Pengcheng Zhang

Orcid: 0000-0003-3594-408X

Affiliations:
  • Hohai University, College of Computer Science and Software Engineering, Nanjing, China
  • Southeast University, China (PhD 2010)


According to our database1, Pengcheng Zhang authored at least 114 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
IABC-TCG: Improved artificial bee colony algorithm-based test case generation for smart contracts.
J. Softw. Evol. Process., December, 2024

<i>SGDL</i>: Smart contract vulnerability generation via deep learning.
J. Softw. Evol. Process., December, 2024

SCAnoGenerator: Automatic Anomaly Injection for Ethereum Smart Contracts.
IEEE Trans. Software Eng., November, 2024

Space-Time-Aware Proactive QoS Monitoring for Mobile Edge Computing.
IEEE Trans. Netw. Serv. Manag., October, 2024

Mobility-Aware and Privacy-Protecting QoS Optimization in Mobile Edge Networks.
IEEE Trans. Mob. Comput., February, 2024

Mineral prediction based on prototype learning.
Comput. Geosci., February, 2024

Dependency-Aware Task Offloading Based on Application Hit Ratio.
IEEE Trans. Serv. Comput., 2024

Dynamic Adaptive Federated Learning on Local Long-Tailed Data.
IEEE Trans. Serv. Comput., 2024

Swift and Accurate Mobility-Aware QoS Forecasting for Mobile Edge Environments.
IEEE Trans. Serv. Comput., 2024

Toward Stealthy Backdoor Attacks Against Speech Recognition via Elements of Sound.
IEEE Trans. Inf. Forensics Secur., 2024

Interpretable spatial-temporal attention convolutional network for rainfall forecasting.
Comput. Geosci., 2024

Geo-Hgan: Unsupervised anomaly detection in geochemical data via latent space learning.
Comput. Geosci., 2024

Data-driven and knowledge-guided denoising diffusion model for flood forecasting.
Expert Syst. Appl., 2024

RITFIS: Robust input testing framework for LLMs-based intelligent software.
CoRR, 2024

Resource Aware Multi-User Task Offloading In Mobile Edge Computing.
Proceedings of the IEEE International Conference on Web Services, 2024

QoS Optimization via Computation Offloading in Metaverse Environment.
Proceedings of the IEEE International Conference on Web Services, 2024

Scribble-Supervised Semantic Segmentation with Prototype-based Feature Augmentation.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Audio Steganography Based Backdoor Attack for Speech Recognition Software.
Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024

Gradient-Guided Test Case Generation for Image Classification Software.
Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024

Dynamic Adaptive User Allocation in Mobile Edge Computing.
Proceedings of the IEEE International Conference on Software Services Engineering, 2024

2023
BiAn: Smart Contract Source Code Obfuscation.
IEEE Trans. Software Eng., September, 2023

Adversarial example-based test case generation for black-box speech recognition systems.
Softw. Test. Verification Reliab., August, 2023

A survey on smart contract vulnerabilities: Data sources, detection and repair.
Inf. Softw. Technol., July, 2023

Test-Case Generation for Data Flow Testing of Smart Contracts Based on Improved Genetic Algorithm.
IEEE Trans. Reliab., March, 2023

Privacy-Aware Forecasting of Quality of Service in Mobile Edge Computing.
IEEE Trans. Serv. Comput., 2023

Towards Stealthy Backdoor Attacks against Speech Recognition via Elements of Sound.
CoRR, 2023

LEAP: Efficient and Automated Test Method for NLP Software.
Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering, 2023

Ponzi Scheme Detection Based on Control Flow Graph Feature Extraction.
Proceedings of the IEEE International Conference on Web Services, 2023

Discovering Structural Errors From Business Process Event Logs (Extended Abstract).
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Test Case Generation for Cross-Blockchain Smart Contract.
Proceedings of the 30th Asia-Pacific Software Engineering Conference, 2023

2022
CAGFuzz: Coverage-Guided Adversarial Generative Fuzzing Testing for Image-Based Deep Learning Systems.
IEEE Trans. Software Eng., 2022

Privacy-Preserving QoS Forecasting in Mobile Edge Environments.
IEEE Trans. Serv. Comput., 2022

M-BSRM: Multivariate BayeSian Runtime QoS Monitoring Using Point Mutual Information.
IEEE Trans. Serv. Comput., 2022

Discovering Structural Errors From Business Process Event Logs.
IEEE Trans. Knowl. Data Eng., 2022

VSVC: Backdoor attack against Keyword Spotting based on Voiceprint Selection and Voice Conversion.
CoRR, 2022

PBSM: Backdoor attack against Keyword spotting based on pitch boosting and sound masking.
CoRR, 2022

Multi-Class Prediction of Mineral Resources Based on Deep Learning.
IEEE Access, 2022

Mobility-Aware Proactive QoS Monitoring for Mobile Edge Computing.
Proceedings of the Service-Oriented Computing - 20th International Conference, 2022

Bytecode Obfuscation for Smart Contracts.
Proceedings of the 29th Asia-Pacific Software Engineering Conference, 2022

Data Flow Reduction Based Test Case Generation for Smart Contracts.
Proceedings of the 29th Asia-Pacific Software Engineering Conference, 2022

2021
LA-LMRBF: Online and Long-Term Web Service QoS Forecasting.
IEEE Trans. Serv. Comput., 2021

Self-Healing Event Logs.
IEEE Trans. Knowl. Data Eng., 2021

FunkR-pDAE: Personalized Project Recommendation Using Deep Learning.
IEEE Trans. Emerg. Top. Comput., 2021

RSDF-AM-LSTM: Regional Scale Division Rainfall Forecasting Using Attention and LSTM.
Trans. Data Sci., 2021

Mobility and Dependence-Aware QoS Monitoring in Mobile Edge Computing.
IEEE Trans. Cloud Comput., 2021

Surface and high-altitude combined rainfall forecasting using convolutional neural network.
Peer-to-Peer Netw. Appl., 2021

Verifiable Model Construction for Business Processes.
Int. J. Softw. Eng. Knowl. Eng., 2021

Smart Contract Vulnerability Detection Using Code Representation Fusion.
Proceedings of the 28th Asia-Pacific Software Engineering Conference, 2021

Heuristic-word-selection Genetic Algorithm for Generating Natural Language Adversarial Examples.
Proceedings of the 2021 IEEE International Conference on Artificial Intelligence Testing, 2021

Evolutionary Generation of Test Case for Deep Neural Network Based on Coverage Guidance.
Proceedings of the 2021 IEEE International Conference on Artificial Intelligence Testing, 2021

2020
Short-Term Rainfall Forecasting Using Multi-Layer Perceptron.
IEEE Trans. Big Data, 2020

Interpretable spatio-temporal attention LSTM model for flood forecasting.
Neurocomputing, 2020

Quality Assurance Technologies of Big Data Applications: A Systematic Literature Review.
CoRR, 2020

Multivariate QoS Monitoring in Mobile Edge Computing based on Bayesian Classifier and Rough Set.
Proceedings of the 2020 IEEE International Conference on Web Services, 2020

Security-Aware QoS Forecasting in Mobile Edge Computing based on Federated Learning.
Proceedings of the 2020 IEEE International Conference on Web Services, 2020

A Framework and DataSet for Bugs in Ethereum Smart Contracts.
Proceedings of the IEEE International Conference on Software Maintenance and Evolution, 2020

ADF-GA: Data Flow Criterion Based Test Case Generation for Ethereum Smart Contracts.
Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Workshops, Seoul, Republic of Korea, 27 June, 2020

Source Code Obfuscation for Smart Contracts.
Proceedings of the 27th Asia-Pacific Software Engineering Conference, 2020

2019
SolidityCheck : Quickly Detecting Smart Contract Problems Through Regular Expressions.
CoRR, 2019

CAGFuzz: Coverage-Guided Adversarial Generative Fuzzing Testing of Deep Learning Systems.
CoRR, 2019

Urban Street Cleanliness Assessment Using Mobile Edge Computing and Deep Learning.
IEEE Access, 2019

Test Case Selection for All-Uses Criterion-Based Regression Testing of Composite Service.
IEEE Access, 2019

Condition-Guided Adversarial Generative Testing for Deep Learning Systems.
Proceedings of the IEEE International Conference On Artificial Intelligence Testing, 2019

Neural Network Based Test Case Generation for Data-Flow Oriented Testing.
Proceedings of the IEEE International Conference On Artificial Intelligence Testing, 2019

2018
Automatic generation of predictive monitors from scenario-based specifications.
Inf. Softw. Technol., 2018

IgS-wBSRM: A time-aware Web Service QoS monitoring approach in dynamic environments.
Inf. Softw. Technol., 2018

Weighted Bayesian Runtime Monitor: A Novel QoS Monitoring Approach Sensitive to Environmental Factors.
Int. J. Softw. Eng. Knowl. Eng., 2018

Android-SRV: Scenario-Based Runtime Verification of Android Applications.
Int. J. Softw. Eng. Knowl. Eng., 2018

SmartClean: Smart City Street Cleanliness System Using Multi-Level Assessment Model - Research Notes.
Int. J. Softw. Eng. Knowl. Eng., 2018

A deep belief network based precipitation forecast approach using multiple environmental factors.
Intell. Data Anal., 2018

A Novel QoS Prediction Approach for Cloud Services Using Bayesian Network Model.
IEEE Access, 2018

Time Series Similarity Search Based on Positive and Negative Query.
Proceedings of the Big Data - BigData 2018, 2018

2017
Efficient Alignment Between Event Logs and Process Models.
IEEE Trans. Serv. Comput., 2017

RBF-MLMR: A Multi-Label Metamorphic Relation Prediction Approach Using RBF Neural Network.
IEEE Access, 2017

Data quality in big data processing: Issues, solutions and open problems.
Proceedings of the 2017 IEEE SmartWorld, 2017

A Web Service QoS Forecasting Approach Based on Multivariate Time Series.
Proceedings of the 2017 IEEE International Conference on Web Services, 2017

A Survey on Quality Assurance Techniques for Big Data Applications.
Proceedings of the Third IEEE International Conference on Big Data Computing Service and Applications, 2017

On Building a Big Data Analysis System for California Drought.
Proceedings of the Third IEEE International Conference on Big Data Computing Service and Applications, 2017

A Deep-Learning Based Precipitation Forecasting Approach Using Multiple Environmental Factors.
Proceedings of the 2017 IEEE International Congress on Big Data, 2017

AHWCI: A Prototype Tool for Identifying High-Level Workflow Changes.
Proceedings of the 24th Asia-Pacific Software Engineering Conference Workshops, 2017

2016
A New Symbolization and Distance Measure Based Anomaly Mining Approach for Hydrological Time Series.
Int. J. Web Serv. Res., 2016

An Automatic Recovery Mechanism for Cloud Service Composition.
Int. J. Web Serv. Res., 2016

Model based verification of dynamically evolvable service oriented systems.
Sci. China Inf. Sci., 2016

A Novel QoS Prediction Approach for Cloud Service Based on Bayesian Networks Model.
Proceedings of the 2016 IEEE International Conference on Mobile Services, MS 2016, San Francisco, CA, USA, June 27, 2016

Effa: a proM plugin for recovering event logs.
Proceedings of the 8th Asia-Pacific Symposium on Internetware, 2016

A Combinational QoS-Prediction Approach Based on RBF Neural Network.
Proceedings of the IEEE International Conference on Services Computing, 2016

Test Case Selection for Data Flow Based Regression Testing of BPEL Composite Services.
Proceedings of the IEEE International Conference on Services Computing, 2016

2015
A Novel QoS Monitoring Approach Sensitive to Environmental Factors.
Proceedings of the 2015 IEEE International Conference on Web Services, 2015

Heuristic Recovery of Missing Events in Process Logs.
Proceedings of the 2015 IEEE International Conference on Web Services, 2015

Hydrological Big Data Prediction Based on Similarity Search and Improved BP Neural Network.
Proceedings of the 2015 IEEE International Congress on Big Data, New York City, NY, USA, June 27, 2015

2014
Multi-measure Similarity Searching for Time Series.
J. Comput., 2014

Hierarchical timed automata based verification of dynamic evolution process in open environments.
Proceedings of the International Conference on Software and Systems Process 2014, 2014

Hydrological Time Series Anomaly Mining Based on Symbolization and Distance Measure.
Proceedings of the 2014 IEEE International Congress on Big Data, Anchorage, AK, USA, June 27, 2014

2013
Web services property sequence chart monitor: a tool chain for monitoring BPEL-based web service composition with scenario-based specifications.
IET Softw., 2013

Bayesian Probabilistic Monitor: A New and Efficient Probabilistic Monitoring Approach Based on Bayesian Statistics.
Proceedings of the 2013 13th International Conference on Quality Software, 2013

Game-Based Monitors for Scenario-Based Specification.
Proceedings of the 2013 18th International Conference on Engineering of Complex Computer Systems, 2013

Sky-MCSP-R: An Efficient Graph-Based Web Service Composition Approach.
Proceedings of the 20th Asia-Pacific Software Engineering Conference, 2013

2012
Comparing and Improving the Synthesis of State-Based Specifications from Scenario-Based Specifications.
Int. J. Softw. Eng. Knowl. Eng., 2012

Predicting Failures in Dynamic Composite Services with Proactive Monitoring Technique.
Proceedings of the Eighth IEEE World Congress on Services, 2012

2011
Monitoring of Probabilistic Timed Property Sequence Charts.
Softw. Pract. Exp., 2011

Run-time systems failure prediction via proactive monitoring.
Proceedings of the 26th IEEE/ACM International Conference on Automated Software Engineering (ASE 2011), 2011

2010
A classification and comparison of model checking software architecture techniques.
J. Syst. Softw., 2010

Timed Property Sequence Chart.
J. Syst. Softw., 2010

Model and Verification of WS-CDL Based on UML Diagrams.
Int. J. Softw. Eng. Knowl. Eng., 2010

WS-PSC Monitor: A Tool Chain for Monitoring Temporal and Timing Properties in Composite Service Based on Property Sequence Chart.
Proceedings of the Runtime Verification - First International Conference, 2010

2009
Monitoring probabilistic properties.
Proceedings of the 7th joint meeting of the European Software Engineering Conference and the ACM SIGSOFT International Symposium on Foundations of Software Engineering, 2009

A Formal Syntax for Probabilistic Timed Property Sequence Charts.
Proceedings of the ASE 2009, 2009

Monitoring BPEL-Based Web Service Composition Using AOP.
Proceedings of the 8th IEEE/ACIS International Conference on Computer and Information Science, 2009

2008
Data-Enriched Modeling and Verification of WS-CDL Based on UML Models.
Proceedings of the 2008 IEEE International Conference on Web Services (ICWS 2008), 2008

A Timed Extension of Property Sequence Chart.
Proceedings of the 11th IEEE High Assurance Systems Engineering Symposium, 2008

A PSC-Based Approach to Monitor the Timed Properties in Web Service Compositions.
Proceedings of the 32nd Annual IEEE International Computer Software and Applications Conference, 2008

An Approach to Monitor Scenario-Based Temporal Properties in Web Service Compositions.
Proceedings of the Advanced Web and NetworkTechnologies, and Applications, 2008

Extending PSC for Monitoring the Timed Properties in Composite Services.
Proceedings of the 15th Asia-Pacific Software Engineering Conference (APSEC 2008), 2008

2007
A service-oriented methodology supporting automatic synthesis and verification of component behavior model.
Proceedings of the 8th ACIS International Conference on Software Engineering, 2007


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