Xiaofang Zhang

Orcid: 0000-0002-8667-0456

According to our database1, Xiaofang Zhang authored at least 88 papers between 2004 and 2024.

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Bibliography

2024
Mutation-based data augmentation for software defect prediction.
J. Softw. Evol. Process., June, 2024

Mobile crowdsourced test report prioritization based on text and image understanding.
J. Softw. Evol. Process., March, 2024

Multi-grained contextual code representation learning for commit message generation.
Inf. Softw. Technol., March, 2024

Knowledge Graph Driven Inference Testing for Question Answering Software.
Proceedings of the 46th IEEE/ACM International Conference on Software Engineering, 2024

2023
Enhancing Code Summarization with Graph Embedding and Pre-Trained Model.
Int. J. Softw. Eng. Knowl. Eng., 2023

Bursting oscillations induced by multiple coexisting attractors in a modified 3D van der Pol-Duffing system.
Commun. Nonlinear Sci. Numer. Simul., 2023

Research on the Improvement of the DPoS Consensus Mechanism Based on the EigenTrust Trust Model.
Proceedings of the 2nd International Conference on Signal Processing, 2023

An Efficient Design Smell Detection Approach with Inter-class Relation (S).
Proceedings of the 35th International Conference on Software Engineering and Knowledge Engineering, 2023

GraphPLBART: Code Summarization Based on Graph Embedding and Pre-Trained Model.
Proceedings of the 35th International Conference on Software Engineering and Knowledge Engineering, 2023

Mucha: Multi-channel based Code Change Representation Learning for Commit Message Generation.
Proceedings of the 23rd IEEE International Conference on Software Quality, 2023

Back Deduction Based Testing for Word Sense Disambiguation Ability of Machine Translation Systems.
Proceedings of the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2023

CARMA: Context-Aware Runtime Reconfiguration for Energy-Efficient Sensor Fusion.
Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2023

TKGF-NTP: Temporal Knowledge Graph Forecasting via Neural Temporal Point Process.
Proceedings of the IEEE International Conference on Web Services, 2023

No Reference Stereoscopic Video Quality Assessment Considering Self-Attention and Different Resolution Level.
Proceedings of the 6th International Conference on Electronics, 2023

Region-Aware Graph Convolutional Network for Traffic Flow Forecasting.
Proceedings of the Database Systems for Advanced Applications, 2023

2022
Clustering Crowdsourced Test Reports of Mobile Applications Using Image Understanding.
IEEE Trans. Software Eng., 2022

Simplified abstract syntax tree based semantic features learning for software change prediction.
J. Softw. Evol. Process., 2022

Just-in-time defect prediction based on AST change embedding.
Knowl. Based Syst., 2022

Turn tree into graph: Automatic code review via simplified AST driven graph convolutional network.
Knowl. Based Syst., 2022

Personalizing label prediction for GitHub issues.
Inf. Softw. Technol., 2022

Accurate classification of nodules and non-nodules from computed tomography images based on radiomics and machine learning algorithms.
Int. J. Imaging Syst. Technol., 2022

Hybrid Model with Multi-Level Code Representation for Multi-Label Code Smell Detection (077).
Int. J. Softw. Eng. Knowl. Eng., 2022

Influence of the Coexisting Attractors on the Slow-Fast Behaviors in the Fast Subsystem.
Int. J. Bifurc. Chaos, 2022

All Possible Bursting Attractors in the Neighborhood of Hopf Bifurcation Point Under Periodic Excitation.
Int. J. Bifurc. Chaos, 2022

MSCI: A Multi-Source Composite Image Database for Compression Distortion Quality Assessment.
Proceedings of the IEEE International Conference on Visual Communications and Image Processing, 2022

No Reference Stereoscopic Video Quality Assessment based on Human Vision System.
Proceedings of the IEEE International Conference on Visual Communications and Image Processing, 2022

Garbage Recognition Algorithm Based on Self-attention Mechanism and Deep Sorting.
Proceedings of the Ubiquitous Security - Second International Conference, 2022

Contrastive Learning for Multi-Modal Automatic Code Review.
Proceedings of the 34th International Conference on Software Engineering and Knowledge Engineering, 2022

Multi-Label Code Smell Detection with Hybrid Model based on Deep Learning.
Proceedings of the 34th International Conference on Software Engineering and Knowledge Engineering, 2022

Characterization of Cellular Mechanical Properties Upon Drug Action Using a Dynamical System Model.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2022

Multi-step Ahead Prediction of Traffic Speed Based on Attention-based CNN-LSTM-BiLSTM.
Proceedings of the 5th International Conference on Data Science and Information Technology, 2022

Application of Computer Artificial Intelligence Online Video Tutoring Technology in University Practical Course Education.
Proceedings of the International Conference on Computers, 2022

2021
Software Defect Prediction Based on Gated Hierarchical LSTMs.
IEEE Trans. Reliab., 2021

How well do pre-trained contextual language representations recommend labels for GitHub issues?
Knowl. Based Syst., 2021

Crowdsourced test report prioritization considering bug severity.
Inf. Softw. Technol., 2021

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., 2021

Slow-Fast Behaviors and Their Mechanism in a Periodically Excited Dynamical System with Double Hopf Bifurcations.
Int. J. Bifurc. Chaos, 2021

Multi-Granularity Code Smell Detection using Deep Learning Method based on Abstract Syntax Tree.
Proceedings of the 33rd International Conference on Software Engineering and Knowledge Engineering, 2021

Research and Application of Reinforcement Learning Recommendation Method for Taobao.
Proceedings of the IEEE Symposium on Computers and Communications, 2021

2020
An Empirical Study on the Impact of Code Contributor on Code Smell.
Int. J. Perform. Eng., 2020

High-throughput GPU layered decoder of multi-edge type low density parity check codes in continuous-variable quantum key distribution systems.
CoRR, 2020

Droidlens: Robust and Fine-Grained Detection for Android Code Smells.
Proceedings of the International Symposium on Theoretical Aspects of Software Engineering, 2020

Curiosity-Driven Variational Autoencoder for Deep Q Network.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020

Recency-Weighted Acceleration for Continuous Control Through Deep Reinforcement Learning.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

GAN-Based Planning Model in Deep Reinforcement Learning.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020

2019
A projection method for multiple attribute group decision making with probabilistic linguistic term sets.
Int. J. Mach. Learn. Cybern., 2019

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., 2019

CTRAS: a tool for aggregating and summarizing crowdsourced test reports.
Proceedings of the 28th ACM SIGSOFT International Symposium on Software Testing and Analysis, 2019

2018
不平衡数据分类研究综述 (Overview of Imbalanced Data Classification).
计算机科学, 2018

Impact of Different Random Initializations on Generalization Performance of Extreme Learning Machine.
J. Comput., 2018

Gated Hierarchical LSTMs for Target-Based Sentiment Analysis.
Int. J. Softw. Eng. Knowl. Eng., 2018

Generating descriptions for screenshots to assist crowdsourced testing.
Proceedings of the 25th International Conference on Software Analysis, 2018

An Empirical Study of the Impact of Code Smell on File Changes.
Proceedings of the 2018 IEEE International Conference on Software Quality, 2018

Robust Crack Defect Detection in Inhomogeneously Textured Surface of Near Infrared Images.
Proceedings of the Pattern Recognition and Computer Vision - First Chinese Conference, 2018

Averaged-A3C for Asynchronous Deep Reinforcement Learning.
Proceedings of the Neural Information Processing - 25th International Conference, 2018

Robust Visual Detection for Vague Scratches defect in inhomogeneous surface.
Proceedings of the 24th International Conference on Automation and Computing, 2018

Con-CNAME: A Contextual Multi-armed Bandit Algorithm for Personalized Recommendations.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

2017
Surface Plasmon Resonance Sensors on Raman and Fluorescence Spectroscopy.
Sensors, 2017

Fast sparsity adaptive multipath matching pursuit for compressed sensing problems.
J. Electronic Imaging, 2017

Predicate Interpretation Analysis Based on Soot.
Proceedings of the 29th International Conference on Software Engineering and Knowledge Engineering, 2017

An Empirical Study of the Impact of Bad Designs on Defect Proneness.
Proceedings of the 2017 International Conference on Software Analysis, 2017

The electronic differential terminal sliding mode control based on genetic algorithm.
Proceedings of the IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, October 29, 2017

Large-Scale Bandit Approaches for Recommender Systems.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

2016
Reasoning and predicting POMDP planning complexity via covering numbers.
Frontiers Comput. Sci., 2016

Test Case Prioritization Using Adaptive Random Sequence with Category-Partition-Based Distance.
Proceedings of the 2016 IEEE International Conference on Software Quality, 2016

An Automated Testing Platform for Mobile Applications.
Proceedings of the 2016 IEEE International Conference on Software Quality, 2016

2015
Protein-Protein Interaction Network Constructing Based on Text Mining and Reinforcement Learning with Application to Prostate Cancer.
Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015

Intelligent Model Learning Based on Variance for Bayesian Reinforcement Learning.
Proceedings of the 27th IEEE International Conference on Tools with Artificial Intelligence, 2015

2014
An Application of Adaptive Random Sequence in Test Case Prioritization.
Proceedings of the 26th International Conference on Software Engineering and Knowledge Engineering, 2014

2013
A Hybrid Coverage Criterion for DynamicWeb Testing (S).
Proceedings of the 25th International Conference on Software Engineering and Knowledge Engineering, 2013

2012
A learning strategy for software testing optimization based on dynamic programming.
Proceedings of the Fourth Asia-Pacific Symposium on Internetware, 2012

2011
Contribution-based call stack abstraction for call string based pointer analysis.
Inf. Softw. Technol., 2011

Fast Navigation-Placement Tree Algorithm For Reconfigurable Computing System.
Intell. Autom. Soft Comput., 2011

Research on Energy Consumption of General Network Storage System.
Proceedings of the Sixth International Conference on Networking, Architecture, and Storage, 2011

An Improved Metric for Test Case Prioritization.
Proceedings of the 8th Web Information Systems and Applications Conference, 2011

2009
Resource-Aware Test Suite Optimization.
Proceedings of the Ninth International Conference on Quality Software, 2009

TAP: An Adjustable Planar Structure for Adaptive Topology Control in Wireless Ad Hoc Networks.
Proceedings of IEEE International Conference on Communications, 2009

Contribution-Based Call Stack Abstraction and Its Application in Pointer Analysis of AspectJ Programs.
Proceedings of the 16th Asia-Pacific Software Engineering Conference, 2009

2008
A Dynamic Adjusting Method for Test Case Prioritization.
Proceedings of the Twentieth International Conference on Software Engineering & Knowledge Engineering (SEKE'2008), 2008

A Degraded ILP Approach for Test Suite Reduction.
Proceedings of the Twentieth International Conference on Software Engineering & Knowledge Engineering (SEKE'2008), 2008

A novel approach for test suite reduction based on requirement relation contraction.
Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008

An Empirical Evaluation of Test Suite Reduction for Boolean Specification-Based Testing (Short Paper).
Proceedings of the Eighth International Conference on Quality Software, 2008

Identification of Traceability Barcode Based on Phase Correlation Algorithm.
Proceedings of the Computer and Computing Technologies in Agriculture II, Volume 3, 2008

2007
Test Case Prioritization Based on Varying Testing Requirement Priorities and Test Case Costs.
Proceedings of the Seventh International Conference on Quality Software (QSIC 2007), 2007

Support Vector Regression and Radial Basis Function Neural Networks Applied to Semi-quantitative Prediction of Rhubarbs.
Proceedings of the Third International Conference on Natural Computation, 2007

Test Case Prioritization for Black Box Testing.
Proceedings of the 31st Annual International Computer Software and Applications Conference, 2007

2005
A brief survey of program slicing.
ACM SIGSOFT Softw. Eng. Notes, 2005

2004
Refining code-design mapping with flow analysis.
Proceedings of the 12th ACM SIGSOFT International Symposium on Foundations of Software Engineering, 2004, Newport Beach, CA, USA, October 31, 2004


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