Works (12)

Updated: July 5th, 2023 15:33

2022 journal article

Better Data Labelling With EMBLEM (and how that Impacts Defect Prediction)

IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 48(1), 278–294.

By: H. Tu n, Z. Yu n & T. Menzies n

author keywords: Human-in-the-loop AI; data labelling; defect prediction; software analytics
Sources: ORCID, Web Of Science
Added: January 11, 2022

2022 journal article

Identifying Self-Admitted Technical Debts With Jitterbug: A Two-Step Approach

IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 48(5), 1676–1691.

By: Z. Yu*, F. Fahid n, H. Tu n & T. Menzies n

author keywords: Software; Machine learning; Pattern recognition; Training; Computer hacking; Machine learning algorithms; Estimation; Technical debt; software engineering; machine learning; pattern recognition
Sources: ORCID, Web Of Science
Added: May 17, 2022

2021 journal article

Improving Vulnerability Inspection Efficiency Using Active Learning

IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 47(11), 2401–2420.

By: Z. Yu n, C. Theisen*, L. Williams n & T. Menzies n

author keywords: Inspection; Software; Tools; Security; Predictive models; Error correction; NIST; Active learning; security; vulnerabilities; software engineering; error correction
Sources: ORCID, Web Of Science
Added: November 12, 2021

2021 journal article

Understanding static code warnings: An incremental AI approach

EXPERT SYSTEMS WITH APPLICATIONS, 167.

By: X. Yang n, Z. Yu n, J. Wang* & T. Menzies n

co-author countries: China 🇨🇳
author keywords: Actionable warning identification; Active learning; Static analysis; Selection process
Sources: ORCID, Web Of Science
Added: November 24, 2020

2020 journal article

Better software analytics via "DUO": Data mining algorithms using/used-by optimizers

EMPIRICAL SOFTWARE ENGINEERING, 25(3), 2099–2136.

By: A. Agrawal n, T. Menzies n, L. Minku*, M. Wagner* & Z. Yu n

co-author countries: Australia 🇦🇺 United Kingdom of Great Britain and Northern Ireland 🇬🇧
author keywords: Software analytics; Data mining; Optimization; Evolutionary algorithms
Sources: ORCID, Web Of Science
Added: May 8, 2020

2020 journal article

Finding Faster Configurations Using FLASH

IEEE Transactions on Software Engineering, 46(7), 794–811.

co-author countries: Germany 🇩🇪
author keywords: Software systems; Optimization; Throughput; Storms; Task analysis; Cloud computing; Performance prediction; search-based SE; configuration; multi-objective optimization; sequential model-based methods
Source: ORCID
Added: July 16, 2020

2019 journal article

An Alternating Direction Method of Multipliers Based Approach for PMU Data Recovery

IEEE TRANSACTIONS ON SMART GRID, 10(4), 4554–4565.

By: M. Liao n, D. Shi*, Z. Yu*, Z. Yi*, Z. Wang* & Y. Xiang*

author keywords: Missing data recovery; alternating direction method of multipliers; low-rank matrix completion; phasor measurement units
Sources: Web Of Science, ORCID
Added: July 8, 2019

2019 journal article

FAST(2): An intelligent assistant for finding relevant papers

EXPERT SYSTEMS WITH APPLICATIONS, 120, 57–71.

By: Z. Yu n & T. Menzies n

author keywords: Active learning; Literature reviews; Text mining; Semi-supervised learning; Relevance feedback; Selection process
Sources: Web Of Science, ORCID
Added: February 18, 2019

2019 article

TERMINATOR: Better Automated UI Test Case Prioritization

ESEC/FSE'2019: PROCEEDINGS OF THE 2019 27TH ACM JOINT MEETING ON EUROPEAN SOFTWARE ENGINEERING CONFERENCE AND SYMPOSIUM ON THE FOUNDATIONS OF SOFTWARE ENGINEERING, pp. 883–894.

By: Z. Yu n, F. Fahid n, T. Menzies n, G. Rothermel n, K. Patrick* & S. Cherian*

author keywords: automated UI testing; test case prioritization; total recall
Sources: Web Of Science, ORCID
Added: October 7, 2019

2018 article

Data-Driven Search-based Software Engineering

2018 IEEE/ACM 15TH INTERNATIONAL CONFERENCE ON MINING SOFTWARE REPOSITORIES (MSR), pp. 341–352.

co-author countries: Australia 🇦🇺 United Kingdom of Great Britain and Northern Ireland 🇬🇧
Sources: Web Of Science, ORCID
Added: March 4, 2019

2018 journal article

Finding better active learners for faster literature reviews

EMPIRICAL SOFTWARE ENGINEERING, 23(6), 3161–3186.

By: Z. Yu n, N. Kraft* & T. Menzies n

author keywords: Active learning; Systematic literature review; Software engineering; Primary study selection
Sources: Web Of Science, ORCID
Added: December 17, 2018

2018 article

Total Recall, Language Processing, and Software Engineering

PROCEEDINGS OF THE 4TH ACM SIGSOFT INTERNATIONAL WORKSHOP ON NLP FOR SOFTWARE ENGINEERING (NL4SE '18), pp. 10–13.

By: Z. Yu n & T. Menzies n

author keywords: Software engineering; active learning; natural language processing; information retrieval; total recall; literature review; vulnerabilities
Sources: Web Of Science, ORCID
Added: April 15, 2019

Employment

Updated: August 17th, 2020 14:01

2020 - present

Rochester Institute of Technology Rochester, NY, US
Assistant Professor Software Engineering

Education

Updated: August 17th, 2020 14:00

2015 - 2020

North Carolina State University Raleigh, NC, US
Ph. D. Computer Science

2011 - 2014

Shanghai Jiao Tong University Shanghai, CN
Master Automation

2007 - 2011

Shanghai Jiao Tong University Shanghai, CN
Bachelor Automation

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