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Talk at NEPLS at Harvard University

I gave a talk at the New England Programming Languages and Systems (NEPLS) symposium at Harvard University earlier this month.

Talk at University of Tokyo

On August 18, I visited Professor Shigeru Chiba at the Core Software Group of the Dept. of Creative Informatics Graduate School of Information Science and Technology at The University of Tokyo. I gave a talk about preliminary research in automated refactoring of Deep Learning software.

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Video of ICSE ’21 talk now available

A video of our ICSE 2021 talk on “An Empirical Study of Refactorings and Technical Debt in Machine Learning Systems” is now available!

Preprint of ICSE ’21 ML systems study paper now available

A preprint of our ICSE ’21 paper on studying refactoring and technical debt in Machine Learning systems is now available.

Paper on refactorings and technical debt in Machine Learning systems accepted at ICSE 2021

Our paper entitled, “An empirical study of refactorings and technical debt in Machine Learning systems,” has been accepted to the main technical research track at the 2021 International Conference on Software Engineering (ICSE)! Out of 602 papers, 138 were accepted, amounting to a 23% acceptance rate. Congrats to Yiming, Mehdi, Rhia, Ajani, and Anita, and thank you for all of your hard work!

Journal extension accepted to Science of Computer Programming with minor revisions

A journal extension of our ICSE ’19 paper entitled, “Safe Automated Refactoring for Intelligent Parallelization of Java 8 Streams,” has been accepted with minor revisions to the Science of Computer Programming journal.

Slides for stream refactoring talk at Columbia University now available

Slides for my talk on Safe Automated Refactoring for Intelligent Parallelization of Java 8 Streams at Columbia University are now available.

Paper on stream parallelization refactoring accepted at ICSE 2019

Our new paper entitled, “Safe Automated Refactoring for Intelligent Parallelization of Java 8 Streams” has been accepted to the International Conference on Software Engineering (ICSE) 2019 technical track! Out of 529 submissions, 109 papers were accepted (an acceptance rate of 20.6%). The conference will be held in Montréal later next year. An abstract is listed below. (more…)

Slides for our IEEE SCAM ’18 paper on stream refactoring are now available

Slides for our IEEE SCAM 2018 paper entitled, “A Tool for Optimizing Java 8 Stream Software via Automated Refactoring” are now available. (more…)

Preprint of our IEEE SCAM ’18 paper on stream refactoring now available

A preprint of our upcoming IEEE SCAM 2018 paper entitled, “A Tool for Optimizing Java 8 Stream Software via Automated Refactoring” is now available.

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