Zheng Zheng

Orcid: 0000-0001-7922-9067

Affiliations:
  • Beihang University, Department of Automatic Control, School of Automation Science and Electrical Engineering, Beijing, China
  • Chinese Academy of Sciences, Institute of Computing Technology, Key Laboratory of Intelligent Information Processing, Beijing, China (PhD 2006)


According to our database1, Zheng Zheng authored at least 102 papers between 2004 and 2024.

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Bibliography

2024
Data Complexity: A New Perspective for Analyzing the Difficulty of Defect Prediction Tasks.
ACM Trans. Softw. Eng. Methodol., July, 2024

Coverage-guided fuzzing for deep reinforcement learning systems.
J. Syst. Softw., April, 2024

Manifold embedded instance selection to suppress negative transfer in motor imagery-based brain-computer interface.
Biomed. Signal Process. Control., February, 2024

How About Bug-Triggering Paths? - Understanding and Characterizing Learning-Based Vulnerability Detectors.
IEEE Trans. Dependable Secur. Comput., 2024

Deep semi-supervised learning for recovering traceability links between issues and commits.
J. Syst. Softw., 2024

Multi-granularity coverage criteria for deep reinforcement learning systems.
J. Syst. Softw., 2024

Cross-project concurrency bug prediction using domain-adversarial neural network.
J. Syst. Softw., 2024

Metamorphic Relation Generation: State of the Art and Visions for Future Research.
CoRR, 2024

PCART: Automated Repair of Python API Parameter Compatibility Issues.
CoRR, 2024

Domain Generalization for Zero-calibration BCIs with Knowledge Distillation-based Phase Invariant Feature Extraction.
CoRR, 2024

A novel deep transfer learning framework integrating general and domain-specific features for EEG-based brain-computer interface.
Biomed. Signal Process. Control., 2024

Adaptive Metamorphic Testing for Object Detection Systems.
Proceedings of the 24th IEEE International Conference on Software Quality, 2024

DRLFailureMonitor: A Dynamic Failure Monitoring Approach for Deep Reinforcement Learning System.
Proceedings of the 35th IEEE International Symposium on Software Reliability Engineering, 2024

How Does Pre-trained Language Model Perform on Deep Learning Framework Bug Prediction?
Proceedings of the 2024 IEEE/ACM 46th International Conference on Software Engineering: Companion Proceedings, 2024

2023
Application of metamorphic testing on UAV path planning software.
J. Syst. Softw., October, 2023

Predicting Aging-Related Bugs Using Network Analysis on Aging-Related Dependency Networks.
IEEE Trans. Emerg. Top. Comput., 2023

Editorial: Software Reliability and Dependability Engineering.
IEEE Trans. Dependable Secur. Comput., 2023

An Empirical Study to Identify Software Aging Indicators for Android OS.
Proceedings of the 23rd IEEE International Conference on Software Quality, 2023

Mitigating Overfitting for Deep Learning-based Aging-related Bug Prediction via Brain-inspired Regularization in Spiking Neural Networks.
Proceedings of the 34th IEEE International Symposium on Software Reliability Engineering, ISSRE 2023, 2023

2022
Theoretical and Empirical Analyses of the Effectiveness of Metamorphic Relation Composition.
IEEE Trans. Software Eng., 2022

A Phase-Type Expansion Approach for the Performability of Composite Web Services.
IEEE Trans. Reliab., 2022

SPE$^{2}$: Self-Paced Ensemble of Ensembles for Software Defect Prediction.
IEEE Trans. Reliab., 2022

DeepSIM: Deep Semantic Information-Based Automatic Mandelbug Classification.
IEEE Trans. Reliab., 2022

A residual convolutional neural network based approach for real-time path planning.
Knowl. Based Syst., 2022

Enhancing Traceability Link Recovery with Unlabeled Data.
Proceedings of the IEEE 33rd International Symposium on Software Reliability Engineering, 2022

Taxonomy of Aging-related Bugs in Deep Learning Libraries.
Proceedings of the IEEE 33rd International Symposium on Software Reliability Engineering, 2022

2021
Availability Analysis of Systems Deploying Sequences of Environmental-Diversity-Based Recovery Methods.
IEEE Trans. Reliab., 2021

Use of Metamorphic Relations as Knowledge Carriers to Train Deep Neural Networks.
CoRR, 2021

An Empirical Study on Test Case Prioritization Metrics for Deep Neural Networks.
Proceedings of the 21st IEEE International Conference on Software Quality, 2021

Nondeterministic Impact of CPU Multithreading on Training Deep Learning Systems.
Proceedings of the 32nd IEEE International Symposium on Software Reliability Engineering, 2021

An Empirical Study on Common Bugs in Deep Learning Compilers.
Proceedings of the 32nd IEEE International Symposium on Software Reliability Engineering, 2021

Manifold Trial Selection to Reduce Negative Transfer in Motor Imagery-based Brain-Computer Interface.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Follow-up Test Cases are Better Than Source Test Cases in Metamorphic Testing: A Preliminary Study.
Proceedings of the 6th IEEE/ACM International Workshop on Metamorphic Testing, 2021

2020
An Empirical Study of Regression Bug Chains in Linux.
IEEE Trans. Reliab., 2020

Stress Testing With Influencing Factors to Accelerate Data Race Software Failures.
IEEE Trans. Reliab., 2020

Familial Clustering for Weakly-Labeled Android Malware Using Hybrid Representation Learning.
IEEE Trans. Inf. Forensics Secur., 2020

Markov Regenerative Models of WebServers for Their User-Perceived Availability and Bottlenecks.
IEEE Trans. Dependable Secur. Comput., 2020

Guest editorial: special issue on modeling and mitigation techniques for software aging.
Softw. Qual. J., 2020

Using Metamorphic Testing to Evaluate DNN Coverage Criteria.
Proceedings of the 2020 IEEE International Symposium on Software Reliability Engineering Workshops, 2020

Exploring the Characteristics of Spectra Distribution and Their Impacts on Fault Localization.
Proceedings of the EASE '20: Evaluation and Assessment in Software Engineering, 2020

An Empirical Study of Code Deobfuscations on Detecting Obfuscated Android Piggybacked Apps.
Proceedings of the 27th Asia-Pacific Software Engineering Conference, 2020

2019
An Empirical Study of Fault Triggers in the Linux Operating System: An Evolutionary Perspective.
IEEE Trans. Reliab., 2019

Studying Aging-Related Bug Prediction Using Cross-Project Models.
IEEE Trans. Reliab., 2019

Two-Level Rejuvenation for Android Smartphones and Its Optimization.
IEEE Trans. Reliab., 2019

Robustness of spectrum-based fault localisation in environments with labelling perturbations.
J. Syst. Softw., 2019

An Adaptive Control Method for Resource Provisioning with Resource Utilization Constraints in Cloud Computing.
Int. J. Comput. Intell. Syst., 2019

Adaptive Multivariable Control for Multiple Resource Allocation of Service-Based Systems in Cloud Computing.
IEEE Access, 2019

Testing Graph Searching Based Path Planning Algorithms by Metamorphic Testing.
Proceedings of the 24th IEEE Pacific Rim International Symposium on Dependable Computing, 2019

A Visualization Analytical Framework for Software Fault Localization Metrics.
Proceedings of the 24th IEEE Pacific Rim International Symposium on Dependable Computing, 2019

Supervised Representation Learning Approach for Cross-Project Aging-Related Bug Prediction.
Proceedings of the 30th IEEE International Symposium on Software Reliability Engineering, 2019

2018
A Fortification Model for Decentralized Supply Systems and Its Solution Algorithms.
IEEE Trans. Reliab., 2018

Survey on computational-intelligence-based UAV path planning.
Knowl. Based Syst., 2018

Exploring the usefulness of unlabelled test cases in software fault localization.
J. Syst. Softw., 2018

Parallel construction of interprocedural memory SSA form.
J. Syst. Softw., 2018

A Cooperative Network Interdiction Model and Its Optimization Solution Algorithm.
Int. J. Comput. Intell. Syst., 2018

An Empirical Study on Software Aging Indicators Prediction in Android Mobile.
Proceedings of the 2018 IEEE International Symposium on Software Reliability Engineering Workshops, 2018

A Theoretical Analysis on the Impacts of Misestimated Test Cases.
Proceedings of the 5th International Conference on Dependable Systems and Their Applications, 2018

2017
Semi-Markov Models of Composite Web Services for their Performance, Reliability and Bottlenecks.
IEEE Trans. Serv. Comput., 2017

A theoretical analysis on cloning the failed test cases to improve spectrum-based fault localization.
J. Syst. Softw., 2017

基于测试充分性准则的非死锁并发缺陷定位方法 (Non-deadlock Concurrency Fault Localization Approach Based on Adequate Test Criteria).
计算机科学, 2017

An Empirical Investigation of Fault Triggers in Android Operating System.
Proceedings of the 22nd IEEE Pacific Rim International Symposium on Dependable Computing, 2017

A Rejuvenation Strategy of Two-Granularity Software Based on Adaptive Control.
Proceedings of the 22nd IEEE Pacific Rim International Symposium on Dependable Computing, 2017

Experience Report: Fault Triggers in Linux Operating System: from Evolution Perspective.
Proceedings of the 28th IEEE International Symposium on Software Reliability Engineering, 2017

Understanding the Impacts of Influencing Factors on Time to a DataRace Software Failure.
Proceedings of the 28th IEEE International Symposium on Software Reliability Engineering, 2017

Testing Proportional-Integral-Derivative (PID) Controller with Metamorphic Testing.
Proceedings of the 2017 IEEE International Symposium on Software Reliability Engineering Workshops, 2017

The Automatic Classification of Fault Trigger Based Bug Report.
Proceedings of the 2017 IEEE International Symposium on Software Reliability Engineering Workshops, 2017

An empirical study on robustness of UAV path planning algorithms considering position uncertainty.
Proceedings of the 12th International Conference on Intelligent Systems and Knowledge Engineering, 2017

2016
The more obstacle information sharing, the more effective real-time path planning?
Knowl. Based Syst., 2016

An Empirical Study of Software Aging Manifestations in Android.
Proceedings of the 2016 IEEE International Symposium on Software Reliability Engineering Workshops, 2016

Exploring the Instability of Spectra Based Fault Localization Performance.
Proceedings of the 40th IEEE Annual Computer Software and Applications Conference, 2016

Augmented-MRAC for quadrotor UAVs with parameter change.
Proceedings of the IEEE International Conference on Advanced Intelligent Mechatronics, 2016

2015
A new solution algorithm for solving rule-sets based bilevel decision problems.
Concurr. Comput. Pract. Exp., 2015

Cross-Project Aging Related Bug Prediction.
Proceedings of the 2015 IEEE International Conference on Software Quality, 2015

FLAVS: A Fault Localization Add-In for Visual Studio.
Proceedings of the 1st IEEE/ACM International Workshop on Complex Faults and Failures in Large Software Systems, 2015

Using Partition Information to Prioritize Test Cases for Fault Localization.
Proceedings of the 39th IEEE Annual Computer Software and Applications Conference, 2015

2014
A critical chains based distributed multi-project scheduling approach.
Neurocomputing, 2014

Protection issues for supply systems involving random attacks.
Comput. Oper. Res., 2014

An experimental study on firewall performance: Dive into the bottleneck for firewall effectiveness.
Proceedings of the 10th International Conference on Information Assurance and Security, 2014

2013
Bi-level programming based real-time path planning for unmanned aerial vehicles.
Knowl. Based Syst., 2013

Resource-constraint Multi-project Scheduling with Priorities and Uncertain Activity Durations.
Int. J. Comput. Intell. Syst., 2013

The r-interdiction median problem with probabilistic protection and its solution algorithm.
Comput. Oper. Res., 2013

Impacts of Test Suite's Class Imbalance on Spectrum-Based Fault Localization Techniques.
Proceedings of the 2013 13th International Conference on Quality Software, 2013

A Theoretical Study: The Impact of Cloning Failed Test Cases on the Effectiveness of Fault Localization.
Proceedings of the 2013 13th International Conference on Quality Software, 2013

Coincidental correctness: An interference or interface to successful fault localization?
Proceedings of the IEEE 24th International Symposium on Software Reliability Engineering, 2013

A Distributed Protective Approach for Multiechelon Supply Systems.
Proceedings of the IEEE 37th Annual Computer Software and Applications Conference, 2013

2012
Factorising the Multiple Fault Localization Problem: Adapting Single-Fault Localizer to Multi-fault Programs.
Proceedings of the 19th Asia-Pacific Software Engineering Conference, 2012

2011
An Algorithm for Solving Rule Sets-Based Bilevel Decision Problems.
Comput. Intell., 2011

A feedback based CRI approach to fuzzy reasoning.
Appl. Soft Comput., 2011

2010
Robustness of fuzzy operators in environments with random perturbations.
Soft Comput., 2010

Indoor autonomous hovering control for a small unmanned coaxial helicopter.
Proceedings of the 8th IEEE International Conference on Control and Automation, 2010

2009
Rule sets based bilevel decision model and algorithm.
Expert Syst. Appl., 2009

Propagation of Random Perturbations under Fuzzy Algebraic Operators.
Proceedings of the Knowledge Science, 2009

2008
Image Segmentation-oriented Tolerance Granular Computing Model.
Proceedings of the 2008 IEEE International Conference on Granular Computing, 2008

2007
AGrIP - Agent Grid Intelligence Platform.
Proceedings of the E-Service Intelligence: Methodologies, Technologies and Applications, 2007

Distributed Frequent Closed Itemsets Mining.
Proceedings of the Third International IEEE Conference on Signal-Image Technologies and Internet-Based System, 2007

2006
Granule Sets Based Bilevel Decision Model.
Proceedings of the Rough Sets and Knowledge Technology, First International Conference, 2006

Rule sets based bilevel decision model.
Proceedings of the Computer Science 2006, 2006

2005
Tolerance Relation Based Granular Space.
Proceedings of the Rough Sets, 2005

Tolerance granular space and its applications.
Proceedings of the 2005 IEEE International Conference on Granular Computing, 2005

2004
Granulation Based Image Texture Recognition.
Proceedings of the Rough Sets and Current Trends in Computing, 2004

Rough Set Based Image Texture Recognition Algorithm.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004

Efficient Attribute Reduction Algorithm.
Proceedings of the Artificial Intelligence Applications and Innovations, 2004


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