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.
author keywords: Human-in-the-loop AI; data labelling; defect prediction; software analytics
arxiv.org (repository)
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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
