Hongyu Zhang

According to our database1, Hongyu Zhang authored at least 126 papers between 2001 and 2019.

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2019
On the Multiple Sources and Privacy Preservation Issues for Heterogeneous Defect Prediction.
IEEE Trans. Software Eng., 2019

Does the fault reside in a stack trace? Assisting crash localization by predicting crashing fault residence.
Journal of Systems and Software, 2019

Heterogeneous defect prediction with two-stage ensemble learning.
Autom. Softw. Eng., 2019

Outage Prediction and Diagnosis for Cloud Service Systems.
Proceedings of the World Wide Web Conference, 2019

Cross-dataset Time Series Anomaly Detection for Cloud Systems.
Proceedings of the 2019 USENIX Annual Technical Conference, 2019

Robust log-based anomaly detection on unstable log data.
Proceedings of the ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2019

Towards more efficient meta-heuristic algorithms for combinatorial test generation.
Proceedings of the ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2019

Local Search with Efficient Automatic Configuration for Minimum Vertex Cover.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

A novel neural source code representation based on abstract syntax tree.
Proceedings of the 41st International Conference on Software Engineering, 2019

DeepPerf: performance prediction for configurable software with deep sparse neural network.
Proceedings of the 41st International Conference on Software Engineering, 2019

An empirical investigation of incident triage for online service systems.
Proceedings of the 41st International Conference on Software Engineering: Software Engineering in Practice, 2019

2018
Editorial: Special Section on Best Papers of PROMISE 2016.
Information & Software Technology, 2018

ChangeLocator: locate crash-inducing changes based on crash reports.
Empirical Software Engineering, 2018

Improving Service Availability of Cloud Systems by Predicting Disk Error.
Proceedings of the 2018 USENIX Annual Technical Conference, 2018

Predicting Node failure in cloud service systems.
Proceedings of the 2018 ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2018

Identifying impactful service system problems via log analysis.
Proceedings of the 2018 ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2018

BigIN4: Instant, Interactive Insight Identification for Multi-Dimensional Big Data.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Shaping program repair space with existing patches and similar code.
Proceedings of the 27th ACM SIGSOFT International Symposium on Software Testing and Analysis, 2018

Automatically answering API-related questions.
Proceedings of the 40th International Conference on Software Engineering: Companion Proceeedings, 2018

Deep code search.
Proceedings of the 40th International Conference on Software Engineering, 2018

Live path control flow integrity.
Proceedings of the 40th International Conference on Software Engineering: Companion Proceeedings, 2018

Live Path CFI Against Control Flow Hijacking Attacks.
Proceedings of the Information Security and Privacy - 23rd Australasian Conference, 2018

2017
Testing and Verification of Compilers (Dagstuhl Seminar 17502).
Dagstuhl Reports, 2017

Neural Programming by Example.
CoRR, 2017

DeepAM: Migrate APIs with Multi-modal Sequence to Sequence Learning.
CoRR, 2017

Developer recommendation on bug commenting: a ranking approach for the developer crowd.
SCIENCE CHINA Information Sciences, 2017

Heterogeneous Defect Prediction Through Multiple Kernel Learning and Ensemble Learning.
Proceedings of the 2017 IEEE International Conference on Software Maintenance and Evolution, 2017

Cross-project and within-project semi-supervised software defect prediction problems study using a unified solution.
Proceedings of the 39th International Conference on Software Engineering, 2017

Learning to prioritize test programs for compiler testing.
Proceedings of the 39th International Conference on Software Engineering, 2017

2016
Deep API Learning.
CoRR, 2016

Diversity maximization speedup for localizing faults in single-fault and multi-fault programs.
Autom. Softw. Eng., 2016

Bing developer assistant: improving developer productivity by recommending sample code.
Proceedings of the 24th ACM SIGSOFT International Symposium on Foundations of Software Engineering, 2016

Casper: an efficient approach to call trace collection.
Proceedings of the 43rd Annual ACM SIGPLAN-SIGACT Symposium on Principles of Programming Languages, 2016

Test Case Prioritization for Compilers: A Text-Vector Based Approach.
Proceedings of the 2016 IEEE International Conference on Software Testing, 2016

Log clustering based problem identification for online service systems.
Proceedings of the 38th International Conference on Software Engineering, 2016

iDice: problem identification for emerging issues.
Proceedings of the 38th International Conference on Software Engineering, 2016

An empirical comparison of compiler testing techniques.
Proceedings of the 38th International Conference on Software Engineering, 2016

Improving Failure Detection by Automatically Generating Test Cases Near the Boundaries.
Proceedings of the 40th IEEE Annual Computer Software and Applications Conference, 2016

How to tame your online services.
Proceedings of the Perspectives on Data Science for Software Engineering, 2016

Visual analytics for software engineering data.
Proceedings of the Perspectives on Data Science for Software Engineering, 2016

2015
Improving Software Quality and Productivity Leveraging Mining Techniques: [Summary of the Second Workshop on Software Mining, at ASE 2013].
ACM SIGSOFT Software Engineering Notes, 2015

Log2: A Cost-Aware Logging Mechanism for Performance Diagnosis.
Proceedings of the 2015 USENIX Annual Technical Conference, 2015

CodeHow: Effective Code Search Based on API Understanding and Extended Boolean Model (E).
Proceedings of the 30th IEEE/ACM International Conference on Automated Software Engineering, 2015

Learning to Log: Helping Developers Make Informed Logging Decisions.
Proceedings of the 37th IEEE/ACM International Conference on Software Engineering, 2015

An Empirical Study on Quality Issues of Production Big Data Platform.
Proceedings of the 37th IEEE/ACM International Conference on Software Engineering, 2015

2014
Locating Crashing Faults based on Crash Stack Traces.
CoRR, 2014

Querying sequential software engineering data.
Proceedings of the 22nd ACM SIGSOFT International Symposium on Foundations of Software Engineering, (FSE-22), Hong Kong, China, November 16, 2014

Mining key and referential constraints enforcement patterns.
Proceedings of the Symposium on Applied Computing, 2014

SymCrash: selective recording for reproducing crashes.
Proceedings of the ACM/IEEE International Conference on Automated Software Engineering, 2014

CrashLocator: locating crashing faults based on crash stacks.
Proceedings of the International Symposium on Software Testing and Analysis, 2014

Effective Bug Triage Based on Historical Bug-Fix Information.
Proceedings of the 25th IEEE International Symposium on Software Reliability Engineering, 2014

Boosting Bug-Report-Oriented Fault Localization with Segmentation and Stack-Trace Analysis.
Proceedings of the 30th IEEE International Conference on Software Maintenance and Evolution, Victoria, BC, Canada, September 29, 2014

ABOR: An Automatic Framework for Buffer Overflow Removal in C/C++Programs.
Proceedings of the Enterprise Information Systems - 16th International Conference, 2014

Automatic Removal of Buffer Overflow Vulnerabilities in C/C++ Programs.
Proceedings of the ICEIS 2014, 2014

Identifying Recurrent and Unknown Performance Issues.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Detecting infeasible branches based on code patterns.
Proceedings of the 2014 Software Evolution Week, 2014

Towards a Consistent Feature Model using OWL.
Proceedings of the Semantic Web Enabled Software Engineering, 2014

2013
Balancing Privacy and Utility in Cross-Company Defect Prediction.
IEEE Trans. Software Eng., 2013

Simulation of software maintenance process, with and without a work-in-process limit.
Journal of Software: Evolution and Process, 2013

Has this bug been reported?
Proceedings of the 20th Working Conference on Reverse Engineering, 2013

A cost-effectiveness criterion for applying software defect prediction models.
Proceedings of the Joint Meeting of the European Software Engineering Conference and the ACM SIGSOFT Symposium on the Foundations of Software Engineering, 2013

BugMap: a topographic map of bugs.
Proceedings of the Joint Meeting of the European Software Engineering Conference and the ACM SIGSOFT Symposium on the Foundations of Software Engineering, 2013

Mining succinct and high-coverage API usage patterns from source code.
Proceedings of the 10th Working Conference on Mining Software Repositories, 2013

Predicting bug-fixing time: an empirical study of commercial software projects.
Proceedings of the 35th International Conference on Software Engineering, 2013

Is This a Bug or an Obsolete Test?
Proceedings of the ECOOP 2013 - Object-Oriented Programming, 2013

2012
Sample-based software defect prediction with active and semi-supervised learning.
Autom. Softw. Eng., 2012

A Comparative Study of Scrum and Kanban Approaches on a Real Case Study Using Simulation.
Proceedings of the Agile Processes in Software Engineering and Extreme Programming, 2012

Diversity maximization speedup for fault localization.
Proceedings of the IEEE/ACM International Conference on Automated Software Engineering, 2012

Interactive fault localization leveraging simple user feedback.
Proceedings of the 28th IEEE International Conference on Software Maintenance, 2012

Where should the bugs be fixed? More accurate information retrieval-based bug localization based on bug reports.
Proceedings of the 34th International Conference on Software Engineering, 2012

ReBucket: A method for clustering duplicate crash reports based on call stack similarity.
Proceedings of the 34th International Conference on Software Engineering, 2012

Predicting defect numbers based on defect state transition models.
Proceedings of the 2012 ACM-IEEE International Symposium on Empirical Software Engineering and Measurement, 2012

Detection of Buffer Overflow Vulnerabilities in C/C++ with Pattern Based Limited Symbolic Evaluation.
Proceedings of the 36th Annual IEEE Computer Software and Applications Conference Workshops, 2012

Learning to rank duplicate bug reports.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Modeling and Verification of Context-Aware Systems.
Proceedings of the 19th Asia-Pacific Software Engineering Conference, 2012

2011
Checking enforcement of integrity constraints in database applications based on code patterns.
Journal of Systems and Software, 2011

ReLink: recovering links between bugs and changes.
Proceedings of the SIGSOFT/FSE'11 19th ACM SIGSOFT Symposium on the Foundations of Software Engineering (FSE-19) and ESEC'11: 13th European Software Engineering Conference (ESEC-13), 2011

Automated Extraction of Data Lifecycle Support from Database Applications.
Proceedings of the 23rd International Conference on Software Engineering & Knowledge Engineering (SEKE'2011), 2011

Integrating software engineering data using semantic web technologies.
Proceedings of the 8th International Working Conference on Mining Software Repositories, 2011

University-Industry Collaboration Journey towards Product Lines.
Proceedings of the Top Productivity through Software Reuse, 2011

Dealing with noise in defect prediction.
Proceedings of the 33rd International Conference on Software Engineering, 2011

Workshop on emerging trends in software metrics: (WETSoM 2011).
Proceedings of the 33rd International Conference on Software Engineering, 2011

2010
Monitoring Software Quality Evolution for Defects.
IEEE Software, 2010

2010 ICSE workshop on emerging trends in software metrics.
ACM SIGSOFT Software Engineering Notes, 2010

Measuring design complexity of semantic web ontologies.
Journal of Systems and Software, 2010

New Generation of Software Metrics.
Adv. Software Engineering, 2010

A Hybrid Approach to Feature-Oriented Programming in XVCL.
Proceedings of the Software Product Lines: Going Beyond - 14th International Conference, 2010

On the value of learning from defect dense components for software defect prediction.
Proceedings of the 6th International Conference on Predictive Models in Software Engineering, 2010

Sampling program quality.
Proceedings of the 26th IEEE International Conference on Software Maintenance (ICSM 2010), 2010

Automatic checking of license compliance.
Proceedings of the 26th IEEE International Conference on Software Maintenance (ICSM 2010), 2010

Workshop on Emerging Trends in Software Metrics (WETSoM 2010).
Proceedings of the 32nd ACM/IEEE International Conference on Software Engineering, 2010

2009
Conceptual data model-based software size estimation for information systems.
ACM Trans. Softw. Eng. Methodol., 2009

Discovering power laws in computer programs.
Inf. Process. Manage., 2009

The Distribution of Program Sizes and Its Implications: An Eclipse Case Study
CoRR, 2009

Understanding Chinese Characteristics of Requirements Engineering.
Proceedings of the RE 2009, 17th IEEE International Requirements Engineering Conference, Atlanta, Georgia, USA, August 31, 2009

An investigation of the relationships between lines of code and defects.
Proceedings of the 25th IEEE International Conference on Software Maintenance (ICSM 2009), 2009

Increasing usability of preprocessing for feature management in product lines with queries.
Proceedings of the 31st International Conference on Software Engineering, 2009

Preference Model Driven Services Selection.
Proceedings of the Advanced Information Systems Engineering, 21st International Conference, 2009

Avoiding Some Common Preprocessing Pitfalls with Feature Queries.
Proceedings of the 16th Asia-Pacific Software Engineering Conference, 2009

2008
On the Distribution of Software Faults.
IEEE Trans. Software Eng., 2008

The scale-free nature of semantic web ontology.
Proceedings of the 17th International Conference on World Wide Web, 2008

Exploring Regularity in Source Code: Software Science and Zipf's Law.
Proceedings of the WCRE 2008, 2008

An initial study of the growth of eclipse defects.
Proceedings of the 2008 International Working Conference on Mining Software Repositories, 2008

2007
Verifying feature models using OWL.
J. Web Semant., 2007

Comments on "Data Mining Static Code Attributes to Learn Defect Predictors".
IEEE Trans. Software Eng., 2007

Reuse of Database Access Layer Components in JEE Product Lines: Limitations and a Possible Solution (Case Study).
Proceedings of the Nineteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2007), 2007

Predicting Defective Software Components from Code Complexity Measures.
Proceedings of the 13th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC 2007), 2007

An Empirical Study of Class Sizes for Large Java Systems.
Proceedings of the 14th Asia-Pacific Software Engineering Conference (APSEC 2007), 2007

2006
Analysis of Meta-programs: an Example.
International Journal of Software Engineering and Knowledge Engineering, 2006

Estimating LOC for information systems from their conceptual data models.
Proceedings of the 28th International Conference on Software Engineering (ICSE 2006), 2006

2005
A Bayesian Network Approach to Rational Architectural Design.
International Journal of Software Engineering and Knowledge Engineering, 2005

Verify Feature Models using protegeowl.
Proceedings of the 14th international conference on World Wide Web, 2005

Formal Semantics and Verification for Feature Modeling.
Proceedings of the 10th International Conference on Engineering of Complex Computer Systems (ICECCS 2005), 2005

2004
XVCL: a mechanism for handling variants in software product lines.
Sci. Comput. Program., 2004

Analysis of meta-programs: a case study.
Proceedings of the Sixteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2004), 2004

2003
Handling variant requirements in domain modeling.
Journal of Systems and Software, 2003

An XVCL-based Approach to Software Product Line Development.
Proceedings of the Fifteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2003), 2003

XVCL: XML-based Variant Configuration Language.
Proceedings of the 25th International Conference on Software Engineering, 2003

Quality Prediction and Assessment for Product Lines.
Proceedings of the Advanced Information Systems Engineering, 15th International Conference, 2003

An XVCL Approach to Handling Variants: A KWIC Product Line Example.
Proceedings of the 10th Asia-Pacific Software Engineering Conference (APSEC 2003), 2003

2002
XVCL: a tutorial.
Proceedings of the 14th international conference on Software engineering and knowledge engineering, 2002

2001
XML implementation of frame processor.
Proceedings of the ACM SIGSOFT Symposium on Software Reusability: Putting Software Reuse in Context, 2001

Enhacing component reuse with control flow abstraction analysis.
Proceedings of the Thirteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2001), 2001

Handling Variant Requirements in 9omain Modeling.
Proceedings of the Thirteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2001), 2001

XML-Based Method and Tool for Handling Variant Requirements in Domain Models.
Proceedings of the 5th IEEE International Symposium on Requirements Engineering (RE 2001), 2001

XVCL Approach to Separating Concerns in Product Family Assets.
Proceedings of the Generative and Component-Based Software Engineering, 2001


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