao Wang, Xiaofang Zhang
Just-in-time defect prediction based on AST change embedding. Knowl. Based Syst. 248 (2022)
Bingting Wu, Xiaofang Zhang
Contrastive Learning for Multi-Modal Automatic Code Review. CoRR (2022)
Bingting Wu, Bin Liang, Xiaofang Zhang
Turn tree into graph: Automatic code review via simplified AST driven graph convolutional network. Knowl. Based Syst. 252 (2022)
Jiahao Zhao, Yibo Xia, Xiaofang Zhang, Qinsheng Bi
Influence of the Coexisting Attractors on the Slow-Fast Behaviors in the Fast Subsystem. Int. J. Bifurc. Chaos 32 (4) (2022)
Jun Wang, Xiaofang Zhang, Lin Chen, Xiaoyuan Xie
Personalizing label prediction for GitHub issues. Inf. Softw. Technol. 145 (2022)
Lan Huang, Xiaofang Zhang, Yan Wang, Xuping Xie
Research and Application of Reinforcement Learning Recommendation Method for Taobao. ISCC (2021)
Miaorong Zhang, Xiaofang Zhang, Qinsheng Bi
Slow-Fast Behaviors and Their Mechanism in a Periodically Excited Dynamical System with Double Hopf Bifurcations. Int. J. Bifurc. Chaos 31 (8) (2021)
Yao Tong, Xiaofang Zhang
Crowdsourced test report prioritization considering bug severity. Inf. Softw. Technol. 139 (2021)
Jun Wang, Xiaofang Zhang, Lin Chen
How well do pre-trained contextual language representations recommend labels for GitHub issues? Knowl. Based Syst. 232 (2021)
Xiaofang Zhang, Suxiao Li, Bin Zhang, Jie Dong, Shujun Zhao, Xiaomin Liu
Automatic detection and segmentation of lung nodules in different locations from CT images based on adaptive α-hull algorithm and DenseNet convolutional network. Int. J. Imaging Syst. Technol. 31 (4) (2021)
Hao Wang, Weiyuan Zhuang, Xiaofang Zhang
Software Defect Prediction Based on Gated Hierarchical LSTMs. IEEE Trans. Reliab. 70 (2) (2021)
Weiwei Xu, Xiaofang Zhang
Multi-Granularity Code Smell Detection using Deep Learning Method based on Abstract Syntax Tree. SEKE (2021)
Gao-Jie Han, Xiaofang Zhang, Hao Wang, Chen-Guang Mao
Curiosity-Driven Variational Autoencoder for Deep Q Network. PAKDD (1) (2020)
Song Chen, Junpeng Jiang, Xiaofang Zhang, Jin-Jin Wu, Gongzheng Lu
GAN-Based Planning Model in Deep Reinforcement Learning. ICANN (2) (2020)
Yang Li, Xiaofang Zhang, Yong Li, Bingjie Xu, Li Ma, Jie Yang, Wei Huang
High-throughput GPU layered decoder of multi-edge type low density parity check codes in continuous-variable quantum key distribution systems. CoRR (2020)
Chen-Guang Mao, Hao Wang, Gao-Jie Han, Xiaofang Zhang
Droidlens: Robust and Fine-Grained Detection for Android Code Smells. TASE (2020)
Zhen Wu, Zongzhang Zhang, Xiaofang Zhang
Recency-Weighted Acceleration for Continuous Control Through Deep Reinforcement Learning. ICONIP (2) (2020)
Junpeng Jiang, Can Zhu, Xiaofang Zhang
An Empirical Study on the Impact of Code Contributor on Code Smell. Int. J. Perform. Eng. 16 (7) (2020)
Yuying Li, Rui Hao, Yang Feng, James A. Jones, Xiaofang Zhang, Zhenyu Chen
CTRAS: a tool for aggregating and summarizing crowdsourced test reports. ISSTA (2019)
Xiaofang Zhang, Ze Shui Xu, Pei Jia Ren
A Novel Hybrid Correlation Measure for Probabilistic Linguistic Term Sets and Crisp Numbers and Its Application in Customer Relationship Management. Int. J. Inf. Technol. Decis. Mak. 18 (2) (2019)
Xiaofang Zhang, Xunjie Gou, Zeshui Xu, Huchang Liao
A projection method for multiple attribute group decision making with probabilistic linguistic term sets. Int. J. Mach. Learn. Cybern. 10 (9) (2019)
Hao Wang, Xiaofang Zhang, Bin Liang, Qian Zhou, Baowen Xu
Gated Hierarchical LSTMs for Target-Based Sentiment Analysis. Int. J. Softw. Eng. Knowl. Eng. 28 (11-12) (2018)
Di Liu, Xiaofang Zhang, Yang Feng, James A. Jones
Generating descriptions for screenshots to assist crowdsourced testing. SANER (2018)
Xiaofang Zhang, Qian Zhou, Tieke He, Bin Liang
Con-CNAME: A Contextual Multi-armed Bandit Algorithm for Personalized Recommendations. ICANN (2) (2018)
Song Chen, Xiaofang Zhang, Jin-Jin Wu, Di Liu
Averaged-A3C for Asynchronous Deep Reinforcement Learning. ICONIP (3) (2018)
Can Zhu, Xiaofang Zhang, Yang Feng, Lin Chen
An Empirical Study of the Impact of Code Smell on File Changes. QRS (2018)
Haiyong Chen, Huifang Zhao, Da Han, Haowei Yan, Xiaofang Zhang, Kun Liu
Robust Crack Defect Detection in Inhomogeneously Textured Surface of Near Infrared Images. PRCV (1) (2018)
Xiaofang Zhang, Xiaoli Lin, Rana Aamir Raza Ashfaq
Impact of Different Random Initializations on Generalization Performance of Extreme Learning Machine. J. Comput. 13 (7) (2018)
Xiaofang Zhang, Bin Liang, Qian Zhou, Hao Wang, Baowen Xu
A Gated Hierarchical LSTMs for Target-based Sentiment Analysis. SEKE (2018)
Haiyong Chen, Xiaofang Zhang, Jiali Liu, Huifang Zhao, Peng Yang
Robust Visual Detection for Vague Scratches defect in inhomogeneous surface. ICAC (2018)
Nan Zhao, Xiaofang Zhang, Lijun Zhang
不平衡数据分类研究综述 (Overview of Imbalanced Data Classification). 计算机科学 45 (6A) (2018)
Chunrong Fang, Qingkai Shi, Yang Feng, Zicong Liu, Xiaofang Zhang, Baowen Xu
Predicate Interpretation Analysis Based on Soot. SEKE (2017)
Xiaofang Zhang, Hongwei Du, Bensheng Qiu, Shanshan Chen
Fast sparsity adaptive multipath matching pursuit for compressed sensing problems. J. Electronic Imaging 26 (3) (2017)
Niaona Zhang, Xiaofang Zhang, Wenjing Niu
The electronic differential terminal sliding mode control based on genetic algorithm. IECON (2017)
Xiaofang Zhang, Yida Zhou, Can Zhu
An Empirical Study of the Impact of Bad Designs on Defect Proneness. SATE (2017)
Qian Zhou, Xiaofang Zhang, Jin Xu, Bin Liang
Large-Scale Bandit Approaches for Recommender Systems. ICONIP (1) (2017)
Jiangcai Wang, Weihua Lin, En Cao, Xuefeng Xu, Wenjie Liang, Xiaofang Zhang
Surface Plasmon Resonance Sensors on Raman and Fluorescence Spectroscopy. Sensors 17 (12) (2017)
Xin Ma, Ning Wang, Peizhang Xie, Jungui Zhou, Xiaofang Zhang, Chunrong Fang
An Automated Testing Platform for Mobile Applications. QRS Companion (2016)
Zongzhang Zhang, Qi-ming Fu, Xiaofang Zhang, Quan Liu
Reasoning and predicting POMDP planning complexity via covering numbers. Frontiers Comput. Sci. 10 (4) (2016)
Xiaofang Zhang, Xiaoyuan Xie, Tsong Yueh Chen
Test Case Prioritization Using Adaptive Random Sequence with Category-Partition-Based Distance. QRS (2016)
Shuhua You, Quan Liu, Zongzhang Zhang, Hui Wang, Xiaofang Zhang
Intelligent Model Learning Based on Variance for Bayesian Reinforcement Learning. ICTAI (2015)
Fei Zhu, Quan Liu, Xiaofang Zhang, Bairong Shen
Protein-Protein Interaction Network Constructing Based on Text Mining and Reinforcement Learning with Application to Prostate Cancer. TrustCom/BigDataSE/ISPA (1) (2015)
Fei Zhu, Quan Liu, Xiaofang Zhang, Bairong Shen
Protein-protein interaction network constructing based on text mining and reinforcement learning with application to prostate cancer. BIBM (2014)
Xiaofang Zhang, Tsong Yueh Chen, Huai Liu
An Application of Adaptive Random Sequence in Test Case Prioritization. SEKE (2014)
Yunxiao Zou, Chunrong Fang, Zhenyu Chen, Xiaofang Zhang, Zhihong Zhao
A Hybrid Coverage Criterion for DynamicWeb Testing (S). SEKE (2013)
Xiaofang Zhang, Meng Lin, Deping Zhang
A learning strategy for software testing optimization based on dynamic programming. Internetware (2012)
Liang Kai, Xiaofang Zhang, Xiao Zhang
Research on Energy Consumption of General Network Storage System. NAS (2011)
Xiaofang Zhang, Bo Qu
An Improved Metric for Test Case Prioritization. WISA (2011)
Huan-Huan Song, Shu-zong Wang, Li-Bing Shao, Li Chen, Xiaofang Zhang
Fast Navigation-Placement Tree Algorithm For Reconfigurable Computing System. Intell. Autom. Soft Comput. 17 (5) (2011)
Ju Qian, Lin Chen, Baowen Xu, Xiaofang Zhang
Contribution-based call stack abstraction for call string based pointer analysis. Inf. Softw. Technol. 53 (6) (2011)
Xiaofang Zhang, Huamao Shan, Ju Qian
Resource-Aware Test Suite Optimization. QSIC (2009)
Ju Qian, Zifeng Cui, Baowen Xu, Xiaofang Zhang
Contribution-Based Call Stack Abstraction and Its Application in Pointer Analysis of AspectJ Programs. APSEC (2009)
Zhaoliang Zhang, Guangquan Zhang, Xiaofang Zhang, Jianxi Fan
TAP: An Adjustable Planar Structure for Adaptive Topology Control in Wireless Ad Hoc Networks. ICC (2009)
Xiaofang Zhang, Baowen Xu, Zhenyu Chen, Changhai Nie, Leifang Li
An Empirical Evaluation of Test Suite Reduction for Boolean Specification-Based Testing (Short Paper). QSIC (2008)
Zhenyu Chen, Baowen Xu, Xiaofang Zhang, Changhai Nie
A novel approach for test suite reduction based on requirement relation contraction. SAC (2008)
Liying Lang, Xiaofang Zhang
Identification of Traceability Barcode Based on Phase Correlation Algorithm. CCTA (3) (2008)
Zhenyu Chen, Xiaofang Zhang, Baowen Xu
A Degraded ILP Approach for Test Suite Reduction. SEKE (2008)
Bo Qu, Changhai Nie, Baowen Xu, Xiaofang Zhang
A Dynamic Adjusting Method for Test Case Prioritization. SEKE (2008)
Zhuoyong Zhang, Xiaofang Zhang, Peter de B. Harrington
Support Vector Regression and Radial Basis Function Neural Networks Applied to Semi-quantitative Prediction of Rhubarbs. ICNC (1) (2007)
Xiaofang Zhang, Changhai Nie, Baowen Xu, Bo Qu
Test Case Prioritization Based on Varying Testing Requirement Priorities and Test Case Costs. QSIC (2007)
Bo Qu, Changhai Nie, Baowen Xu, Xiaofang Zhang
Test Case Prioritization for Black Box Testing. COMPSAC (1) (2007)
Baowen Xu, Ju Qian, Xiaofang Zhang, Zhongqiang Wu, Lin Chen
A brief survey of program slicing. ACM SIGSOFT Softw. Eng. Notes 30 (2) (2005)
Xiaofang Zhang, Michal Young, John Howard Eli Fiskio-Lasseter
Refining code-design mapping with flow analysis. SIGSOFT FSE (2004)